000 03108cam a2200301 a 4500
008 121114s2011 enka b 001 0 eng
010 _a2010936817
020 _a9781848829343 (hbk.)
020 _a1848829345 (hbk.)
020 _a9781848829350 (ebook)
020 _a1848829353 (ebook)
035 _a(Sirsi) u8389
040 _aEG-CaNU
_c EG-CaNU
042 _ancode
082 0 4 _a006.37
_2 22
100 1 _aSzeliski, Richard,
_d 1958-
_915446
245 1 0 _aComputer vision :
_b algorithms and applications /
_c Richard Szeliski.
250 _a
260 _aLondon :
_b Springer,
_c c2011.
300 _axx, 812 p. :
_b ill. (some col.) ;
_c 29 cm.
490 0 _aTexts in computer science
_x 18680941
504 _aIncludes bibliographical references (p. [691]-792) and index.
650 0 _aComputer vision.
_915447
650 0 _t Introduction.
_t What is computer vision? ;
_t A brief history ;
_t Book overview ;
_t Sample syllabus ;
_t Notation --
_t Image formation.
_t Geometric primitives and transformations ;
_t Photometric image formation ;
_t The digital camera --
_t Image processing.
_t Point operators ;
_t Linear filtering ;
_t More neighborhood operators ;
_t Fourier transforms ;
_t Pyramids and wavelets ;
_t Geometric transformations ;
_t Global optimization --
_t Feature detection and matching.
_t Points and patches ;
_t Edges ;
_t Lines --
_t Segmentation.
_t Active contours ;
_t Split and merge ;
_t Mean shift and mode finding ;
_t Normalized cuts ;
_t Graph cuts and energy-based methods --
_t Feature-based alignment.
_t 2D and 3D feature-based alignment ;
_t Pose estimation ;
_t Geometric intrinsic calibration --
_t Structure from motion.
_t Triangulation ;
_t Two-frame structure from motion ;
_t Factorization ;
_t Bundle adjustment ;
_t Constrained structure and motion --
_t Dense motion estimation.
_t Translational alignment ;
_t Parametric motion ;
_t Spline-based motion ;
_t Optical flow ;
_t Layered motion --
_t Image stitching.
_t Motion models ;
_t Global alignment ;
_t Compositing --
_t Computational photography.
_t Photometric calibration ;
_t High dynamic range imaging ;
_t Super-resolution and blur removal ;
_t Image matting and compositing ;
_t Texture analysis and synthesis --
_t Stereo correspondence.
_t Epipolar geometry ;
_t Sparse correspondence ;
_t Dense correspondence ;
_t Local methods ;
_t Global optimization ;
_t Multi-view stereo --
_t 3D reconstruction.
_t Shape from X ;
_t Active rangefinding ;
_t Surface representations ;
_t Point-base representations ;
_t Volumetric representations ;
_t Model-based reconstruction ;
_t Recovering texture maps and albedos --
_t Image-based rendering.
_t View interpolation ;
_t Layered depth images ;
_t Light fields and Lumigraphs ;
_t Environment mattes ;
_t Video-base rendering --
_t Recognition.
_t Object detection ;
_t Face recognition ;
_t Instance recognition ;
_t Category recognition ;
_t Context and scene understanding ;
_t Recognition databases and test sets.
_915448
650 0 _aImage processing.
_915449
650 0 _aComputer algorithms.
_915450
596 _a1
999 _c7272
_d7272