learning-based computer vision approach for the inference of articulated motion
eBook - PDF

learning-based computer vision approach for the inference of articulated motion

,
  1. 204 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

learning-based computer vision approach for the inference of articulated motion

,

About this book

Computer vision approaches to human motion analysis have received considerable attention from different research areas over the past couple of years. The strong interest is largely due to their various applications in surveillance, driver assistance systems, human-computer interfaces, marker-less motion capture, biomedical engineering and computer graphics. This thesis investigates the computational integration of different visual representations for the detection of human bodies and the analysis of their movements in both indoor and unconstrained outdoor envi-ronments. New image coding schemes are presented in combination with methods from machine learning and dynamic filtering to address issues of complexity, robustness and generalization.

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Information

Publisher
ibidem
Year
2012
eBook ISBN
9783838256023
Edition
0

Table of contents