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Computer vision : algorithms and applications / Richard Szeliski.
Material type:
TextSeries: Texts in computer sciencePublication details: London : Springer, c2011.Edition: Description: xx, 812 p. : ill. (some col.) ; 29 cmISBN: - 9781848829343 (hbk.)
- 1848829345 (hbk.)
- 9781848829350 (ebook)
- 1848829353 (ebook)
- Computer vision
- 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
- Image processing
- Computer algorithms
- 006.37 22
| Item type | Current library | Call number | Copy number | Status | Date due | Barcode | |
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Main library General Stacks | 006.37 / SZ. C 2011 (Browse shelf(Opens below)) | 1 | Available | 012565 |
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| 006.35 / WA.C 2001 Computing with words / | 006.37 / NI.F 2008 Feature extraction and image processing / | 006.37 / NI.F 2012 Feature extraction & image processing for computer vision / | 006.37 / SZ. C 2011 Computer vision : | 006.4 / AN. A 2010 Artificial neural networks in pattern recognition : | 006.4 / BI.P 2006 Pattern recognition and machine learning / | 006.4 / BI.P 2006 Pattern recognition and machine learning / |
Includes bibliographical references (p. [691]-792) and index.
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