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Video Object Tracking with  Classification and Recognition of Objects ,[object Object],[object Object],[object Object],[object Object],[object Object],First progress Presentation
Introduction about Object Tracking ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Introduction about Object Tracking (contd..) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Application of Tracking System ,[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Shortcoming in Existing Tracking Systems ,[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Modules in My Work ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Work Going on this time for my Work ,[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Automatic Segmentation ,[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Image Segmentation ,[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Image Segmentation (Contd..) ,[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Level set method ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Level set method (contd..) First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Illustration of level set method and the contour change [Chieh-Ling Huang(2009)] First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Level set method (contd..) ,[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Difference of Level set method from Fast Marching Technique ,[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Level set method based image segmentation  (Literature Survey) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Active Contour Without Edges ,[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Shape based Level set method ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Edge extraction with level set method ,[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Level set evolution without Re-initialization ,[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Level set method based on Bayesian Classifier ,[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Results of some Existing Algorithms  (Using Level Set Method) Initial Contour   200 Iteration  450 Iteration  650 Iteration  Result of [Chunming et al. (2005)] Initial    100  400  600 Contour  Iteration  Iteration  Iteration  Results of  [Li jun Zhang et al. (2006)] First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Results of some Existing Algorithms  (Using Level Set Method) Initial Contour   100 Iteration  200 Iteration  300 Iteration  Result of [Chunming et al. (2009)] Results of  [Xu Jing et al. (2008)] First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Results of some other Existing Algorithms Bragman Algorithm for Segmentation of image First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Results of some other Existing Algorithms (Contd.) Fast Global Minimization of the Active Contour model base Image Segmentation First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Results of some other Existing Algorithms (Contd.) Image segmentation  by boundary extraction method First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Results of some other Existing Algorithms (Contd.) Global Region-Based Image Segmentation Method First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
My Proposed Approach for Image Segmentation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Achieved Result by Proposed Approach Original Image   Initial Contour  15000 Iteration  22000 Iteration  Original Image   Initial Contour  14000 Iteration  20000 Iteration  First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Achieved Result by Proposed Approach (contd..) Original Image   Initial Contour  12000 Iteration  15000 Iteration  Original Image   Initial Contour  12000 Iteration  15000 Iteration  First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Shadow Detection and Removal ,[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Shadow Detection ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
A B C ,[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Shadow Detection (Contd..) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Why the need for shadow removal? ,[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Literature Survey about Shadow Detection and Removal ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Model Based Technique ,[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Image Based Technique ,[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Colour/Spectrum Based Technique ,[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Texture Based Technique ,[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Geometry Based Technique ,[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Results of Some Existing Algorithms ,[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Results of Some Existing Algorithms (Contd..) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],A B C First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Results of Some Existing Algorithms (Contd..) ,[object Object],[object Object],Result of  [Clement Fredembach et. al. (2006)] This approach is based on Texture Based Technique. First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
My Proposed Approach for Detecting and Removing  Shadow ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
References ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
References (Contd..) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
References (Contd..) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
References (Contd..) ,[object Object],[object Object],[object Object],[object Object],First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
Thanks
First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects

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Video object tracking with classification and recognition of objects

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  • 12. Level set method (contd..) First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
  • 13. Illustration of level set method and the contour change [Chieh-Ling Huang(2009)] First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
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  • 22. Results of some Existing Algorithms (Using Level Set Method) Initial Contour 200 Iteration 450 Iteration 650 Iteration Result of [Chunming et al. (2005)] Initial 100 400 600 Contour Iteration Iteration Iteration Results of [Li jun Zhang et al. (2006)] First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
  • 23. Results of some Existing Algorithms (Using Level Set Method) Initial Contour 100 Iteration 200 Iteration 300 Iteration Result of [Chunming et al. (2009)] Results of [Xu Jing et al. (2008)] First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
  • 24. Results of some other Existing Algorithms Bragman Algorithm for Segmentation of image First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
  • 25. Results of some other Existing Algorithms (Contd.) Fast Global Minimization of the Active Contour model base Image Segmentation First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
  • 26. Results of some other Existing Algorithms (Contd.) Image segmentation by boundary extraction method First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
  • 27. Results of some other Existing Algorithms (Contd.) Global Region-Based Image Segmentation Method First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
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  • 29. Achieved Result by Proposed Approach Original Image Initial Contour 15000 Iteration 22000 Iteration Original Image Initial Contour 14000 Iteration 20000 Iteration First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
  • 30. Achieved Result by Proposed Approach (contd..) Original Image Initial Contour 12000 Iteration 15000 Iteration Original Image Initial Contour 12000 Iteration 15000 Iteration First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects
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  • 52. First Progress Presentation on Video Object Tracking with Classification and Recognition of Objects