Real Time Human Motion Tracking with Image Alignment Optimization: Using Random Projection - Softcover

Muthu Kumar, B.

Softcover

ISBN 10: 3659877182 ISBN 13: 9783659877186

Publisher: LAP LAMBERT Academic Publishing, 2016

Synopsis

Analysis of human motion is studied in the context of 2D video image estimation. An adaptive human motion estimation filter with integrated phase compensator is designed to extract the relevant features from the human motion information through video samples. The use of phase compensator ensures that the algorithm performs well for both low and high frequency human motion estimation. An extended principal component analysis is applied to the two dimensional situation for dimensional reduction and results obtained, prove to be superior, compared to reported schemes. A correlation extractor is emulated in the hardware and extracts the interframe pixel correlation values and is spatial dependent. The implemented algorithm is scalable and generic and cause least modifications on the representation coefficients. Thus, it can tolerate increased variations on the motion appearance and keep the basis representation vector unaffected. Implementation results with real sequences are evaluated. The artefacts considered in the design include (i) Effects of expression, (ii) Illumination and (iii) Occlusion variations.

About this title

About the Author

Dr. MUTHU KUMAR B working as a Professor in Department of Computer Science & Engineering, Syed Ammal Engg. College, Ramanathapuram, Tamilnadu, India. His area of interest are Image Processing, Wireless Sensor Networks and Cloud Computing. He published 17 International Journals and 36 National/International conferences.

Edition details

• Publisher: LAP LAMBERT Academic Publishing
• Publication date: 2016
• Language: English
• ISBN 10: 3659877182
• ISBN 13: 9783659877186
• Binding: Paperback
• Number of pages: 156