03739nam a22004217a 4500 33037 BD-DhAAL 20211108130550.0 180416t2011 enka b 001 0 eng 39132 39132 2010936817 GBB056381 bnb 015541788 Uk 9781848829343 (hbk.) 1848829345 (hbk.) 9781848829350 UKM UKM BTCTA YDXCP HEBIS CDX OIP MUU WRM WEA WSL DLC BD-DhAAL TA1634 .S97 2011 006.37 22 Szeliski, Richard 1958- 25576 Computer vision : algorithms and applications / Richard Szeliski London : New York : Springer, c2011 xx, 812 pages : illustrations(some color) ; 29 cm. Texts in computer science Includes bibliographical references (pages [691]-792) and index. Introduction. What is computer vision? ; A brief history ; Book overview ; Sample syllabus ; Notation -- Image formation. Geometric primitives and transformations ; Photometric image formation ; The digital camera -- Image processing. Point operators ; Linear filtering ; More neighborhood operators ; Fourier transforms ; Pyramids and wavelets ; Geometric transformations ; Global optimization -- Feature detection and matching. Points and patches ; Edges ; Lines -- Segmentation. Active contours ; Split and merge ; Mean shift and mode finding ; Normalized cuts ; Graph cuts and energy-based methods -- Feature-based alignment. 2D and 3D feature-based alignment ; Pose estimation ; Geometric intrinsic calibration -- Structure from motion. Triangulation ; Two-frame structure from motion ; Factorization ; Bundle adjustment ; Constrained structure and motion -- Dense motion estimation. Translational alignment ; Parametric motion ; Spline-based motion ; Optical flow ; Layered motion -- Image stitching. Motion models ; Global alignment ; Compositing -- Computational photography. Photometric calibration ; High dynamic range imaging ; Super-resolution and blur removal ; Image matting and compositing ; Texture analysis and synthesis -- Stereo correspondence. Epipolar geometry ; Sparse correspondence ; Dense correspondence ; Local methods ; Global optimization ; Multi-view stereo -- 3D reconstruction. Shape from X ; Active rangefinding ; Surface representations ; Point-base representations ; Volumetric representations ; Model-based reconstruction ; Recovering texture maps and albedos -- Image-based rendering. View interpolation ; Layered depth images ; Light fields and Lumigraphs ; Environment mattes ; Video-base rendering -- Recognition. Object detection ; Face recognition ; Instance recognition ; Category recognition ; Context and scene understanding ; Recognition databases and test sets. CSE Karim International 33037, 33038 Computer vision 25577 Image processing 25578 Computer algorithms 25579 Maschinelles Sehen swd 25581 Computer science 42433 Texts in computer science. 25582 Ayesha Abed Library General Stacks ddc BK 0 4 ddc 0 006_370000000000000_SZE 0 63199 BRACUL BRACUL GEN 2018-04-15 Karim International 7564.00 3 31 006.37 SZE 3010033037 2024-02-03 2024-01-28 2 7564.00 2018-04-15 BK 0 0 ddc 0 006_370000000000000_SZE 0 63200 BRACUL BRACUL GEN 2018-04-15 Karim International 7564.00 8 75 006.37 SZE 3010033036 2025-10-21 2025-02-06 2025-02-06 1 7564.00 2018-04-15 BK