SlideShare a Scribd company logo
1 of 6
20 January 2018 1
Batch members:
D.Srinivas Reddy - 119004037
Monish Ram K - 120102008
Viswanathan B - 119004229
Lalkishen M - 119004234
Mentor: Dr. K Narasimhan
HAND GESTURE RECOGNITION USING IMAGE
PROCESSING
BECCEC608/MCSCEC608/Mini Project 1
2
Introduction
Gestures
- Important aspects of Human Interaction
- Non-verbal communication commonly used by
humans in daily life
- like movement of hand, face or other parts of the
body
Hand Gesture Recognition
- Highly adaptive interface between machine and
their users with a mathematical algorithm
- User friendly access, less time consumption and
interactive approach
Motivation
3
• Gestures – common in personal
communication
• Gives a wide scope in developing a unique
way of Human-machine interaction
• Hand Gesture Recognition System – a
convenient tool for the disabled(dumb)
• Virtual Mouse
•In slide presentations
•Substitute for Remote
Objective
4
Implementation of
Human Computer
Interaction
Basic Flow Chart
Algorithms
- For background
- For recognition
Accuracy and Efficiency
Work Plan
5
Month Plan
January Basic Idea and algorithms required to implement the problem
statement
1st Half of
February
Referring research papers to understand the implementation of
various Hand Gesture Recognition Algorithms
2nd Half of
February
Building the program from the algorithm for implementing the
problem statement
1st Half of
March
Execution of the problem statement for certain number of
trails and analyzing it’s accuracy and efficiency
2nd Half of
March
Checking and analysing outputs for error (if any) and
accordingly modifying for the expected output
References
[1] Meenakshi Panwar and Pawan Singh Mehra , “Hand Gesture Recognition for
Human Computer Interaction”, in Proceedings of IEEE International Conference on
Image Information Processing(ICIIP 2011), Waknaghat,India, November 2011.
[2] Amornched Jinda-apiraksa, Warong Pongstiensak, and Toshiaki Kondo,”A Simple
Shape-Based Approach to Hand Gesture Recognition”, in Proceedings of IEEE
International Conference on Electrical Engineering/Electronics Computer
Telecommunications and Information Technology (ECTI-CON), Pathumthani,
Thailand , pages 851-855, May 2010
[3] A. Jinda-Apiraksa, W. Pongstiensak, and T. Kondo, “Shape-Based Finger Pattern
Recognition using Compactness and Radial Distance,” The 3rd International
Conference on Embedded Systems and Intelligent
Technology(ICESIT 2010), Chiang Mai, Thailand, February 2010.
[4] Rajeshree Rokade , Dharmpal Doye, Manesh Kokare, “Hand Gesture
Recognition by Thinning Method”, in Proceedings of IEEE International Conference
on Digital Image Processing (ICDIP), Nanded India, pages
284 – 287, March 2009.

More Related Content

What's hot

A Framework For Dynamic Hand Gesture Recognition Using Key Frames Extraction
A Framework For Dynamic Hand Gesture Recognition Using Key Frames ExtractionA Framework For Dynamic Hand Gesture Recognition Using Key Frames Extraction
A Framework For Dynamic Hand Gesture Recognition Using Key Frames ExtractionNEERAJ BAGHEL
 
Gesture recognition document
Gesture recognition documentGesture recognition document
Gesture recognition documentNikhil Jha
 
Gesture Recogntion Technology
Gesture Recogntion TechnologyGesture Recogntion Technology
Gesture Recogntion TechnologyMohit Sipani
 
Gesture Recognition Technology-Seminar PPT
Gesture Recognition Technology-Seminar PPTGesture Recognition Technology-Seminar PPT
Gesture Recognition Technology-Seminar PPTSuraj Rai
 
Hand gesture recognition
Hand gesture recognitionHand gesture recognition
Hand gesture recognitionBhawana Singh
 
Deaf and Dump Gesture Recognition System
Deaf and Dump Gesture Recognition SystemDeaf and Dump Gesture Recognition System
Deaf and Dump Gesture Recognition SystemPraveena T
 
Hand gesture recognition
Hand gesture recognitionHand gesture recognition
Hand gesture recognitionbakhti rahman
 
Sign Language Recognition based on Hands symbols Classification
Sign Language Recognition based on Hands symbols ClassificationSign Language Recognition based on Hands symbols Classification
Sign Language Recognition based on Hands symbols ClassificationTriloki Gupta
 
Gesture recognition technology
Gesture recognition technology Gesture recognition technology
Gesture recognition technology Nagamani Gurram
 
Final Year Project-Gesture Based Interaction and Image Processing
Final Year Project-Gesture Based Interaction and Image ProcessingFinal Year Project-Gesture Based Interaction and Image Processing
Final Year Project-Gesture Based Interaction and Image ProcessingSabnam Pandey, MBA
 
Hand Gesture Controlled Wireless Robot
Hand Gesture Controlled Wireless RobotHand Gesture Controlled Wireless Robot
Hand Gesture Controlled Wireless Robotsiddhartha muduli
 
Hand Gesture Recognition system for deaf and dump people
Hand Gesture Recognition system for deaf and dump peopleHand Gesture Recognition system for deaf and dump people
Hand Gesture Recognition system for deaf and dump peopleManu Devappa
 
Magic glove( sign to voice conversion)
Magic glove( sign to voice conversion)Magic glove( sign to voice conversion)
Magic glove( sign to voice conversion)Abhilasha Jain
 
Face recognition technology
Face recognition technologyFace recognition technology
Face recognition technologyShubhamLamichane
 
HAND GESTURE RECOGNITION.ppt (1).pptx
HAND GESTURE RECOGNITION.ppt (1).pptxHAND GESTURE RECOGNITION.ppt (1).pptx
HAND GESTURE RECOGNITION.ppt (1).pptxDeepakkumaragrahari1
 

What's hot (20)

Hand gesture recognition
Hand gesture recognitionHand gesture recognition
Hand gesture recognition
 
Gesture recognition
Gesture recognitionGesture recognition
Gesture recognition
 
A Framework For Dynamic Hand Gesture Recognition Using Key Frames Extraction
A Framework For Dynamic Hand Gesture Recognition Using Key Frames ExtractionA Framework For Dynamic Hand Gesture Recognition Using Key Frames Extraction
A Framework For Dynamic Hand Gesture Recognition Using Key Frames Extraction
 
Gesture recognition document
Gesture recognition documentGesture recognition document
Gesture recognition document
 
Gesture Recogntion Technology
Gesture Recogntion TechnologyGesture Recogntion Technology
Gesture Recogntion Technology
 
Gesture Recognition Technology-Seminar PPT
Gesture Recognition Technology-Seminar PPTGesture Recognition Technology-Seminar PPT
Gesture Recognition Technology-Seminar PPT
 
Hand gesture recognition
Hand gesture recognitionHand gesture recognition
Hand gesture recognition
 
Deaf and Dump Gesture Recognition System
Deaf and Dump Gesture Recognition SystemDeaf and Dump Gesture Recognition System
Deaf and Dump Gesture Recognition System
 
Sign language recognizer
Sign language recognizerSign language recognizer
Sign language recognizer
 
Hand gesture recognition
Hand gesture recognitionHand gesture recognition
Hand gesture recognition
 
Sign Language Recognition based on Hands symbols Classification
Sign Language Recognition based on Hands symbols ClassificationSign Language Recognition based on Hands symbols Classification
Sign Language Recognition based on Hands symbols Classification
 
Gesture Recognition
Gesture RecognitionGesture Recognition
Gesture Recognition
 
Gesture recognition technology
Gesture recognition technology Gesture recognition technology
Gesture recognition technology
 
Final Year Project-Gesture Based Interaction and Image Processing
Final Year Project-Gesture Based Interaction and Image ProcessingFinal Year Project-Gesture Based Interaction and Image Processing
Final Year Project-Gesture Based Interaction and Image Processing
 
Hand Gesture Controlled Wireless Robot
Hand Gesture Controlled Wireless RobotHand Gesture Controlled Wireless Robot
Hand Gesture Controlled Wireless Robot
 
Hand Gesture Recognition system for deaf and dump people
Hand Gesture Recognition system for deaf and dump peopleHand Gesture Recognition system for deaf and dump people
Hand Gesture Recognition system for deaf and dump people
 
Magic glove( sign to voice conversion)
Magic glove( sign to voice conversion)Magic glove( sign to voice conversion)
Magic glove( sign to voice conversion)
 
Face recognition technology
Face recognition technologyFace recognition technology
Face recognition technology
 
HAND GESTURE RECOGNITION.ppt (1).pptx
HAND GESTURE RECOGNITION.ppt (1).pptxHAND GESTURE RECOGNITION.ppt (1).pptx
HAND GESTURE RECOGNITION.ppt (1).pptx
 
Virtual smart phones
Virtual smart phonesVirtual smart phones
Virtual smart phones
 

Similar to Hand Gesture Recognition using Image Processing

Paper id 21201494
Paper id 21201494Paper id 21201494
Paper id 21201494IJRAT
 
Paper id 25201413
Paper id 25201413Paper id 25201413
Paper id 25201413IJRAT
 
Indian Sign Language Recognition using Vision Transformer based Convolutional...
Indian Sign Language Recognition using Vision Transformer based Convolutional...Indian Sign Language Recognition using Vision Transformer based Convolutional...
Indian Sign Language Recognition using Vision Transformer based Convolutional...IRJET Journal
 
Elastic cognitive systems 18 6-2015-dustdar
Elastic cognitive systems 18 6-2015-dustdarElastic cognitive systems 18 6-2015-dustdar
Elastic cognitive systems 18 6-2015-dustdardiannepatricia
 
Hand Motion Gestures For Mobile Communication Based On Inertial Sensors For O...
Hand Motion Gestures For Mobile Communication Based On Inertial Sensors For O...Hand Motion Gestures For Mobile Communication Based On Inertial Sensors For O...
Hand Motion Gestures For Mobile Communication Based On Inertial Sensors For O...IJERA Editor
 
Various Mathematical and Geometrical Models for Fingerprints: A Survey
Various Mathematical and Geometrical Models for Fingerprints: A SurveyVarious Mathematical and Geometrical Models for Fingerprints: A Survey
Various Mathematical and Geometrical Models for Fingerprints: A Surveyidescitation
 
A Mobile Expert System Application for Solving Personal Computer Problems.pdf
A Mobile Expert System Application for Solving Personal Computer Problems.pdfA Mobile Expert System Application for Solving Personal Computer Problems.pdf
A Mobile Expert System Application for Solving Personal Computer Problems.pdfKayla Smith
 
Emergence Detection And Rescue Using Wireless Sensor Networks
Emergence Detection And Rescue Using Wireless Sensor NetworksEmergence Detection And Rescue Using Wireless Sensor Networks
Emergence Detection And Rescue Using Wireless Sensor NetworksIRJET Journal
 
March 2021: Top 10 Read Article in Computer Science & Information Technology
March 2021: Top 10 Read Article in Computer Science & Information TechnologyMarch 2021: Top 10 Read Article in Computer Science & Information Technology
March 2021: Top 10 Read Article in Computer Science & Information TechnologyAIRCC Publishing Corporation
 
R.vinoth curriculum vitae
R.vinoth curriculum vitaeR.vinoth curriculum vitae
R.vinoth curriculum vitaevinoth rathinam
 
Curriculum vitae r.vinoth
Curriculum vitae r.vinothCurriculum vitae r.vinoth
Curriculum vitae r.vinothvinoth rathinam
 
Usability guidelines for usable user interface
Usability guidelines for usable user interfaceUsability guidelines for usable user interface
Usability guidelines for usable user interfaceeSAT Publishing House
 
An HCI Principles based Framework to Support Deaf Community
An HCI Principles based Framework to Support Deaf CommunityAn HCI Principles based Framework to Support Deaf Community
An HCI Principles based Framework to Support Deaf CommunityIJEACS
 
April 2023-Top Cited Articles in International Journal of Ubiquitous Computin...
April 2023-Top Cited Articles in International Journal of Ubiquitous Computin...April 2023-Top Cited Articles in International Journal of Ubiquitous Computin...
April 2023-Top Cited Articles in International Journal of Ubiquitous Computin...ijujournal
 

Similar to Hand Gesture Recognition using Image Processing (20)

qwerasdfzxcv
qwerasdfzxcvqwerasdfzxcv
qwerasdfzxcv
 
Paper id 21201494
Paper id 21201494Paper id 21201494
Paper id 21201494
 
Paper id 25201413
Paper id 25201413Paper id 25201413
Paper id 25201413
 
Indian Sign Language Recognition using Vision Transformer based Convolutional...
Indian Sign Language Recognition using Vision Transformer based Convolutional...Indian Sign Language Recognition using Vision Transformer based Convolutional...
Indian Sign Language Recognition using Vision Transformer based Convolutional...
 
Elsevier PPT
Elsevier PPTElsevier PPT
Elsevier PPT
 
Elastic cognitive systems 18 6-2015-dustdar
Elastic cognitive systems 18 6-2015-dustdarElastic cognitive systems 18 6-2015-dustdar
Elastic cognitive systems 18 6-2015-dustdar
 
40120140503005 2
40120140503005 240120140503005 2
40120140503005 2
 
Hand Motion Gestures For Mobile Communication Based On Inertial Sensors For O...
Hand Motion Gestures For Mobile Communication Based On Inertial Sensors For O...Hand Motion Gestures For Mobile Communication Based On Inertial Sensors For O...
Hand Motion Gestures For Mobile Communication Based On Inertial Sensors For O...
 
Various Mathematical and Geometrical Models for Fingerprints: A Survey
Various Mathematical and Geometrical Models for Fingerprints: A SurveyVarious Mathematical and Geometrical Models for Fingerprints: A Survey
Various Mathematical and Geometrical Models for Fingerprints: A Survey
 
A Mobile Expert System Application for Solving Personal Computer Problems.pdf
A Mobile Expert System Application for Solving Personal Computer Problems.pdfA Mobile Expert System Application for Solving Personal Computer Problems.pdf
A Mobile Expert System Application for Solving Personal Computer Problems.pdf
 
2 4-10
2 4-102 4-10
2 4-10
 
Emergence Detection And Rescue Using Wireless Sensor Networks
Emergence Detection And Rescue Using Wireless Sensor NetworksEmergence Detection And Rescue Using Wireless Sensor Networks
Emergence Detection And Rescue Using Wireless Sensor Networks
 
March 2021: Top 10 Read Article in Computer Science & Information Technology
March 2021: Top 10 Read Article in Computer Science & Information TechnologyMarch 2021: Top 10 Read Article in Computer Science & Information Technology
March 2021: Top 10 Read Article in Computer Science & Information Technology
 
Ay4103315317
Ay4103315317Ay4103315317
Ay4103315317
 
R.vinoth curriculum vitae
R.vinoth curriculum vitaeR.vinoth curriculum vitae
R.vinoth curriculum vitae
 
Curriculum vitae r.vinoth
Curriculum vitae r.vinothCurriculum vitae r.vinoth
Curriculum vitae r.vinoth
 
HAND GESTURE RECOGNITION FOR HCI (HUMANCOMPUTER INTERACTION) USING ARTIFICIAL...
HAND GESTURE RECOGNITION FOR HCI (HUMANCOMPUTER INTERACTION) USING ARTIFICIAL...HAND GESTURE RECOGNITION FOR HCI (HUMANCOMPUTER INTERACTION) USING ARTIFICIAL...
HAND GESTURE RECOGNITION FOR HCI (HUMANCOMPUTER INTERACTION) USING ARTIFICIAL...
 
Usability guidelines for usable user interface
Usability guidelines for usable user interfaceUsability guidelines for usable user interface
Usability guidelines for usable user interface
 
An HCI Principles based Framework to Support Deaf Community
An HCI Principles based Framework to Support Deaf CommunityAn HCI Principles based Framework to Support Deaf Community
An HCI Principles based Framework to Support Deaf Community
 
April 2023-Top Cited Articles in International Journal of Ubiquitous Computin...
April 2023-Top Cited Articles in International Journal of Ubiquitous Computin...April 2023-Top Cited Articles in International Journal of Ubiquitous Computin...
April 2023-Top Cited Articles in International Journal of Ubiquitous Computin...
 

Recently uploaded

OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...Soham Mondal
 
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerStudy on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerAnamika Sarkar
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxJoão Esperancinha
 
Analog to Digital and Digital to Analog Converter
Analog to Digital and Digital to Analog ConverterAnalog to Digital and Digital to Analog Converter
Analog to Digital and Digital to Analog ConverterAbhinavSharma374939
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxupamatechverse
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024Mark Billinghurst
 
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSMANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSSIVASHANKAR N
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxupamatechverse
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024hassan khalil
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Dr.Costas Sachpazis
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝soniya singh
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxpranjaldaimarysona
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSRajkumarAkumalla
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxupamatechverse
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escortsranjana rawat
 

Recently uploaded (20)

OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
 
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerStudy on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
 
Analog to Digital and Digital to Analog Converter
Analog to Digital and Digital to Analog ConverterAnalog to Digital and Digital to Analog Converter
Analog to Digital and Digital to Analog Converter
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptx
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024
 
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
 
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSMANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptx
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptx
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
 
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptx
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
 

Hand Gesture Recognition using Image Processing

  • 1. 20 January 2018 1 Batch members: D.Srinivas Reddy - 119004037 Monish Ram K - 120102008 Viswanathan B - 119004229 Lalkishen M - 119004234 Mentor: Dr. K Narasimhan HAND GESTURE RECOGNITION USING IMAGE PROCESSING BECCEC608/MCSCEC608/Mini Project 1
  • 2. 2 Introduction Gestures - Important aspects of Human Interaction - Non-verbal communication commonly used by humans in daily life - like movement of hand, face or other parts of the body Hand Gesture Recognition - Highly adaptive interface between machine and their users with a mathematical algorithm - User friendly access, less time consumption and interactive approach
  • 3. Motivation 3 • Gestures – common in personal communication • Gives a wide scope in developing a unique way of Human-machine interaction • Hand Gesture Recognition System – a convenient tool for the disabled(dumb) • Virtual Mouse •In slide presentations •Substitute for Remote
  • 4. Objective 4 Implementation of Human Computer Interaction Basic Flow Chart Algorithms - For background - For recognition Accuracy and Efficiency
  • 5. Work Plan 5 Month Plan January Basic Idea and algorithms required to implement the problem statement 1st Half of February Referring research papers to understand the implementation of various Hand Gesture Recognition Algorithms 2nd Half of February Building the program from the algorithm for implementing the problem statement 1st Half of March Execution of the problem statement for certain number of trails and analyzing it’s accuracy and efficiency 2nd Half of March Checking and analysing outputs for error (if any) and accordingly modifying for the expected output
  • 6. References [1] Meenakshi Panwar and Pawan Singh Mehra , “Hand Gesture Recognition for Human Computer Interaction”, in Proceedings of IEEE International Conference on Image Information Processing(ICIIP 2011), Waknaghat,India, November 2011. [2] Amornched Jinda-apiraksa, Warong Pongstiensak, and Toshiaki Kondo,”A Simple Shape-Based Approach to Hand Gesture Recognition”, in Proceedings of IEEE International Conference on Electrical Engineering/Electronics Computer Telecommunications and Information Technology (ECTI-CON), Pathumthani, Thailand , pages 851-855, May 2010 [3] A. Jinda-Apiraksa, W. Pongstiensak, and T. Kondo, “Shape-Based Finger Pattern Recognition using Compactness and Radial Distance,” The 3rd International Conference on Embedded Systems and Intelligent Technology(ICESIT 2010), Chiang Mai, Thailand, February 2010. [4] Rajeshree Rokade , Dharmpal Doye, Manesh Kokare, “Hand Gesture Recognition by Thinning Method”, in Proceedings of IEEE International Conference on Digital Image Processing (ICDIP), Nanded India, pages 284 – 287, March 2009.