000 01567 a2200205 4500
005 20181220120850.0
008 181220b xxu||||| |||| 00| 0 eng d
020 _a9781107184886
040 _cIIT Kanpur
041 _aeng
082 _a621.367
_bSn92f
100 _aSnyder, Wesley E.
245 _aFundamentals of computer vision
_cWesley E. Snyder and Hairong Qi
260 _bCambridge University Press
_c2017
_aCambridge
300 _axiv, 377p
520 _aComputer vision has widespread and growing application including robotics, autonomous vehicles, medical imaging and diagnosis, surveillance, video analysis, and even tracking for sports analysis. This book equips the reader with crucial mathematical and algorithmic tools to develop a thorough understanding of the underlying components of any complete computer vision system and to design such systems. These components include identifying local features such as corners or edges in the presence of noise, edge preserving smoothing, connected component labeling, stereopsis, thresholding, clustering, segmentation, and describing and matching both shapes and scenes. The extensive examples include photographs of faces, cartoons, animal footprints, and angiograms, and each chapter concludes with homework exercises and suggested projects. Intended for advanced undergraduate and beginning graduate students, the text will also be of use to practitioners and researchers in a range of applications.
650 _aImage processing -- Digital techniques
700 _aQi, Hairong
942 _cBK
999 _c559905
_d559905