Comment un tableau de bord smart City peut être au service de la performance publique ? Comment maintenir la participation du citoyen et éviter une approche utilitariste ? Comment créer une plateforme collaborative permettant aux différents acteurs de s'investir dans des missions de service public ? Telles sont les questions qui se jouent. L'exploration de ce sujet repose sur une idée simple, selon laquelle les élus, les services de la ville, les entreprises et les citoyens doivent construire ensemble une ville plus intelligente.
For the full video of this presentation, please visit:
https://www.embedded-vision.com/platinum-members/embedded-vision-alliance/embedded-vision-training/videos/pages/feb-2017-member-meeting-rowen
For more information about embedded vision, please visit:
http://www.embedded-vision.com
Chris Rowen of Cognite Ventures delivers the presentation "The Vision AI Start-ups That Matter Most" at the February 2017 Embedded Vision Alliance Member Meeting. Rowen shares his unique perspective on the vision AI start-ups that matter most.
Antti Sunnari (Dispelix Ltd): Full-color, single-waveguide near-eye displays ...AugmentedWorldExpo
A talk from the XR Enablement Track at AWE USA 2019 - the World's #1 XR Conference & Expo in Santa Clara, California May 29-31, 2019.
Antti Sunnari (Dispelix Ltd): Full-color, single-waveguide near-eye displays for AR glasses and MR headsets
For years, many have tried to develop a see-through, near-eye display technology that combines beautiful design, excellent image quality and scalable mass production with high yields. At Dispelix, we’ve figured it out. Dispelix is helping product companies to create beautiful AR glasses based on single-waveguide full-color displays with superior image quality and mass manufacturability.
https://awexr.com
The Virtual Retinal Display (VRD) is a personal display device under development at the University of Washington's Human Interface Technology Laboratory in Seattle, Washington USA
Robotic design: Frontiers in visual and tactile sensingDesign World
Speakers Goksel Dedeoglu of PercepTonic and Gerald Loeb of SynTouch LLC will share their insights on the engineering challenges of designing robots that process visual and tactile data. Join them for a discussion of the latest advances and what the future holds for robotic sensing.
iMinds insights - 3D Visualization TechnologiesiMindsinsights
Transforming the way we deal with information - from consumption to interaction.
iMinds insights is a quarterly publication providing you with relevant tech updates based on interviews with academic and industry experts. iMinds is a digital research center and incubator based in Belgium.
For the full video of this presentation, please visit:
https://www.embedded-vision.com/platinum-members/embedded-vision-alliance/embedded-vision-training/videos/pages/feb-2017-member-meeting-rowen
For more information about embedded vision, please visit:
http://www.embedded-vision.com
Chris Rowen of Cognite Ventures delivers the presentation "The Vision AI Start-ups That Matter Most" at the February 2017 Embedded Vision Alliance Member Meeting. Rowen shares his unique perspective on the vision AI start-ups that matter most.
Antti Sunnari (Dispelix Ltd): Full-color, single-waveguide near-eye displays ...AugmentedWorldExpo
A talk from the XR Enablement Track at AWE USA 2019 - the World's #1 XR Conference & Expo in Santa Clara, California May 29-31, 2019.
Antti Sunnari (Dispelix Ltd): Full-color, single-waveguide near-eye displays for AR glasses and MR headsets
For years, many have tried to develop a see-through, near-eye display technology that combines beautiful design, excellent image quality and scalable mass production with high yields. At Dispelix, we’ve figured it out. Dispelix is helping product companies to create beautiful AR glasses based on single-waveguide full-color displays with superior image quality and mass manufacturability.
https://awexr.com
The Virtual Retinal Display (VRD) is a personal display device under development at the University of Washington's Human Interface Technology Laboratory in Seattle, Washington USA
Robotic design: Frontiers in visual and tactile sensingDesign World
Speakers Goksel Dedeoglu of PercepTonic and Gerald Loeb of SynTouch LLC will share their insights on the engineering challenges of designing robots that process visual and tactile data. Join them for a discussion of the latest advances and what the future holds for robotic sensing.
iMinds insights - 3D Visualization TechnologiesiMindsinsights
Transforming the way we deal with information - from consumption to interaction.
iMinds insights is a quarterly publication providing you with relevant tech updates based on interviews with academic and industry experts. iMinds is a digital research center and incubator based in Belgium.
For the full video of this presentation, please visit:
http://www.embedded-vision.com/platinum-members/qualcomm/embedded-vision-training/videos/pages/may-2016-embedded-vision-summit-talluri
For more information about embedded vision, please visit:
http://www.embedded-vision.com
Raj Talluri, Senior Vice President of Product Management at Qualcomm Technologies, presents the "Is Vision the New Wireless?" tutorial at the May 2016 Embedded Vision Summit.
Over the past 20 years, digital wireless communications has become an essential technology for many industries, and a primary driver for the electronics industry. Today, computer vision is showing signs of following a similar trajectory. Once used only in low-volume applications such as manufacturing inspection, vision is now becoming an essential technology for a wide range of mass-market devices, from cars to drones to mobile phones. In this presentation, Talluri examines the motivations for incorporating vision into diverse products, presents case studies that illuminate the current state of vision technology in high-volume products, and explores critical challenges to ubiquitous deployment of visual intelligence.
Soon gi Park (LetinAR): PinMR: Novel Optical Solution for AR GlassesAugmentedWorldExpo
A talk from the XR Enablement Track at AWE USA 2019 - the World's #1 XR Conference & Expo in Santa Clara, California May 29-31, 2019.
Soon gi Park (LetinAR): PinMR: Novel Optical Solution for AR Glasses
LetinAR is a Seoul-based startup developing see-through optical systems for wearable augmented reality devices. Based on our unique pin mirror technology which has quite different approaches from any other existing combiner optics, LetinAR has demonstrated ultrawide field-of-view more than 80 degrees with 8K high resolution. LetinAR also presented a form-factor-oriented glasses prototype device having the same appearance of normal glasses. In this presentation, we introduce a pin mirror technology and its benefits and contributions to wearable AR hardware including high image quality without any degradation, visual comfort supporting correct vergence and accommodation, wide field-of-view providing immersive experience as well as cost effective manufacturing process. We believe that the advantages of the pin mirror technology will not only suffice the optical requirements in future AR devices, but also shorten the beginning of AR/VR/MR era.
https://awexr.com
Jonathan Waldern (DigiLens): DigiLens Switchable Bragg Grating Waveguide Opti...AugmentedWorldExpo
A talk from the Develop Track at AWE USA 2018 - the World's #1 XR Conference & Expo in Santa Clara, California May 30- June 1, 2018.
Jonathan Waldern (DigiLens): DigiLens Switchable Bragg Grating Waveguide Optics for Augmented Reality Applications
This session will look at the key features of DigiLens waveguide technology and discusses our optical design methodology for designing and simulating the performance of DigiLens waveguides, giving examples from motorcycle, and autoHUD products.
http://AugmentedWorldExpo.com
A PPT presentation for technical seminar on the topic "Screenless Display"
References Used:
https://www.slideshare.net/vikasraj225/screenless-display-ppt?from_action=save
https://www.marketsandmarkets.com/Market-Reports/screenless-display-market-155203044.html
For the full video of this presentation, please visit:
http://www.embedded-vision.com/platinum-members/qualcomm/embedded-vision-training/videos/pages/may-2016-embedded-vision-summit-talluri
For more information about embedded vision, please visit:
http://www.embedded-vision.com
Raj Talluri, Senior Vice President of Product Management at Qualcomm Technologies, presents the "Is Vision the New Wireless?" tutorial at the May 2016 Embedded Vision Summit.
Over the past 20 years, digital wireless communications has become an essential technology for many industries, and a primary driver for the electronics industry. Today, computer vision is showing signs of following a similar trajectory. Once used only in low-volume applications such as manufacturing inspection, vision is now becoming an essential technology for a wide range of mass-market devices, from cars to drones to mobile phones. In this presentation, Talluri examines the motivations for incorporating vision into diverse products, presents case studies that illuminate the current state of vision technology in high-volume products, and explores critical challenges to ubiquitous deployment of visual intelligence.
Soon gi Park (LetinAR): PinMR: Novel Optical Solution for AR GlassesAugmentedWorldExpo
A talk from the XR Enablement Track at AWE USA 2019 - the World's #1 XR Conference & Expo in Santa Clara, California May 29-31, 2019.
Soon gi Park (LetinAR): PinMR: Novel Optical Solution for AR Glasses
LetinAR is a Seoul-based startup developing see-through optical systems for wearable augmented reality devices. Based on our unique pin mirror technology which has quite different approaches from any other existing combiner optics, LetinAR has demonstrated ultrawide field-of-view more than 80 degrees with 8K high resolution. LetinAR also presented a form-factor-oriented glasses prototype device having the same appearance of normal glasses. In this presentation, we introduce a pin mirror technology and its benefits and contributions to wearable AR hardware including high image quality without any degradation, visual comfort supporting correct vergence and accommodation, wide field-of-view providing immersive experience as well as cost effective manufacturing process. We believe that the advantages of the pin mirror technology will not only suffice the optical requirements in future AR devices, but also shorten the beginning of AR/VR/MR era.
https://awexr.com
Jonathan Waldern (DigiLens): DigiLens Switchable Bragg Grating Waveguide Opti...AugmentedWorldExpo
A talk from the Develop Track at AWE USA 2018 - the World's #1 XR Conference & Expo in Santa Clara, California May 30- June 1, 2018.
Jonathan Waldern (DigiLens): DigiLens Switchable Bragg Grating Waveguide Optics for Augmented Reality Applications
This session will look at the key features of DigiLens waveguide technology and discusses our optical design methodology for designing and simulating the performance of DigiLens waveguides, giving examples from motorcycle, and autoHUD products.
http://AugmentedWorldExpo.com
A PPT presentation for technical seminar on the topic "Screenless Display"
References Used:
https://www.slideshare.net/vikasraj225/screenless-display-ppt?from_action=save
https://www.marketsandmarkets.com/Market-Reports/screenless-display-market-155203044.html
For the full video of this presentation, please visit:
http://www.embedded-vision.com/platinum-members/embedded-vision-alliance/embedded-vision-training/videos/pages/dec-2016-member-meeting-khronos
For more information about embedded vision, please visit:
http://www.embedded-vision.com
Mark Bünger, Vice President of Research at Lux Research, delivers the presentation "Imaging + AI: Opportunities Inside the Car and Beyond" at the December 2016 Embedded Vision Alliance Member Meeting. Bünger presents his firm’s perspective on how embedded vision will upend the automotive industry.
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...apidays
Scalable LLM APIs for AI and Generative AI Application Development
Ettikan Karuppiah, Director/Technologist - NVIDIA
Apidays Singapore 2024: Connecting Customers, Business and Technology (April 17 & 18, 2024)
------
Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
AXONIM Devices offers services of digital consumer devices design and new product development. Highly skilled engineering teams perform whole development projects starting from scratch suggested by our customer and future devices architecture, functional and structural models design.
We prepare full design documentation for the manufacturing of the device enclosure, 3D model, and design documentation of the digital device. Our specialists select and purchase components, run production and assembly of printed circuit boards (PCB), test the assembled device.
Having strong background in embedded systems design our developers execute all required tasks within development cycle: schematic design, PCB design, firmware design and development, FPGA design, digital signal processing, porting and adapting embedded operating systems for a given platform, BSP and driver development, application development, operator interface or user application development, device prototyping, manufacture support.
BAT40 NVIDIA Stampfli Künstliche Intelligenz, Roboter und autonome Fahrzeuge ...BATbern
Moderne künstliche Intelligenz mit Deep Learning ist bereits
heute schon im Einsatz in verschiedenen Anwendungen.
Sprachsteuerung von Apple mit Siri, Amazon mit Alexa,
autonome Fahrzeuge von Waymo, Tesla, Gesichtserkennung von Facebook sind nur einige bekannte Beispiele aus dem Silicon Valley welche Deep Learning einsetzen.
Der Vortrag zeigt auf was wir von der Technologie erwarten
können und wie Sie unsere Leben beeinflussen wird.
Manufacturer and Exporter of Guppy Fire Wire Camera, Marlin Fire Wire Camera, Stingray Fire Wire Camera, Oscar Fire Wire Camera, Contour GPS, Contour Plus, Contourroam Waterproof Case, Contour Flex Strap, Fastec HiSpec 2 Camera.
A talk on reducing costs & increasing efficiencies by designing, testing & engineering in simulation first, plus examples of robotics & environmental capability.
Mitchell Reifel (pmdtechnologies ag): pmd Time-of-Flight – the Swiss Army Kni...AugmentedWorldExpo
A talk from the Develop Track at AWE USA 2018 - the World's #1 XR Conference & Expo in Santa Clara, California May 30- June 1, 2018.
Mitchell Reifel (pmdtechnologies ag): pmd Time-of-Flight – the Swiss Army Knife of 3D depth sensing
pmd's Time-of-Flight technology is integrated into two AR-smartphones on the market! pmd ToF is in 4 AR headsets! This talk will show what pmd has achieved, what they can do with our 3D ToF technology and why depth sensing is one secret sauce for AR, VR and MR.
http://AugmentedWorldExpo.com
Projet de la Commune de l'Université Bretagne Sud candidat au concours Label des territoires Innovants. IntercoTOUR Bretagne à Vannes, le 4 juillet 2017.
Projet de la Communauté de Communes Rahin et Chérimont candidat au concours Label des territoires Innovants. IntercoTOUR Grand Est à Nancy, le 22 juin 2017.
Présentation des installations smartcity de la ville de Saint Amand Montrond.
LABELLISE lors de l'étape orléanaise.
18/05 au Lab'O pour l'IntercoTOUR 2017.
http://www.interconnectes.com/centre2017/
Présentation du projet de refonte du site de la Communauté des Communes Gionnoises.
18/05 au Lab'O pour l'IntercoTOUR 2017.
http://www.interconnectes.com/centre2017/
Présentation de la plateforme de mise en relation des acteurs locaux par Hubtech.
LABELLISE lors de l'étape orléanaise.
18/05 au Lab'O pour l'IntercoTOUR 2017.
http://www.interconnectes.com/centre2017/
Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...Orkestra
UIIN Conference, Madrid, 27-29 May 2024
James Wilson, Orkestra and Deusto Business School
Emily Wise, Lund University
Madeline Smith, The Glasgow School of Art
Acorn Recovery: Restore IT infra within minutesIP ServerOne
Introducing Acorn Recovery as a Service, a simple, fast, and secure managed disaster recovery (DRaaS) by IP ServerOne. A DR solution that helps restore your IT infra within minutes.
0x01 - Newton's Third Law: Static vs. Dynamic AbusersOWASP Beja
f you offer a service on the web, odds are that someone will abuse it. Be it an API, a SaaS, a PaaS, or even a static website, someone somewhere will try to figure out a way to use it to their own needs. In this talk we'll compare measures that are effective against static attackers and how to battle a dynamic attacker who adapts to your counter-measures.
About the Speaker
===============
Diogo Sousa, Engineering Manager @ Canonical
An opinionated individual with an interest in cryptography and its intersection with secure software development.
This presentation, created by Syed Faiz ul Hassan, explores the profound influence of media on public perception and behavior. It delves into the evolution of media from oral traditions to modern digital and social media platforms. Key topics include the role of media in information propagation, socialization, crisis awareness, globalization, and education. The presentation also examines media influence through agenda setting, propaganda, and manipulative techniques used by advertisers and marketers. Furthermore, it highlights the impact of surveillance enabled by media technologies on personal behavior and preferences. Through this comprehensive overview, the presentation aims to shed light on how media shapes collective consciousness and public opinion.
This presentation by Morris Kleiner (University of Minnesota), was made during the discussion “Competition and Regulation in Professions and Occupations” held at the Working Party No. 2 on Competition and Regulation on 10 June 2024. More papers and presentations on the topic can be found out at oe.cd/crps.
This presentation was uploaded with the author’s consent.
Have you ever wondered how search works while visiting an e-commerce site, internal website, or searching through other types of online resources? Look no further than this informative session on the ways that taxonomies help end-users navigate the internet! Hear from taxonomists and other information professionals who have first-hand experience creating and working with taxonomies that aid in navigation, search, and discovery across a range of disciplines.
2. THEVISION DESIGNERS
A high tech spin-off from one of the French main Research Organization,
Centre National de la Recherche Scientifique (CNRS), at CerCo, the Brain
& Cognition Research Center.
An original angle on information processing in the brain, that succeeds in
proposing a disruptive technology for artificial vision.
A core technology with small footprint,scalable, easy to use, fast and
efficient pattern recognition.
Active all over the world with more of 80% export sales in different
business sectors :
SECURITY – ITS – MEDIA ANALYSIS – GAMING - MACHINEVISION &
ROBOTICS
Asia (China, Singapore, Malaysia),Australia, North America, Europe.
Innovative Image &Video Analytics solutions using a breakthrough
technology for pattern recognition in real-time based on Spiking Neuron
Network.
BIOLOGY INSPIRED
NEUROCOMPUTING
ASYNCHRONOUS SPIKING NEURON NETWORK
HUMAN VISION STRATEGIES
SINCE 1988
FEED FORWARD
TEMPORAL CODING, RANK ORDER
VISUAL PATTERN MATCHING
LEARN
SUPERVISED - UNSUPERVISED
LEARNING
DETECT
RECOGNIZE
ANY VISUAL PATTERN, OBJECT
REAL-TIME
MEMORIZE
3. THEVISION DESIGNERS
Since the beginning of 2010, technology trend shows high interest in
Neurocomputing and Artificial Intelligence (US DARPA program SYNAPSE,
EU Human Brain, Google Brain).
SPIKENET builds already operational solutions for the industry with a proven
artificial intelligence technology based on spiking neuron network.
Market forVision Systems with traditional Image Analysis solutions is
growing. More requirements for video analytics in all domain (CCTV,
MachineVision), need for more automation, etc.
SPIKENET is all about Neurocomputing, ArtificialVision, Deep
Learning since the 80s and, most of all, we deliver products.
High investments in the recent years in ROBOTICS but robot vision systems
are still limited.
What if Robots can really see and understand what it sees by itself.
What if SMARTPHONES have simulated neuron network in order to
recognize faces, objects, the scene, identify the user environment (Qualcom).
The crave for Image Analysis
and Robotics companies
acquisition
GOOGLE
NEVEN VISION
PITTPATT
VIEWDLE 45M USD
LIKE.COM
DNN RESEARCH Inc.
DEEP MIND TECHNOLOGIES
800 MUSD JETPACK
DARK BLUE LABS
VISION FACTORY
BOSTON DYNAMICS
SHAFT INC.
INDUSTRIAL PERCEPTION
REDWOOD ROBOTICS
MEKA ROBOTICS
BOT & DOLLY
FACEBOOK
FACE.COM
INSTAGRAM 1 BILLION
RECREC
100M USD
4. THEVISION DESIGNERS
Get a new class of provenVision technology with a large spectrum
of use cases.
Enrich your existing products with smart vision capabilities.
INNOVATION
KEY ADVANTAGE AGAINST
COMPETITION
ENRICH EXISTING
PRODUCTS
DESIGN
NEW
PRODUCTS
Design new products for everyday life.
CREATE THE
SMART
VISION
FUTURE
Spikenet, a technology to capture theValue from the Big Data
Image world, for today and tomorrow.
SHAPING THE FUTURE WITHYOU
Prepare the future technology disruptions:
- Camera with spiking retina and unsupervised learning process
- Neuromorphic chipset
5. THEVISION DESIGNERS
Process of automatic extraction of
information from an image using image
processing algorithms.
COLOR
Histograms
CONTOUR
Edge, Sobel, Canny…
SEGMENTATION
Erosion, Dilatation, …
Motion Extraction
Image difference
Key Points
Extraction
6. THEVISION DESIGNERS
Spikenet’sTechnology comes from
BIOLOGY and NEUROSCIENCE
COMPUTING
ARTIFICIAL
VISION
Image content
understanding
RECOGNIZE
Identification, Classification
NEW MODEL OF NEURON NETWORK
Temporal coding, Feedforward, Rank coding
LEARN MEMORIZE
DETECT
7. THEVISION DESIGNERS
Speed : detection and recognition time in milliseconds for a pattern. Over
2000 patterns in one second on a standard PC with no dedicated hardware.
Accuracy : recognition of exact image and similar patterns with controllable
selectivity.
Robustness to image alterations: detection stability against noise, blur,
occlusion, variable lighting conditions, image vibrations. Perfect for low
resolution, real life images conditions, still and moving camera, outdoor
constraints.
Detection Sensitivity: recognition of visual patterns as small as 30x30 pixels
while classic approach by key points extraction (Sift/Surf) requires bigger
size image.
30x30 PIXEL MODEL
RECOGNITION IN MILLISECONDS
VERY SMALL FOOTPRINT
30000 SOURCE CODE LINES CORE ENGINE
AVAILABLE FOR ARM CHIPSET
CAN RUN ON MOBILE PHONE
SMALL SIZE PATTERN RECOGNITION
STILL PICTURE – LIVE VIDEO STREAM
ONLY 2K BYTES PER MODEL
LEARN ANY PATTERN
8. THEVISION DESIGNERS
Video input : from low cost webcam, to high end industrial camera (high
resolution, fast frame rate). Support for USB, IP, GigE, ieee1394 camera
interface. Different bandwidth: visible, IR, UV
30x30 PIXEL MODEL
A kernel for pattern learning and recognition with only 30000 lines source
code ANSI C++ representing about 600k bytes binary.
Simple and efficient spiking neuron net model can work without floating
point computation. Full integer computing version available on entry level
chipsets.
A spikenet model for recognition weights maximum 2k bytes. Thus millions
of models over thousands of objects can be stored on simple SD card. RECOGNITION IN MILLISECONDS
VERY SMALL FOOTPRINT
30000 SOURCE CODE LINES CORE ENGINE
AVAILABLE FOR ARM CHIPSET
CAN RUN ON MOBILE PHONE
SMALL SIZE PATTERN RECOGNITION
STILL PICTURE – LIVE VIDEO STREAM
ONLY 2K BYTES PER MODEL
LEARN ANY PATTERN
9. THEVISION DESIGNERS
COMPETITION SPIKENET TECHNOLOGY
ComputerVision world using classic signal analysis
functions to process an image.
ArtificialVision technology inspired from biology
mimicking human vision process.
Little use of neuron network or use of the classic
model for neuron net based on frequency coding
with feedback loop processing.
Unique and innovative way of modeling
asynchronous spiking neuron network using
temporal coding and feedforward architecture
A pattern in computer vision world is generally
characterized by its key points extraction (SIFT).
Spikenet model of an object is constituted of its
main orientations (saliencies) and their associations.
One different imaging process for each task
face OR number plate OR simple shapes detection.
One cannot for example take a solution for face
detection and try to learn car shape for detection other
targets than face.
Capability of learning any visual pattern (face, car,
logo, user pattern, 2D, 3D objects, etc.)
Generic technology can learn anything.
Truly cognitive, i.e. capable to learn and interpret.
All by one same unique engine!
10. THEVISION DESIGNERS
COMPETITION SPIKENET TECHNOLOGY
200kb of memory for a model (pattern) descriptor 2kb only for Spikenet model
Most of existing video analytics are based on
motion detection and extraction.
Capability to detect and recognize a pattern even in
still picture.
Key points approaches requires much larger size
picture (thousands to mega pixels).
Capability of learning a visual pattern even with very
little size of only 30x30 pixels (down to 20x20).
No capability of live dynamic learning of pattern. Capability of learning a pattern either off line (pre-
processing) from an available set of pictures of the
pattern, but also capability of dynamic learning of a
pattern in live video flow.
None Unsupervised learning process.
11. THEVISION DESIGNERS
COMPETITION SPIKENET TECHNOLOGY
One to several seconds are required from keypoints
extraction to matching on dual core PC.
Detects and recognizes a pattern in less than 10
millisecond.
Machine vision solutions require constraint lighting
sources and performs badly outdoor.
Very robust to noise, blur, low contrast, changing
lighting conditions, works in natural scenes.
Most performing image recognition engine have big
footprint.
A kernel engine of 30,000 lines of source code.
Computation intensive with floating point
operations.
Can use integer only.Works on simple ARM9.
12. THEVISION DESIGNERS
AIRPORT
SECURITY
ADVANCED
VIDEO
ANALYTICS
SECURITY
POLICE FORCES
SAFE CITY
GAMING
MEDIA
ANALYSIS
MOBILE
DEVICE
MACHINE
VISION
HUMAN
SAFETY
ITS
EMBEDDED
VISION
SENSOR
KEY REFERENCES
FRENCH GOVERNMENT
BORDEAUX AIRPORT
SCOTLAND YARD
GENEVA AIRPORT
SHANGHAI POLICE
SIEMENS VAI
ARCELOR MITTAL US
AIRBUS DEFENSE &
SPACE
COFELY INEO – GDF SUEZ
POLICE FORCES
INTELLIGENCE SERVICES
BORDER POLICE
13. THEVISION DESIGNERS
SNVISION : the image recognition engine capable of learning and detection of any
visual pattern in real time in still pictures and from video streams.
MIND: the video indexing engine to generate unique signature per image and to
recognize one image among +100 Millions in one second on simple PC.
OBSERVER: the live video processing solution with selective detection and alarm
based on pattern recognition and not only motion detection. OBSERVER is
currently applied in video surveillance applications as well as machine vision
systems.
AGATHA: the datamining system for automatic extraction of visual patterns (face,
car, user defined objects), meta data generation, album creation, and pattern
matching.
LISA: Facial Biometry solution for matching 1 face picture against Millions in one
second.
REBECA: Rebar electronic counting automation system for steel industry.
eRIS: Detection of potential danger for human operator in hazardous environment.
OBSERVER
AGATHA
LISA
REBECA
E-RIS
14. THEVISION DESIGNERS
August 2012, after one year trial, Spikenet has been awarded a contract
from Bordeaux International Airport for its innovative video surveillance
solution SAM, capable of selective alarm based on pattern detection (human,
vehicle, aircraft).
→ OBSERVER is currently deployed to watch over all aircraft parking stands to
detect illicit intrusion. It has reduced by 80% the false alarm rate generated by
existing intrusion detection system (BOSCH) which is based only on motion
detection.
→ Other customers using OBSERVER include Geneva International Airport, Sita-
Suez Environment.
All existing video surveillance
solutions are based on motion
detection.
Motion detection generates a
lot of false alarms.
The machines do not
understand what it see.
Bordeaux Airport system was
generating +1200 false alarms
per month.
Only object recognition can
filter good from bad alarm.
SAM allows all movements
except illicit intrusion.
15. THEVISION DESIGNERS
15
SAM
IntelligentVideo Analytics for your CCTV
SECURITY
SAFETY
Facilitation
Flow Management
The uniqueVideo Analysis system based on image
recognition and not only motion detection.
Combined analysis of pattern and motion in real-
time.
Selective alarm strategy upon identification of
moving target.
Flow management: people, vehicle, aircraft.
Crowd estimation.
Queue management
Surveillance of critical areas.
16. THEVISION DESIGNERS
Plug & Play.
Use existing CCTV
camera & network.
No change in your
infrastructure.
Modularity.
Maintenability.
Flexibility.
Scalability.
As many AGENTs
and MANAGERs as
needed.
17. THEVISION DESIGNERS
Association
Camera – Functions
– Operator
« à la carte »
Capability to import
3rd party analytics.
Cam/OP OP 1 OP 2 OP 3 OP 4 OP 5
Camera 1
fonction 1
fonction 2
Camera 2
fonction 1
fonction 2
Camera 3
fonction 1
fonction 2
fonction 1
Camera 4
fonction 1
fonction 2
fonction 2
Camera 5
fonction 1
fonction 2
fonction 3 fonction 3
Camera 6
fonction 1
fonction 2
fcnction 3 fonction 4
Caméra 7 fonction 3
Caméra 8 fonction 3 fonction 5
. fonction 3 fonction 5
. fonction 5 fonction x
. fonction x
Caméra N fonction x
F1 : intrusion detection per motion.
F2 : aircraft parking surveillance
F3 : people detection.
F4 : face detection with/without blurring
option.
F5 : people flow estimation.
F6 : vehicle flow estimation.
F7 : people counting with gender
estimation.
F8 : vehice count.
F9 : number plate recognition
Fx…
18. THEVISION DESIGNERS
Existing facial biometry
solutions are based on key
points extraction.
Our brain recognizes by
appearance not keypoints.
LISA allows variations in pose,
eyes, face expression,
illumination, changes through
years.
Tested successfully by Border
Police in Guyanna
19. THEVISION DESIGNERS
Since 2010
Game Card reader
Card recognition
Bet Tracking
Approved by Nevada
Gaming Authority
Card reader in operation
over 20 properties
throughout the world
CASH COUNT YIELD
MANAGEMENT
GAME
PROTECTION
GAME
OUTCOME
20. THEVISION DESIGNERS
Vehicle detection, extraction,
and identification combining
Motion extraction and Pattern
Matching for robust count.
Robust to noise, shadows,
camera vibration, low light.
SPEED
ESTIMATION
TRAFFIC
FLOW
MONITORING
VEHICLE
CLASSIFICATION
VEHICLE
COUNTING
22. THEVISION DESIGNERS
In operation since 2006
Detection and Identification of
Brand logos in Sport Events.
Automatic extraction of :
number of display, duration,
size, location on the TV screen,
etc.
+620 PCs in a datacenter
processing 24/7 all sport
broadcast events worldwide,
and thousands of brands
analyzed in the database.
BRAND EXPOSURE
SPORT SPONSORSHIP
Efficiency Measurement
23. THEVISION DESIGNERS
Project in 2008
Detection and identification of
TV Commercials diffusion.
Day,Time, Channel, Duration,
Conformity to original footage.
No need of watermarking.
Based on Spikenet’s patented
video indexing engine MIND.
Broadcast Content
Monitoring
WEB TVTV Commercials
Identification
24. THEVISION DESIGNERS
- Signature pixel based
- 50 bytes per image signature
- 1h of movie in 2Mb
- Works on simple PC
Match 1 image among +100
Million in 1 second !
Finds exact and similar images
Massive visual searchMIND
Copyright
Infringement
Detection
TV
Commercials
Identification
Search
Engine
Metadata
propagation
PC Storage
Place
Optimisation
26. THEVISION DESIGNERS
PATTERN RECOGNITION
EMBEDDED IN
STANDALONE IMAGE
SENSOR
Very small footprint image
recognition engine SNVISION.
No horse computing power
needed.
Millions of patterns for
recognition can be stored in
simple SD card.
Protoypes already on Blackfin
and linux ARM platforms
(Rasberry, Panda, Odroid,…)
ROBOTS UAVAUTOMOTIVEITS