SlideShare a Scribd company logo
1 of 6
Human Behavior Analysis Based on a
New Motion Descriptor
-- JitendraSingh Chauhan
-- Saquib Khorajia
Introduction
• Human behavior analysis:
– Important area of research in computer vision.
– Involves detecting, tracking, and understanding
people’s physical behaviors.
• Applications:
– interactive virtual reality systems.
– content-based video storage and retrieval
– sports performances analysis and enhancement
– video surveillance (based on motion descriptor)
Video Surveillance
• People are tracked and monitored for
particular actions.
• Used in security-sensitive areas.
Video Surveillance (cont..)
• Surveillance camera video streams are stored
in video archives or recorded on tapes.
• Video streams are only used “after the fact,”
as an identification tool.
• Need for real-time video analysis.
Behaviour Analysis Framework
Behavior analysis methods
• Shape-Based
• Spatial-Temporal-Based
• Trajectory-Based

More Related Content

Similar to Human behaviour analysis based on New motion descriptor

Undergraduate Research Project Presentation
Undergraduate Research Project PresentationUndergraduate Research Project Presentation
Undergraduate Research Project Presentation
Kosala Vithanage
 
Blue Eyes Technologies
Blue Eyes TechnologiesBlue Eyes Technologies
Blue Eyes Technologies
avinash_kvn
 
HOW TO WASTE YOUR TIME ON SIMPLE THINGS DONT JUST FEEL INSTEAD BLAME OTHERS A...
HOW TO WASTE YOUR TIME ON SIMPLE THINGS DONT JUST FEEL INSTEAD BLAME OTHERS A...HOW TO WASTE YOUR TIME ON SIMPLE THINGS DONT JUST FEEL INSTEAD BLAME OTHERS A...
HOW TO WASTE YOUR TIME ON SIMPLE THINGS DONT JUST FEEL INSTEAD BLAME OTHERS A...
lanaw86385
 
Detecting Anomalous Behavior with Surveillance​ Analytics​
Detecting Anomalous Behavior with Surveillance​ Analytics​Detecting Anomalous Behavior with Surveillance​ Analytics​
Detecting Anomalous Behavior with Surveillance​ Analytics​
Databricks
 
Chapter 1_Introduction.docx
Chapter 1_Introduction.docxChapter 1_Introduction.docx
Chapter 1_Introduction.docx
KISHWARYA2
 

Similar to Human behaviour analysis based on New motion descriptor (20)

Undergraduate Research Project Presentation
Undergraduate Research Project PresentationUndergraduate Research Project Presentation
Undergraduate Research Project Presentation
 
Human Activity Recognition (HAR) using HMM based Intermediate matching kernel...
Human Activity Recognition (HAR) using HMM based Intermediate matching kernel...Human Activity Recognition (HAR) using HMM based Intermediate matching kernel...
Human Activity Recognition (HAR) using HMM based Intermediate matching kernel...
 
Action_recognition-topic.pptx
Action_recognition-topic.pptxAction_recognition-topic.pptx
Action_recognition-topic.pptx
 
4 Operations Security
4 Operations Security4 Operations Security
4 Operations Security
 
Background Subtraction Algorithm Based Human Behavior Detection
Background Subtraction Algorithm Based Human Behavior DetectionBackground Subtraction Algorithm Based Human Behavior Detection
Background Subtraction Algorithm Based Human Behavior Detection
 
OBJECT AND MOTION DEDUCTION SYSTEM USING YOLO IN DEEP LEARNING.pptx
OBJECT AND MOTION DEDUCTION SYSTEM USING YOLO IN DEEP LEARNING.pptxOBJECT AND MOTION DEDUCTION SYSTEM USING YOLO IN DEEP LEARNING.pptx
OBJECT AND MOTION DEDUCTION SYSTEM USING YOLO IN DEEP LEARNING.pptx
 
IRJET- Real Time Video Object Tracking using Motion Estimation
IRJET- Real Time Video Object Tracking using Motion EstimationIRJET- Real Time Video Object Tracking using Motion Estimation
IRJET- Real Time Video Object Tracking using Motion Estimation
 
Analysis of Human Behavior Based On Centroid and Treading Track
Analysis of Human Behavior Based On Centroid and Treading  TrackAnalysis of Human Behavior Based On Centroid and Treading  Track
Analysis of Human Behavior Based On Centroid and Treading Track
 
Blue Eyes Technologies
Blue Eyes TechnologiesBlue Eyes Technologies
Blue Eyes Technologies
 
HOW TO WASTE YOUR TIME ON SIMPLE THINGS DONT JUST FEEL INSTEAD BLAME OTHERS A...
HOW TO WASTE YOUR TIME ON SIMPLE THINGS DONT JUST FEEL INSTEAD BLAME OTHERS A...HOW TO WASTE YOUR TIME ON SIMPLE THINGS DONT JUST FEEL INSTEAD BLAME OTHERS A...
HOW TO WASTE YOUR TIME ON SIMPLE THINGS DONT JUST FEEL INSTEAD BLAME OTHERS A...
 
AI Based Image Analysis & Analytics Solution-.pdf
AI Based Image Analysis & Analytics Solution-.pdfAI Based Image Analysis & Analytics Solution-.pdf
AI Based Image Analysis & Analytics Solution-.pdf
 
Smart surveillance
Smart surveillanceSmart surveillance
Smart surveillance
 
HUMAN MOTION DETECTION AND TRACKING FOR VIDEO SURVEILLANCE
HUMAN MOTION DETECTION AND TRACKING FOR VIDEO SURVEILLANCEHUMAN MOTION DETECTION AND TRACKING FOR VIDEO SURVEILLANCE
HUMAN MOTION DETECTION AND TRACKING FOR VIDEO SURVEILLANCE
 
FASSOLD Deep learning for semantic analysis and annotation of conventional an...
FASSOLD Deep learning for semantic analysis and annotation of conventional an...FASSOLD Deep learning for semantic analysis and annotation of conventional an...
FASSOLD Deep learning for semantic analysis and annotation of conventional an...
 
【ISVC2015】Evaluation of Vision-based Human Activity Recognition in Dense Traj...
【ISVC2015】Evaluation of Vision-based Human Activity Recognition in Dense Traj...【ISVC2015】Evaluation of Vision-based Human Activity Recognition in Dense Traj...
【ISVC2015】Evaluation of Vision-based Human Activity Recognition in Dense Traj...
 
Q180305116119
Q180305116119Q180305116119
Q180305116119
 
Detecting Anomalous Behavior with Surveillance​ Analytics​
Detecting Anomalous Behavior with Surveillance​ Analytics​Detecting Anomalous Behavior with Surveillance​ Analytics​
Detecting Anomalous Behavior with Surveillance​ Analytics​
 
Huawei STW 2018 public
Huawei STW 2018 publicHuawei STW 2018 public
Huawei STW 2018 public
 
[IJET-V1I3P20] Authors:Prof. D.S.Patil, Miss. R.B.Khanderay, Prof.Teena Padvi.
[IJET-V1I3P20] Authors:Prof. D.S.Patil, Miss. R.B.Khanderay, Prof.Teena Padvi.[IJET-V1I3P20] Authors:Prof. D.S.Patil, Miss. R.B.Khanderay, Prof.Teena Padvi.
[IJET-V1I3P20] Authors:Prof. D.S.Patil, Miss. R.B.Khanderay, Prof.Teena Padvi.
 
Chapter 1_Introduction.docx
Chapter 1_Introduction.docxChapter 1_Introduction.docx
Chapter 1_Introduction.docx
 

More from أحلام انصارى

Html5 offers 5 times better ways to hijack the website
Html5 offers 5 times better ways to hijack the website Html5 offers 5 times better ways to hijack the website
Html5 offers 5 times better ways to hijack the website
أحلام انصارى
 
Operating system vulnerability and control
Operating system vulnerability and control Operating system vulnerability and control
Operating system vulnerability and control
أحلام انصارى
 
Website attack n defacement n its control measures
Website attack n defacement n its control measures Website attack n defacement n its control measures
Website attack n defacement n its control measures
أحلام انصارى
 

More from أحلام انصارى (20)

An Enhanced Independent Component-Based Human Facial Expression Recognition ...
An Enhanced Independent Component-Based Human Facial Expression Recognition  ...An Enhanced Independent Component-Based Human Facial Expression Recognition  ...
An Enhanced Independent Component-Based Human Facial Expression Recognition ...
 
Intention recognition for dynamic role exchange in haptic
Intention recognition for dynamic role exchange in hapticIntention recognition for dynamic role exchange in haptic
Intention recognition for dynamic role exchange in haptic
 
Noise Adaptive Training for Robust Automatic Speech Recognition
Noise Adaptive Training for Robust Automatic Speech RecognitionNoise Adaptive Training for Robust Automatic Speech Recognition
Noise Adaptive Training for Robust Automatic Speech Recognition
 
Recognizing Human-Object Interactions in Still Images by Modeling the Mutual ...
Recognizing Human-Object Interactions inStill Images by Modeling the Mutual ...Recognizing Human-Object Interactions inStill Images by Modeling the Mutual ...
Recognizing Human-Object Interactions in Still Images by Modeling the Mutual ...
 
Multimodal Biometric Human Recognition for Perceptual Human–Computer Interaction
Multimodal Biometric Human Recognition for Perceptual Human–Computer InteractionMultimodal Biometric Human Recognition for Perceptual Human–Computer Interaction
Multimodal Biometric Human Recognition for Perceptual Human–Computer Interaction
 
Security issues in cloud database
Security  issues  in cloud   database Security  issues  in cloud   database
Security issues in cloud database
 
Html5 offers 5 times better ways to hijack the website
Html5 offers 5 times better ways to hijack the website Html5 offers 5 times better ways to hijack the website
Html5 offers 5 times better ways to hijack the website
 
Honey pot in cloud computing
Honey pot in cloud computingHoney pot in cloud computing
Honey pot in cloud computing
 
grid authentication
grid authenticationgrid authentication
grid authentication
 
Security As A Service In Cloud(SECaaS)
Security As A Service In Cloud(SECaaS)Security As A Service In Cloud(SECaaS)
Security As A Service In Cloud(SECaaS)
 
Soa
SoaSoa
Soa
 
Rbac
RbacRbac
Rbac
 
Password craking techniques
Password craking techniques Password craking techniques
Password craking techniques
 
Operating system vulnerability and control
Operating system vulnerability and control Operating system vulnerability and control
Operating system vulnerability and control
 
Network ssecurity toolkit
Network ssecurity toolkitNetwork ssecurity toolkit
Network ssecurity toolkit
 
Image forgery and security
Image forgery and securityImage forgery and security
Image forgery and security
 
Image based authentication
Image based authenticationImage based authentication
Image based authentication
 
Dmz
Dmz Dmz
Dmz
 
Cryptography
Cryptography Cryptography
Cryptography
 
Website attack n defacement n its control measures
Website attack n defacement n its control measures Website attack n defacement n its control measures
Website attack n defacement n its control measures
 

Recently uploaded

Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
kauryashika82
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
QucHHunhnh
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
heathfieldcps1
 

Recently uploaded (20)

ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptx
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docx
 
Spatium Project Simulation student brief
Spatium Project Simulation student briefSpatium Project Simulation student brief
Spatium Project Simulation student brief
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
Dyslexia AI Workshop for Slideshare.pptx
Dyslexia AI Workshop for Slideshare.pptxDyslexia AI Workshop for Slideshare.pptx
Dyslexia AI Workshop for Slideshare.pptx
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptx
 
Magic bus Group work1and 2 (Team 3).pptx
Magic bus Group work1and 2 (Team 3).pptxMagic bus Group work1and 2 (Team 3).pptx
Magic bus Group work1and 2 (Team 3).pptx
 
Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
 
PROCESS RECORDING FORMAT.docx
PROCESS      RECORDING        FORMAT.docxPROCESS      RECORDING        FORMAT.docx
PROCESS RECORDING FORMAT.docx
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POS
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 

Human behaviour analysis based on New motion descriptor

  • 1. Human Behavior Analysis Based on a New Motion Descriptor -- JitendraSingh Chauhan -- Saquib Khorajia
  • 2. Introduction • Human behavior analysis: – Important area of research in computer vision. – Involves detecting, tracking, and understanding people’s physical behaviors. • Applications: – interactive virtual reality systems. – content-based video storage and retrieval – sports performances analysis and enhancement – video surveillance (based on motion descriptor)
  • 3. Video Surveillance • People are tracked and monitored for particular actions. • Used in security-sensitive areas.
  • 4. Video Surveillance (cont..) • Surveillance camera video streams are stored in video archives or recorded on tapes. • Video streams are only used “after the fact,” as an identification tool. • Need for real-time video analysis.
  • 6. Behavior analysis methods • Shape-Based • Spatial-Temporal-Based • Trajectory-Based