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Exploitation of 3D-Based
Anthropometric Resources
Alfredo Ballester
CADANS Seminar, 2nd June 2015
Antwerp University, Division of product development,
Ambtmanstraat 1, 2000 Antwerp
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Anthropometry Research Group at IBV
• Scanning technology developers
• E-commerce Virtual Fashion
• CAD developers
• Digital Human Model developers
• Body mannequin manufacturers
• 3D database owners
• 1D database owners
Development Partner
for IT Industry and Academia
• Transports
• Footwear
• Furniture
• Orthopaedics
• Electronic Devices
• Workplace Ergonomics
Product Design Consultancy
for Manufacturing Industries
• Automotive
• Apparel
• Appliances
• Headgear
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Anthropometry Research Group at IBV
• Scanning technology developers
• E-commerce Virtual Fashion
• CAD developers
• Digital Human Model developers
• Body mannequin manufacturers
• 3D database owners
• 1D database owners
Development Partner
for IT Industry and Academia
• Transports
• Footwear
• Furniture
• Orthopaedics
• Electronic Devices
• Workplace Ergonomics
Product Design Consultancy
for Manufacturing Industries
• Automotive
• Apparel
• Appliances
• Headgear
Context & Challenges
Core developments
Base technologies
Applications to industry
Future of 3D scanning
Context & challenges
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Context and Challenges
Since 1999…
• High resolution scanners
• Lots of large national surveys
• Lots of scans owned by a few
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Context and Challenges
Since 1999…
• High resolution scanners
• Lots of large national surveys
• Lots of scans owned by a few
From 2010…
• Low-cost body scanners
• Few scans owned by millions
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Context and Challenges
Since 1999…
• High resolution scanners
• Lots of large national surveys
• Lots of scans owned by a few
From 2010…
• Low-cost body scanners
• Few scans owned by millions
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Context and Challenges
Since 1999…
• High resolution scanners
• Lots of large national surveys
• Lots of scans owned by a few
From 2010…
• Low-cost body scanners
• Few scans owned by millions
However, raw scans are
hard to handle and analyze
• Huge data volumes
• Unstructured
• Noisy
• Heterogeneus
• Incomplete
• Redundant
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Context and Challenges
Since 1999…
• High resolution scanners
• Lots of large national surveys
• Lots of scans owned by a few
From 2010…
• Low-cost body scanners
• Few scans owned by millions
However, raw scans are
hard to handle and analyze
• Huge data volumes
• Unstructured
• Noisy
• Heterogeneus
• Incomplete
• Redundant
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Context and Challenges
3D Full bodies (Vitus XXL)
• 10.000 Spanish females
• 2.000 Spanish males
• 1.000 Spanish children
• Special populations:
firefighters, military, etc.
3D feet (Infoot)
• 400 Spanish females
• 400 Spanish males
• 620 Spanish children
3D ear channels
• 450 asian and caucasian
males and females
Core developments
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Common Rigged Topology
Homology concept: Body template 
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Common Rigged Topology
Common Body References
Homology concept: Body template 
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Common Rigged Topology
Three topology resolutions
Common Body References
Homology concept: Body template 
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015

Common Rigged Topology
Point-to-point correspondence
Common Body References
Multi-resolution
Homology concept: Body template
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015

Common Rigged Topology
Point-to-point correspondence
Common Body References
Body part focus
Multi-resolution
Homology concept: Body template
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Homodel

HOMODEL
CREATION
SCAN
PRE-PROCESSING
Raw Scan Pre-processed Mesh
3D Registration in standing posture
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Homodel

HOMODEL
CREATION
SCAN
PRE-PROCESSING
Raw Scan Pre-processed Mesh
>1 mm
0.5 mm
0.75 mm
0.25 mm
0 mm
3D Registration in standing posture
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Size Spain
Human Solutions
Laser
CAESAR
Cyberware
Laser
Size Portugal
TC2 - NX
Structured light
3D Registration in standing posture
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Skeleton Rigging and Kinematics
1. Skeleton transfer from template
2. Recalculation of skin attachments
Neutral Pose Harmonization Body kinematics & postures

Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
3D Registration in any posture
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Digital Measuring Tape
• Based on watertight
Homologous topology
 Direct landmarks
• Pre-defined salient point
searches
• Pre-defined measuring
functions
• Pre-defined 100 measurements
including the most common
ISO8559 and ISO7250
• XML Extensible using
serachpoints and measuring
functions
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
PCA-based shape synthesis
• Procrustes Alignment
• PCA calculation (vertices)
• Shape Space Visualisation
• Body Part Focus
• Statistical Mannequins
• PCA-Measurement correlation
• Shape Space Modelling
through measurements
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
• Procrustes Alignment
• PCA calculation (vertices)
• Shape Space Visualisation
• Body Part Focus
• Statistical Mannequins
• PCA-Measurement correlation
• Shape Space Modelling
through measurements
PCA-based shape synthesis
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
• Procrustes Alignment
• PCA calculation (vertices)
• Shape Space Visualisation
• Body Part Focus
• Statistical Mannequins
• PCA-Measurement correlation
• Shape Space Modelling
through measurements
Size
Breadth
Arch
PCA-based shape synthesis
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
• Procrustes Alignment
• PCA calculation (vertices)
• Shape Space Visualisation
• Body Part Focus
• Statistical Mannequins
• PCA-Measurement correlation
• Shape Space Modelling
through measurements
Size
Breadth
Arch
PCA-based shape synthesis
Base technologies
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
EUROFIT: Online Shape Analysis
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
EUROFIT: Online Shape Analysis
• Prototype Portal 3D extension of iSize
• Trade of digital 3D anthropometric data
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
EUROFIT: Online Shape Analysis
• Prototype Portal 3D extension of iSize
• Trade of digital 3D anthropometric data
http://hypercliq.com
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Measurements to Avatars

Homologous
3D data
1D
data
Shape synthesis
through PCA
Model relating
3D shape
components to
measurements
Step 0:
Input of
measurements
Step 1:
Approx.
shape from
model
Step 2:
Iterative
measurement &
shape search
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Measurements to Avatars

Homologous
3D data
1D
data
Shape synthesis
through PCA
Model relating
3D shape
components to
measurements
Step 0:
Input of
measurements
Step 1:
Approx.
shape from
model
Step 2:
Iterative
measurement &
shape search
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Measurements to Avatars

Homologous
3D data
1D
data
Shape synthesis
through PCA
Model relating
3D shape
components to
measurements
Step 0:
Input of
measurements
Step 1:
Approx.
shape from
model
Step 2:
Iterative
measurement &
shape search
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Measurements to Avatars

Homologous
3D data
1D
data
Shape synthesis
through PCA
Model relating
3D shape
components to
measurements
Step 0:
Input of
measurements
Step 1:
Approx.
shape from
model
Step 2:
Iterative
measurement &
shape search
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
• Automatic landmark
estimation
• Straightforward
measurement extraction
3D foot “scanning” App
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
• Automatic landmark
estimation
• Straightforward
measurement extraction
3D foot “scanning” App
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
DOME: Low cost foot “scanner”
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
3D body “scanning” App
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Applications to industry
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
1. Selecting Target Population
2. Focusing Body Parts
3. Observation of Shape Space
4. Selection of Components
• Variability
• Effects on shape
5. Modelling of components
• Key measurements
6. Size Span creation
• Ease values
• Ftting Ranges
• Coverage
7. Patternmaking
8. Size Allocation Charts
9. Sample manufacturing
10. User testing
11. Production
Trouser size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
1. Selecting Target Population
2. Focusing Body Parts
3. Observation of Shape Space
4. Selection of Components
• Variability
• Effects on shape
5. Modelling of components
• Key measurements
6. Size Span creation
• Ease values
• Ftting Ranges
• Coverage
7. Patternmaking
8. Size Allocation Charts
9. Sample manufacturing
10. User testing
11. Production
Design, manufacture,
distribution and maintenance
of protective equipment and
corporate clothing
Trouser size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
1. Selecting Target Population
2. Focusing Body Parts
3. Observation of Shape Space
4. Selection of Components
• Variability
• Effects on shape
5. Modelling of components
• Key measurements
6. Size Span creation
• Ease values
• Ftting Ranges
• Coverage
7. Patternmaking
8. Size Allocation Charts
9. Sample manufacturing
10. User testing
11. Production
Female Work Trouser for
Spanish supermarket chain
Target: Spanish Females in
working age (18-65)
Design, manufacture,
distribution and maintenance
of protective equipment and
corporate clothing
Trouser size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
1. Selecting Target Population
2. Focusing Body Parts
3. Observation of Shape Space
4. Selection of Components
• Variability
• Effects on shape
5. Modelling of components
• Key measurements
6. Size Span creation
• Ease values
• Ftting Ranges
• Coverage
7. Patternmaking
8. Size Allocation Charts
9. Sample manufacturing
10. User testing
11. Production
Made-to-order
• Size returns/changes
• High number of Special sizes
Trouser size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
1. Selecting Target Population
2. Focusing Body Parts
3. Observation of Shape Space
4. Selection of Components
• Variability
• Effects on shape
5. Modelling of components
• Key measurements
6. Size Span creation
• Ease values
• Ftting Ranges
• Coverage
7. Patternmaking
8. Size Allocation Charts
9. Sample manufacturing
10. User testing
11. Production
Made-to-order
• Size returns/changes
• High number of Special sizes
Trouser size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
1. Selecting Target Population
2. Focusing Body Parts
3. Observation of Shape Space
4. Selection of Components
• Variability
• Effects on shape
5. Modelling of components
• Key measurements
6. Size Span creation
• Ease values
• Ftting Ranges
• Coverage
7. Patternmaking
8. Size Allocation Charts
9. Sample manufacturing
10. User testing
11. Production
Trouser size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
1. Selecting Target Population
2. Focusing Body Parts
3. Observation of Shape Space
4. Selection of Components
• Variability
• Effects on shape
5. Modelling of components
• Key measurements
6. Size Span creation
• Ease values
• Ftting Ranges
• Coverage
7. Patternmaking
8. Size Allocation Charts
9. Sample manufacturing
10. User testing
11. Production
55%
26%
4%
Trouser size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
1. Selecting Target Population
2. Focusing Body Parts
3. Observation of Shape Space
4. Selection of Components
• Variability
• Effects on shape
5. Modelling of components
• Key measurements
6. Size Span creation
• Ease values
• Ftting Ranges
• Coverage
7. Patternmaking
8. Size Allocation Charts
9. Sample manufacturing
10. User testing
11. Production
Trouser size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
1. Selecting Target Population
2. Focusing Body Parts
3. Observation of Shape Space
4. Selection of Components
• Variability
• Effects on shape
5. Modelling of components
• Key measurements
6. Size Span creation
• Ease values
• Ftting Ranges
• Coverage
7. Patternmaking
8. Size Allocation Charts
9. Sample manufacturing
10. User testing
11. Production
Trouser size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
1. Selecting Target Population
2. Focusing Body Parts
3. Observation of Shape Space
4. Selection of Components
• Variability
• Effects on shape
5. Modelling of components
• Key measurements
6. Size Span creation
• Ease values
• Ftting Ranges
• Coverage
7. Patternmaking
8. Size Allocation Charts
9. Sample manufacturing
10. User testing
11. Production
Trouser size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
1. Selecting Target Population
2. Focusing Body Parts
3. Observation of Shape Space
4. Selection of Components
• Variability
• Effects on shape
5. Modelling of components
• Key measurements
6. Size Span creation
• Ease values
• Ftting Ranges
• Coverage
7. Patternmaking
8. Size Allocation Charts
9. Sample manufacturing
10. User testing
11. Production
Trouser size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Shape acquisition
Materials: silicone components for ear print mixture
and impression pads to protect eardrum
Scanning of
Ear print
Silicone mixture injection
in ear canal
Extraction of
Ear print
Earphone size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Alignment of ear impressions
Set of landmarks defined to calculate the homologous model
AREAS OF INTEREST:
1. Points of the ear canal
2. Main points of the shell
3. Peripheral points of the shell
4. Points at the end of the canal
Canal-Post
Canal-Inf
Canal-meatusSup
Canal-meatusInf
Inter-tragus
Conchal-Sup
Tragus
Anti-tragus
Canal-Anterior
Conchal-Inf
Conchal-Post
Conchaledge-Post
Conchal-maxconcavity
Conchal-Deepestpoint
Anti-hélixSup
Conchalsuperioreminence
DeepestAnteriorP.Canal
DeepestPosteriorP.Canal4 5 2 1 14 9 10 11 3 7 6 13 8 15 12 16 17 18
Earphone size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
• A 3D shape analysis has been done to study the shape variability of the concha.
• A decomposition of the main shape variability of the concha has been has been obtained
using Principal Component Analysis (PCA) with the 3D meshes of the database.
First MODE of variation: It explains the size variability of the concha and ear channel.
Earphone size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Statistical models representing each size
Intra-concha
volume/size
Mean
Number
of people
MSXS L XL
Earphone size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
14
SL7
11
SL8
10
SL6
IT3
IT4
IT5
CH1
CH2
19
SL5
2
8
CH3
4
CH4
CH7
9
14
7
16
CH5
CH6
A4
A5
DC1
DC2
DC3
SL8
14
SL2
7
15
Leaning
plane
DC4
SL1
SL4
SL2
SL3
C12_I
C11_I
Leaning
plane
Since the shape of the ear is very complex and
organic, many dimensions can be defined.
Widths
Depths
AnglesDistances
Heights
Earphone size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
S M L
Correlated
dimensions
Uncorrelated
dimensions
Size
Segmentation
Measure
Design
Dimensions Statistics of Design
dimension are
calculated for each
size.
Statistics of Design
dimension are
calculated for all the
population.
Earphone size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Anthropometric CAD
models
Headset
alignment
Alignment with the
head to design
accesories Micro CT to validate
alignment process
Subjective
perception
(Comfort criteria for
interferences)
Headset design and
assessment
Interference
X
Z
Earphone size span design
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Size mannequins for childrenswear
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Size mannequins for childrenswear
Existing Physical mannequins
• Sizes driven by body height / age
• Based on P50 of 20 body measurements
• Shapes created by an artisan
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Size mannequins for childrenswear
Existing Physical mannequins
• Sizes driven by body height / age
• Based on P50 of 20 body measurements
• Shapes created by an artisan
New mannequins
• Sizes driven by body height / age
• Based on P50 of 20 body measurements
• Statistical shapes from Spanish 3D database
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Size mannequins for childrenswear
12 Years (Boy)3 Years (unisex)
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Childrens’ shoe last span design
Bio-evolution:
Data-driven creation of a shoe last span
• 620 feet of children gathered in 3D
• Homologous feet created and aligned
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Childrens’ shoe last span design
1 42 3 Age in years
Shape-based correlation with age & foot length
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
In-store personalisation of shoes
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
In-store personalisation of shoes
Shape Memory Alloy
Material at 20ºC Material after plastic
deformation at 20ºC
Material after
heating at 70ºC
Material at 20ºC
Shape Memory
Textile
Shape Memory
Textile Composite
Shape Memory Shoe
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
In-store personalisation of shoes
In-Store devices
Foot scanning system
Integrated Software & hardware
Shaping system
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Made-to-measure clothing
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Made-to-measure clothing
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Made-to-measure clothing
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Made-to-measure clothing
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Made-to-measure clothing
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Size allocation of apparel
• Aims of the study:
1. viability to predict the garment fitting and size
from anthropometric data of the user
2. For different type of garments, to identify the
fitting areas relevant for size prediction.
3. Identify the body measurements relevant for
fitting prediction in different body parts.
• The experimentation:
– 50 females from 18 to 35.
– A subjective fitting test:
 Fitting perception on different body parts
 Fitting preference on different body parts
 Size selected
– 3D body scanning session to obtain the digital
anthropometry.
– All the users test the right size, one more and one
less
BLAZER SKIRT
TROUSER #1 TROUSER #2 (SLIM FIT)
BLAZER SKIRT
TROUSER #1 TROUSER #2 (SLIM FIT)
Blazer Skirt Tr#1 Tr#2
BLAZER SKIRT
TROUSER #1 TROUSER #2 (SLIM FIT)
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Size allocation of apparel
SIZE SELECTION
MODEL
Fitting
percention on
body parts
Size selection
FITTING MOLDEL
OF BODY PARTS
FITTING
PROBABILITY OF
KEY AREAS
CONTRIBUTION OF
FITTING AREAS
STAGE 2
SIZE RECOMENDED
STAGE 1
FITTING PREDICTION
ON KEY BODY PARTS
Body measurements Garment sizes
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Size allocation of apparel
• Customers have a real difficulty nowadays choosing the most suitable size
• The success rate of the multivariate models range form 85-93%.
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
41% 41%
86%
BLAZER:RIGHT GUESSES
HABITUAL SIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
21%
5%
93%
SKIRT: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
55%
43%
93%
TROUSER#1: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
64%
52%
86%
TROUSER#2: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
41% 41%
86%
BLAZER:RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
21%
5%
93%
SKIRT: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
55%
43%
93%
TROUSER#1: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
64%
52%
86%
TROUSER#2: RIGHT GUESSES
HABITUALSIZE CU
P
41%
BLAZE
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
21%
5%
93%
SKIRT: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
55%
43%
93%
TROUSER#1: RIGHT GUESSES
HABITUALSIZE CU
P
64%
TROUSER
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
41% 41%
86%
BLAZER:RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
21%
5%
93%
SKIRT: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
55%
43%
93%
TROUSER#1: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
64%
52%
86%
TROUSER#2: RIGHT GUESSES
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Size allocation of apparel
• Customers have a real difficulty nowadays choosing the most suitable size
• The success rate of the multivariate models range form 85-93%.
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
41% 41%
86%
BLAZER:RIGHT GUESSES
HABITUAL SIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
21%
5%
93%
SKIRT: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
55%
43%
93%
TROUSER#1: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
64%
52%
86%
TROUSER#2: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
41% 41%
86%
BLAZER:RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
21%
5%
93%
SKIRT: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
55%
43%
93%
TROUSER#1: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
64%
52%
86%
TROUSER#2: RIGHT GUESSES
HABITUALSIZE CU
P
41%
BLAZE
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
21%
5%
93%
SKIRT: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
55%
43%
93%
TROUSER#1: RIGHT GUESSES
HABITUALSIZE CU
P
64%
TROUSER
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
41% 41%
86%
BLAZER:RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
21%
5%
93%
SKIRT: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
55%
43%
93%
TROUSER#1: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
64%
52%
86%
TROUSER#2: RIGHT GUESSES
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Size allocation of apparel
• Customers have a real difficulty nowadays choosing the most suitable size
• The success rate of the multivariate models range form 85-93%.
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
41% 41%
86%
BLAZER:RIGHT GUESSES
HABITUAL SIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
21%
5%
93%
SKIRT: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
55%
43%
93%
TROUSER#1: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
64%
52%
86%
TROUSER#2: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
41% 41%
86%
BLAZER:RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
21%
5%
93%
SKIRT: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
55%
43%
93%
TROUSER#1: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
64%
52%
86%
TROUSER#2: RIGHT GUESSES
HABITUALSIZE CU
P
41%
BLAZE
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
21%
5%
93%
SKIRT: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
55%
43%
93%
TROUSER#1: RIGHT GUESSES
HABITUALSIZE CU
P
64%
TROUSER
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
41% 41%
86%
BLAZER:RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
21%
5%
93%
SKIRT: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
55%
43%
93%
TROUSER#1: RIGHT GUESSES
HABITUALSIZE CURRENT WEB
PREDICTOR
STATISTICAL
PREDICTOR
64%
52%
86%
TROUSER#2: RIGHT GUESSES
Other ongoing R&D work
Hyper-realistic avatars from 3D scans / measurements
Generalizing 3D registration to any posture
Generalizing body topology conversions
Generalizing stable shape synthesis
Extending Skeleton complexity
Deepening in shape and movement relation
Harmonisation of DDBB for other organisations
Plugging our technology to scanner suppliers
Health and wellness applications
The future of 3D scanning
technologies in industry
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Scanning technology
E-commerce: Virtual Fashion
CAD developers
Gaming Industry
Digital Human Model
Body mannequins
3D database owners
1D database owners
The very near future
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Scanning technology
E-commerce: Virtual Fashion
Gaming Industry
3D database owners
1D database owners
CAD developers
Digital Human Model
Body mannequins
The very near future
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Scanning technology
E-commerce: Virtual Fashion
Gaming Industry
3D database owners
1D database owners
CAD developers
Digital Human Model
Body mannequins
The very near future
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Scanning technology
E-commerce: Virtual Fashion
Gaming Industry
3D database owners
1D database owners
CAD developers
Digital Human Model
Body mannequins
The very near future
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
Scanning technology
E-commerce: Virtual Fashion
CAD developers
Gaming Industry
Digital Human Model
Body mannequins
3D database owners
1D database owners
The very near future
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The near future: loads of data available
We are at the dawn of the economy of digital anthropometric data
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The near future: loads of data available
We are at the dawn of the economy of digital anthropometric data
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The near future: loads of data available
We are at the dawn of the economy of digital anthropometric data
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The near future: loads of data available
We are at the dawn of the economy of digital anthropometric data
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The near future: loads of data available
We are at the dawn of the economy of digital anthropometric data
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The near future: loads of data available
We are at the dawn of the economy of digital anthropometric data
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The near future: loads of data available
We are at the dawn of the economy of digital anthropometric data
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The near future: loads of data available
We are at the dawn of the economy of digital anthropometric data
It will change the way we…
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The near future: loads of data available
We are at the dawn of the economy of digital anthropometric data
It will change the way we…
Manufacture
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The near future: loads of data available
We are at the dawn of the economy of digital anthropometric data
It will change the way we…
Manufacture
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The near future: loads of data available
We are at the dawn of the economy of digital anthropometric data
It will change the way we…
Manufacture Purchase
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The near future: loads of data available
We are at the dawn of the economy of digital anthropometric data
It will change the way we…
Manufacture Purchase
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The near future: loads of data available
We are at the dawn of the economy of digital anthropometric data
It will change the way we…
Manufacture Purchase Take care of health
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The near future: loads of data available
We are at the dawn of the economy of digital anthropometric data
It will change the way we…
Manufacture Purchase Take care of health
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The near future: loads of data available
We are at the dawn of the economy of digital anthropometric data
It will change the way we…
Manufacture Purchase Take care of health Play and Interact
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The near future: loads of data available
We are at the dawn of the economy of digital anthropometric data
It will change the way we…
Manufacture Purchase Take care of health Play and Interact
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
User ID
DDBB of
customers’ feet
At home In shop
The Future of shopping
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The Future of shopping
Foot deformation
and measurements
Best fitting
DDBB of shoe
lasts
DDBB of
customers’ feet
User registration
Shoe selection
Shoe model
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The Future of shopping
Foot deformation
and measurements
Best fitting
DDBB of shoe
lasts
DDBB of
customers’ feet
User registration
Shoe selection
Shoe model
Exploitation of 3D-Based Anthropometric Resources
CADANS Seminar 2015
University of Antwerp, 2nd June 2015
The Future of made-to-shape
Avatar & Pattern Generator: From body to garment in one click
Thanks!
Alfredo Ballester
Alfredo.ballester@ibv.upv.es
http://anthropometry.ibv.org
Any Questions?
Dr. Eduardo Parrilla
Sandra Alemany
Jordi Uriel
Ana Piérola
Paola Piqueras
Beatriz Nácher
Clara Solves
Sergio A. Puigcerver
Marisol Rodríguez
Dr. Juan M. Ribera
Dr. Juan Carlos González

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Exploitation of 3D-Based Anthropometric Resources @ CADANS seminar, June 2015, Antwerp University

  • 1. Exploitation of 3D-Based Anthropometric Resources Alfredo Ballester CADANS Seminar, 2nd June 2015 Antwerp University, Division of product development, Ambtmanstraat 1, 2000 Antwerp
  • 2. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Anthropometry Research Group at IBV • Scanning technology developers • E-commerce Virtual Fashion • CAD developers • Digital Human Model developers • Body mannequin manufacturers • 3D database owners • 1D database owners Development Partner for IT Industry and Academia • Transports • Footwear • Furniture • Orthopaedics • Electronic Devices • Workplace Ergonomics Product Design Consultancy for Manufacturing Industries • Automotive • Apparel • Appliances • Headgear
  • 3. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Anthropometry Research Group at IBV • Scanning technology developers • E-commerce Virtual Fashion • CAD developers • Digital Human Model developers • Body mannequin manufacturers • 3D database owners • 1D database owners Development Partner for IT Industry and Academia • Transports • Footwear • Furniture • Orthopaedics • Electronic Devices • Workplace Ergonomics Product Design Consultancy for Manufacturing Industries • Automotive • Apparel • Appliances • Headgear
  • 4. Context & Challenges Core developments Base technologies Applications to industry Future of 3D scanning
  • 6. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Context and Challenges Since 1999… • High resolution scanners • Lots of large national surveys • Lots of scans owned by a few
  • 7. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Context and Challenges Since 1999… • High resolution scanners • Lots of large national surveys • Lots of scans owned by a few From 2010… • Low-cost body scanners • Few scans owned by millions
  • 8. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Context and Challenges Since 1999… • High resolution scanners • Lots of large national surveys • Lots of scans owned by a few From 2010… • Low-cost body scanners • Few scans owned by millions
  • 9. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Context and Challenges Since 1999… • High resolution scanners • Lots of large national surveys • Lots of scans owned by a few From 2010… • Low-cost body scanners • Few scans owned by millions However, raw scans are hard to handle and analyze • Huge data volumes • Unstructured • Noisy • Heterogeneus • Incomplete • Redundant
  • 10. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Context and Challenges Since 1999… • High resolution scanners • Lots of large national surveys • Lots of scans owned by a few From 2010… • Low-cost body scanners • Few scans owned by millions However, raw scans are hard to handle and analyze • Huge data volumes • Unstructured • Noisy • Heterogeneus • Incomplete • Redundant
  • 11. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Context and Challenges 3D Full bodies (Vitus XXL) • 10.000 Spanish females • 2.000 Spanish males • 1.000 Spanish children • Special populations: firefighters, military, etc. 3D feet (Infoot) • 400 Spanish females • 400 Spanish males • 620 Spanish children 3D ear channels • 450 asian and caucasian males and females
  • 13. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Common Rigged Topology Homology concept: Body template 
  • 14. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Common Rigged Topology Common Body References Homology concept: Body template 
  • 15. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Common Rigged Topology Three topology resolutions Common Body References Homology concept: Body template 
  • 16. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015  Common Rigged Topology Point-to-point correspondence Common Body References Multi-resolution Homology concept: Body template
  • 17. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015  Common Rigged Topology Point-to-point correspondence Common Body References Body part focus Multi-resolution Homology concept: Body template
  • 18. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Homodel  HOMODEL CREATION SCAN PRE-PROCESSING Raw Scan Pre-processed Mesh 3D Registration in standing posture
  • 19. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Homodel  HOMODEL CREATION SCAN PRE-PROCESSING Raw Scan Pre-processed Mesh >1 mm 0.5 mm 0.75 mm 0.25 mm 0 mm 3D Registration in standing posture
  • 20. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Size Spain Human Solutions Laser CAESAR Cyberware Laser Size Portugal TC2 - NX Structured light 3D Registration in standing posture
  • 21. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Skeleton Rigging and Kinematics 1. Skeleton transfer from template 2. Recalculation of skin attachments Neutral Pose Harmonization Body kinematics & postures 
  • 22. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 3D Registration in any posture
  • 23. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Digital Measuring Tape • Based on watertight Homologous topology  Direct landmarks • Pre-defined salient point searches • Pre-defined measuring functions • Pre-defined 100 measurements including the most common ISO8559 and ISO7250 • XML Extensible using serachpoints and measuring functions
  • 24. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 PCA-based shape synthesis • Procrustes Alignment • PCA calculation (vertices) • Shape Space Visualisation • Body Part Focus • Statistical Mannequins • PCA-Measurement correlation • Shape Space Modelling through measurements
  • 25. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 • Procrustes Alignment • PCA calculation (vertices) • Shape Space Visualisation • Body Part Focus • Statistical Mannequins • PCA-Measurement correlation • Shape Space Modelling through measurements PCA-based shape synthesis
  • 26. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 • Procrustes Alignment • PCA calculation (vertices) • Shape Space Visualisation • Body Part Focus • Statistical Mannequins • PCA-Measurement correlation • Shape Space Modelling through measurements Size Breadth Arch PCA-based shape synthesis
  • 27. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 • Procrustes Alignment • PCA calculation (vertices) • Shape Space Visualisation • Body Part Focus • Statistical Mannequins • PCA-Measurement correlation • Shape Space Modelling through measurements Size Breadth Arch PCA-based shape synthesis
  • 29. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 EUROFIT: Online Shape Analysis
  • 30. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 EUROFIT: Online Shape Analysis • Prototype Portal 3D extension of iSize • Trade of digital 3D anthropometric data
  • 31. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 EUROFIT: Online Shape Analysis • Prototype Portal 3D extension of iSize • Trade of digital 3D anthropometric data http://hypercliq.com
  • 32. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Measurements to Avatars  Homologous 3D data 1D data Shape synthesis through PCA Model relating 3D shape components to measurements Step 0: Input of measurements Step 1: Approx. shape from model Step 2: Iterative measurement & shape search
  • 33. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Measurements to Avatars  Homologous 3D data 1D data Shape synthesis through PCA Model relating 3D shape components to measurements Step 0: Input of measurements Step 1: Approx. shape from model Step 2: Iterative measurement & shape search
  • 34. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Measurements to Avatars  Homologous 3D data 1D data Shape synthesis through PCA Model relating 3D shape components to measurements Step 0: Input of measurements Step 1: Approx. shape from model Step 2: Iterative measurement & shape search
  • 35. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Measurements to Avatars  Homologous 3D data 1D data Shape synthesis through PCA Model relating 3D shape components to measurements Step 0: Input of measurements Step 1: Approx. shape from model Step 2: Iterative measurement & shape search
  • 36. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 • Automatic landmark estimation • Straightforward measurement extraction 3D foot “scanning” App
  • 37. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 • Automatic landmark estimation • Straightforward measurement extraction 3D foot “scanning” App
  • 38. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 DOME: Low cost foot “scanner”
  • 39. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 3D body “scanning” App
  • 40. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Applications to industry
  • 41. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 1. Selecting Target Population 2. Focusing Body Parts 3. Observation of Shape Space 4. Selection of Components • Variability • Effects on shape 5. Modelling of components • Key measurements 6. Size Span creation • Ease values • Ftting Ranges • Coverage 7. Patternmaking 8. Size Allocation Charts 9. Sample manufacturing 10. User testing 11. Production Trouser size span design
  • 42. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 1. Selecting Target Population 2. Focusing Body Parts 3. Observation of Shape Space 4. Selection of Components • Variability • Effects on shape 5. Modelling of components • Key measurements 6. Size Span creation • Ease values • Ftting Ranges • Coverage 7. Patternmaking 8. Size Allocation Charts 9. Sample manufacturing 10. User testing 11. Production Design, manufacture, distribution and maintenance of protective equipment and corporate clothing Trouser size span design
  • 43. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 1. Selecting Target Population 2. Focusing Body Parts 3. Observation of Shape Space 4. Selection of Components • Variability • Effects on shape 5. Modelling of components • Key measurements 6. Size Span creation • Ease values • Ftting Ranges • Coverage 7. Patternmaking 8. Size Allocation Charts 9. Sample manufacturing 10. User testing 11. Production Female Work Trouser for Spanish supermarket chain Target: Spanish Females in working age (18-65) Design, manufacture, distribution and maintenance of protective equipment and corporate clothing Trouser size span design
  • 44. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 1. Selecting Target Population 2. Focusing Body Parts 3. Observation of Shape Space 4. Selection of Components • Variability • Effects on shape 5. Modelling of components • Key measurements 6. Size Span creation • Ease values • Ftting Ranges • Coverage 7. Patternmaking 8. Size Allocation Charts 9. Sample manufacturing 10. User testing 11. Production Made-to-order • Size returns/changes • High number of Special sizes Trouser size span design
  • 45. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 1. Selecting Target Population 2. Focusing Body Parts 3. Observation of Shape Space 4. Selection of Components • Variability • Effects on shape 5. Modelling of components • Key measurements 6. Size Span creation • Ease values • Ftting Ranges • Coverage 7. Patternmaking 8. Size Allocation Charts 9. Sample manufacturing 10. User testing 11. Production Made-to-order • Size returns/changes • High number of Special sizes Trouser size span design
  • 46. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 1. Selecting Target Population 2. Focusing Body Parts 3. Observation of Shape Space 4. Selection of Components • Variability • Effects on shape 5. Modelling of components • Key measurements 6. Size Span creation • Ease values • Ftting Ranges • Coverage 7. Patternmaking 8. Size Allocation Charts 9. Sample manufacturing 10. User testing 11. Production Trouser size span design
  • 47. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 1. Selecting Target Population 2. Focusing Body Parts 3. Observation of Shape Space 4. Selection of Components • Variability • Effects on shape 5. Modelling of components • Key measurements 6. Size Span creation • Ease values • Ftting Ranges • Coverage 7. Patternmaking 8. Size Allocation Charts 9. Sample manufacturing 10. User testing 11. Production 55% 26% 4% Trouser size span design
  • 48. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 1. Selecting Target Population 2. Focusing Body Parts 3. Observation of Shape Space 4. Selection of Components • Variability • Effects on shape 5. Modelling of components • Key measurements 6. Size Span creation • Ease values • Ftting Ranges • Coverage 7. Patternmaking 8. Size Allocation Charts 9. Sample manufacturing 10. User testing 11. Production Trouser size span design
  • 49. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 1. Selecting Target Population 2. Focusing Body Parts 3. Observation of Shape Space 4. Selection of Components • Variability • Effects on shape 5. Modelling of components • Key measurements 6. Size Span creation • Ease values • Ftting Ranges • Coverage 7. Patternmaking 8. Size Allocation Charts 9. Sample manufacturing 10. User testing 11. Production Trouser size span design
  • 50. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 1. Selecting Target Population 2. Focusing Body Parts 3. Observation of Shape Space 4. Selection of Components • Variability • Effects on shape 5. Modelling of components • Key measurements 6. Size Span creation • Ease values • Ftting Ranges • Coverage 7. Patternmaking 8. Size Allocation Charts 9. Sample manufacturing 10. User testing 11. Production Trouser size span design
  • 51. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 1. Selecting Target Population 2. Focusing Body Parts 3. Observation of Shape Space 4. Selection of Components • Variability • Effects on shape 5. Modelling of components • Key measurements 6. Size Span creation • Ease values • Ftting Ranges • Coverage 7. Patternmaking 8. Size Allocation Charts 9. Sample manufacturing 10. User testing 11. Production Trouser size span design
  • 52. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Shape acquisition Materials: silicone components for ear print mixture and impression pads to protect eardrum Scanning of Ear print Silicone mixture injection in ear canal Extraction of Ear print Earphone size span design
  • 53. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Alignment of ear impressions Set of landmarks defined to calculate the homologous model AREAS OF INTEREST: 1. Points of the ear canal 2. Main points of the shell 3. Peripheral points of the shell 4. Points at the end of the canal Canal-Post Canal-Inf Canal-meatusSup Canal-meatusInf Inter-tragus Conchal-Sup Tragus Anti-tragus Canal-Anterior Conchal-Inf Conchal-Post Conchaledge-Post Conchal-maxconcavity Conchal-Deepestpoint Anti-hélixSup Conchalsuperioreminence DeepestAnteriorP.Canal DeepestPosteriorP.Canal4 5 2 1 14 9 10 11 3 7 6 13 8 15 12 16 17 18 Earphone size span design
  • 54. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 • A 3D shape analysis has been done to study the shape variability of the concha. • A decomposition of the main shape variability of the concha has been has been obtained using Principal Component Analysis (PCA) with the 3D meshes of the database. First MODE of variation: It explains the size variability of the concha and ear channel. Earphone size span design
  • 55. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Statistical models representing each size Intra-concha volume/size Mean Number of people MSXS L XL Earphone size span design
  • 56. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 14 SL7 11 SL8 10 SL6 IT3 IT4 IT5 CH1 CH2 19 SL5 2 8 CH3 4 CH4 CH7 9 14 7 16 CH5 CH6 A4 A5 DC1 DC2 DC3 SL8 14 SL2 7 15 Leaning plane DC4 SL1 SL4 SL2 SL3 C12_I C11_I Leaning plane Since the shape of the ear is very complex and organic, many dimensions can be defined. Widths Depths AnglesDistances Heights Earphone size span design
  • 57. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 S M L Correlated dimensions Uncorrelated dimensions Size Segmentation Measure Design Dimensions Statistics of Design dimension are calculated for each size. Statistics of Design dimension are calculated for all the population. Earphone size span design
  • 58. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Anthropometric CAD models Headset alignment Alignment with the head to design accesories Micro CT to validate alignment process Subjective perception (Comfort criteria for interferences) Headset design and assessment Interference X Z Earphone size span design
  • 59. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Size mannequins for childrenswear
  • 60. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Size mannequins for childrenswear Existing Physical mannequins • Sizes driven by body height / age • Based on P50 of 20 body measurements • Shapes created by an artisan
  • 61. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Size mannequins for childrenswear Existing Physical mannequins • Sizes driven by body height / age • Based on P50 of 20 body measurements • Shapes created by an artisan New mannequins • Sizes driven by body height / age • Based on P50 of 20 body measurements • Statistical shapes from Spanish 3D database
  • 62. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Size mannequins for childrenswear 12 Years (Boy)3 Years (unisex)
  • 63. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Childrens’ shoe last span design Bio-evolution: Data-driven creation of a shoe last span • 620 feet of children gathered in 3D • Homologous feet created and aligned
  • 64. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Childrens’ shoe last span design 1 42 3 Age in years Shape-based correlation with age & foot length
  • 65. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 In-store personalisation of shoes
  • 66. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 In-store personalisation of shoes Shape Memory Alloy Material at 20ºC Material after plastic deformation at 20ºC Material after heating at 70ºC Material at 20ºC Shape Memory Textile Shape Memory Textile Composite Shape Memory Shoe
  • 67. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 In-store personalisation of shoes In-Store devices Foot scanning system Integrated Software & hardware Shaping system
  • 68. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Made-to-measure clothing
  • 69. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Made-to-measure clothing
  • 70. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Made-to-measure clothing
  • 71. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Made-to-measure clothing
  • 72. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Made-to-measure clothing
  • 73. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Size allocation of apparel • Aims of the study: 1. viability to predict the garment fitting and size from anthropometric data of the user 2. For different type of garments, to identify the fitting areas relevant for size prediction. 3. Identify the body measurements relevant for fitting prediction in different body parts. • The experimentation: – 50 females from 18 to 35. – A subjective fitting test:  Fitting perception on different body parts  Fitting preference on different body parts  Size selected – 3D body scanning session to obtain the digital anthropometry. – All the users test the right size, one more and one less BLAZER SKIRT TROUSER #1 TROUSER #2 (SLIM FIT) BLAZER SKIRT TROUSER #1 TROUSER #2 (SLIM FIT) Blazer Skirt Tr#1 Tr#2 BLAZER SKIRT TROUSER #1 TROUSER #2 (SLIM FIT)
  • 74. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Size allocation of apparel SIZE SELECTION MODEL Fitting percention on body parts Size selection FITTING MOLDEL OF BODY PARTS FITTING PROBABILITY OF KEY AREAS CONTRIBUTION OF FITTING AREAS STAGE 2 SIZE RECOMENDED STAGE 1 FITTING PREDICTION ON KEY BODY PARTS Body measurements Garment sizes
  • 75. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Size allocation of apparel • Customers have a real difficulty nowadays choosing the most suitable size • The success rate of the multivariate models range form 85-93%. HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 41% 41% 86% BLAZER:RIGHT GUESSES HABITUAL SIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 21% 5% 93% SKIRT: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 55% 43% 93% TROUSER#1: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 64% 52% 86% TROUSER#2: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 41% 41% 86% BLAZER:RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 21% 5% 93% SKIRT: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 55% 43% 93% TROUSER#1: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 64% 52% 86% TROUSER#2: RIGHT GUESSES HABITUALSIZE CU P 41% BLAZE HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 21% 5% 93% SKIRT: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 55% 43% 93% TROUSER#1: RIGHT GUESSES HABITUALSIZE CU P 64% TROUSER HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 41% 41% 86% BLAZER:RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 21% 5% 93% SKIRT: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 55% 43% 93% TROUSER#1: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 64% 52% 86% TROUSER#2: RIGHT GUESSES
  • 76. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Size allocation of apparel • Customers have a real difficulty nowadays choosing the most suitable size • The success rate of the multivariate models range form 85-93%. HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 41% 41% 86% BLAZER:RIGHT GUESSES HABITUAL SIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 21% 5% 93% SKIRT: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 55% 43% 93% TROUSER#1: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 64% 52% 86% TROUSER#2: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 41% 41% 86% BLAZER:RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 21% 5% 93% SKIRT: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 55% 43% 93% TROUSER#1: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 64% 52% 86% TROUSER#2: RIGHT GUESSES HABITUALSIZE CU P 41% BLAZE HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 21% 5% 93% SKIRT: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 55% 43% 93% TROUSER#1: RIGHT GUESSES HABITUALSIZE CU P 64% TROUSER HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 41% 41% 86% BLAZER:RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 21% 5% 93% SKIRT: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 55% 43% 93% TROUSER#1: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 64% 52% 86% TROUSER#2: RIGHT GUESSES
  • 77. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Size allocation of apparel • Customers have a real difficulty nowadays choosing the most suitable size • The success rate of the multivariate models range form 85-93%. HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 41% 41% 86% BLAZER:RIGHT GUESSES HABITUAL SIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 21% 5% 93% SKIRT: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 55% 43% 93% TROUSER#1: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 64% 52% 86% TROUSER#2: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 41% 41% 86% BLAZER:RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 21% 5% 93% SKIRT: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 55% 43% 93% TROUSER#1: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 64% 52% 86% TROUSER#2: RIGHT GUESSES HABITUALSIZE CU P 41% BLAZE HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 21% 5% 93% SKIRT: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 55% 43% 93% TROUSER#1: RIGHT GUESSES HABITUALSIZE CU P 64% TROUSER HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 41% 41% 86% BLAZER:RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 21% 5% 93% SKIRT: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 55% 43% 93% TROUSER#1: RIGHT GUESSES HABITUALSIZE CURRENT WEB PREDICTOR STATISTICAL PREDICTOR 64% 52% 86% TROUSER#2: RIGHT GUESSES
  • 78. Other ongoing R&D work Hyper-realistic avatars from 3D scans / measurements Generalizing 3D registration to any posture Generalizing body topology conversions Generalizing stable shape synthesis Extending Skeleton complexity Deepening in shape and movement relation Harmonisation of DDBB for other organisations Plugging our technology to scanner suppliers Health and wellness applications
  • 79. The future of 3D scanning technologies in industry
  • 80. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Scanning technology E-commerce: Virtual Fashion CAD developers Gaming Industry Digital Human Model Body mannequins 3D database owners 1D database owners The very near future
  • 81. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Scanning technology E-commerce: Virtual Fashion Gaming Industry 3D database owners 1D database owners CAD developers Digital Human Model Body mannequins The very near future
  • 82. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Scanning technology E-commerce: Virtual Fashion Gaming Industry 3D database owners 1D database owners CAD developers Digital Human Model Body mannequins The very near future
  • 83. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Scanning technology E-commerce: Virtual Fashion Gaming Industry 3D database owners 1D database owners CAD developers Digital Human Model Body mannequins The very near future
  • 84. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 Scanning technology E-commerce: Virtual Fashion CAD developers Gaming Industry Digital Human Model Body mannequins 3D database owners 1D database owners The very near future
  • 85. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The near future: loads of data available We are at the dawn of the economy of digital anthropometric data
  • 86. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The near future: loads of data available We are at the dawn of the economy of digital anthropometric data
  • 87. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The near future: loads of data available We are at the dawn of the economy of digital anthropometric data
  • 88. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The near future: loads of data available We are at the dawn of the economy of digital anthropometric data
  • 89. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The near future: loads of data available We are at the dawn of the economy of digital anthropometric data
  • 90. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The near future: loads of data available We are at the dawn of the economy of digital anthropometric data
  • 91. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The near future: loads of data available We are at the dawn of the economy of digital anthropometric data
  • 92. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The near future: loads of data available We are at the dawn of the economy of digital anthropometric data It will change the way we…
  • 93. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The near future: loads of data available We are at the dawn of the economy of digital anthropometric data It will change the way we… Manufacture
  • 94. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The near future: loads of data available We are at the dawn of the economy of digital anthropometric data It will change the way we… Manufacture
  • 95. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The near future: loads of data available We are at the dawn of the economy of digital anthropometric data It will change the way we… Manufacture Purchase
  • 96. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The near future: loads of data available We are at the dawn of the economy of digital anthropometric data It will change the way we… Manufacture Purchase
  • 97. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The near future: loads of data available We are at the dawn of the economy of digital anthropometric data It will change the way we… Manufacture Purchase Take care of health
  • 98. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The near future: loads of data available We are at the dawn of the economy of digital anthropometric data It will change the way we… Manufacture Purchase Take care of health
  • 99. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The near future: loads of data available We are at the dawn of the economy of digital anthropometric data It will change the way we… Manufacture Purchase Take care of health Play and Interact
  • 100. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The near future: loads of data available We are at the dawn of the economy of digital anthropometric data It will change the way we… Manufacture Purchase Take care of health Play and Interact
  • 101. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 User ID DDBB of customers’ feet At home In shop The Future of shopping
  • 102. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The Future of shopping Foot deformation and measurements Best fitting DDBB of shoe lasts DDBB of customers’ feet User registration Shoe selection Shoe model
  • 103. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The Future of shopping Foot deformation and measurements Best fitting DDBB of shoe lasts DDBB of customers’ feet User registration Shoe selection Shoe model
  • 104. Exploitation of 3D-Based Anthropometric Resources CADANS Seminar 2015 University of Antwerp, 2nd June 2015 The Future of made-to-shape Avatar & Pattern Generator: From body to garment in one click
  • 105. Thanks! Alfredo Ballester Alfredo.ballester@ibv.upv.es http://anthropometry.ibv.org Any Questions? Dr. Eduardo Parrilla Sandra Alemany Jordi Uriel Ana Piérola Paola Piqueras Beatriz Nácher Clara Solves Sergio A. Puigcerver Marisol Rodríguez Dr. Juan M. Ribera Dr. Juan Carlos González