000 03351nam a22005175i 4500
001 978-94-91216-20-6
003 DE-He213
005 20140220083838.0
007 cr nn 008mamaa
008 111201s2011 fr | s |||| 0|eng d
020 _a9789491216206
_9978-94-91216-20-6
024 7 _a10.2991/978-94-91216-20-6
_2doi
050 4 _aT385
050 4 _aTA1637-1638
050 4 _aTK7882.P3
072 7 _aUYQV
_2bicssc
072 7 _aCOM016000
_2bisacsh
082 0 4 _a006.6
_223
100 1 _aAhad, Md. Atiqur Rahman.
_eauthor.
245 1 0 _aComputer Vision and Action Recognition
_h[electronic resource] :
_bA Guide for Image Processing and Computer Vision Community for Action Understanding /
_cby Md. Atiqur Rahman Ahad.
264 1 _aParis :
_bAtlantis Press,
_c2011.
300 _aXXI, 211p. 48 illus., 38 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aAtlantis Ambient and Pervasive Intelligence,
_x1875-7669 ;
_v5
505 0 _aIntroduction -- Low-level Image Processing for Action Representations -- Action Representation Approaches -- MHI – A Global-based Generic Approach -- Shape Representation and Feature Vector Analysis -- Action Datasets.-Challenges Ahead.
520 _aHuman action analyses and recognition are challenging problems due to large variations in human motion and appearance, camera viewpoint and environment settings. The field of action and activity representation and recognition is relatively old, yet not well-understood by the students and research community. Some important but common motion recognition problems are even now unsolved properly by the computer vision community. However, in the last decade, a number of good approaches are proposed and evaluated subsequently by many researchers. Among those methods, some methods get significant attention from many researchers in the computer vision field due to their better robustness and performance. This book will cover gap of information and materials on comprehensive outlook – through various strategies from the scratch to the state-of-the-art on computer vision regarding action recognition approaches. This book will target the students and researchers who have knowledge on image processing at a basic level and would like to explore more on this area and do research. The step by step methodologies will encourage one to move forward for a comprehensive knowledge on computer vision for recognizing various human actions.
650 0 _aComputer science.
650 0 _aComputer vision.
650 0 _aOptical pattern recognition.
650 0 _aComputer aided design.
650 1 4 _aComputer Science.
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
650 2 4 _aImage Processing and Computer Vision.
650 2 4 _aPattern Recognition.
650 2 4 _aComputer-Aided Engineering (CAD, CAE) and Design.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9789491216190
830 0 _aAtlantis Ambient and Pervasive Intelligence,
_x1875-7669 ;
_v5
856 4 0 _uhttp://dx.doi.org/10.2991/978-94-91216-20-6
912 _aZDB-2-SCS
999 _c109735
_d109735