1. Bachelor of Engineering In Image Processing Techniques For Video Content Extraction Submitted to the faculty of Engineering North Maharashtra University, Jalgaon. In partial fulfillment of requirements for the degree of Submitted By Patil Sonali S. Under the Guidance of Mr. H. D. Patil DEPARTMENT OF COMPUTER ENGINEERING S.S.V.P.S.’s B.S. DEORE COLLEGE OF ENGINEERING, DHULE. 2003 - 2004 Computer Engineering A SEMINAR REPORT

2. 8 September 2003Patil Sonali S. B.E. Computer Seminar Index 1. Introduction 2Background 3Common Image Processing Techniques 4Basis of Video Processing 5Current Research about Video Indexing & Retrieval 6Basic Requirements 7Image Processing Techniques for Video Content Extraction 8Applications 9Conclusion

3. Image Processing Techniques for Video Content Extraction 1/17 8 September 2003Patil Sonali S. B.E. Computer Seminar

4. Introduction Basis of Video and Image Processing 2/17 8 September 2003Patil Sonali S. B.E. Computer Seminar

5. Background Why Content Based Extraction needed? 3/17 8 September 2003Patil Sonali S. B.E. Computer Seminar

6. Common Image Processing techniques Dithering Erosion Dilation Opening Closing Filtering Segmentation Object Recognition 4/17 8 September 2003Patil Sonali S. B.E. Computer Seminar

7. Basis of Video Processing Content of Digital Video Shot Detection Key Picture Selection Feature Generation Object Extraction 5/17 8 September 2003Patil Sonali S. B.E. Computer Seminar

8. Current Research about Video Indexing and Retrieval Video Parsing –Shot Detection in video parsing –Key Picture Selection in video parsing –Feature Generation in video parsing 6/17 8 September 2003Patil Sonali S. B.E. Computer Seminar

9. Current Research about Video Indexing and Retrieval Video Indexing and Retrieval - Description –Examples of some image processing systems Object Recognition and Motion Tracking 7/17 8 September 2003Patil Sonali S. B.E. Computer Seminar

10. Basic Requirements Video Data Modeling 8/17 8 September 2003Patil Sonali S. B.E. Computer Seminar First Stage in Video Data Adaptation: Data Modeling

11. Basic Requirements Video indexing -Need of video indexing -High level indexing -Low level indexing -Domain specific indexing Video data Management 9/17 8 September 2003Patil Sonali S. B.E. Computer Seminar

12. Image Processing Techniques For Video Content Extraction Toolkit overview Temporal segmentation tools Cut detection Gradual transition detection –Twin-Comparison algorithm –Edge-Comparison algorithm 10/17 8 September 2003Patil Sonali S. B.E. Computer Seminar

13. Image Processing Techniques For Video Content Extraction Camera operation detection –X-ray based method Lighting conditions characterization Scene segmentation –Region-based segmentation –Motion-based segmentation –Scene and object detection –Caption extraction Edge detection 11/17 8 September 2003Patil Sonali S. B.E. Computer Seminar

14. Application Videocel applications  Video browser  WeatherDigest  News analysis 12/17 8 September 2003Patil Sonali S. B.E. Computer Seminar

15. Application COBRA Model 13/17 8 September 2003Patil Sonali S. B.E. Computer Seminar Video sequences

16. Application COBRA Model 14/17 8 September 2003Patil Sonali S. B.E. Computer Seminar Video shots

17. Application COBRA Model 15/17 8 September 2003Patil Sonali S. B.E. Computer Seminar Principal color detection - Detected player

18. Conclusion 16/17 8 September 2003Patil Sonali S. B.E. Computer Seminar

19. 17/17 8 September 2003Patil Sonali S. B.E. Computer Seminar