Computer Vision : A Modern Approach
Material type: TextPublication details: New Delhi : Prentice-Hall of India, 2003Description: xxv, 693 pISBN: 0131911937; 9788120323728; 8120323726; 9788129700476Subject(s): Computer visionDDC classification: 006.37Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|---|
Lending Books | Main Library Stacks | Reference | 006.37 FOR (Browse shelf(Opens below)) | Available | 009753 | ||
Reference Books | Main Library Reference | Reference | 006.37 FOR (Browse shelf(Opens below)) | Available | 008874 |
Includes index
Pt. 1. Image formation and image models --
Cameras --
Geometric camera models --
Geometric camera calibration --
Radiometry: measuring light --
Sources, shadows and shading --
Color --
pt. 2. Early vision: just one image --
Linear filters --
Edge detection --
Texture --
pt. 3. Early vision: multiple images --
The geometry of multiple views --
Stereopsis --
Affine structure from motion --
Projective structure from motion --
pt. 4. Mid-level vision --
Segmentation by clustering --
Segmentation by fitting a model --
Segmentation and fitting using probabilistic methods --
Tracking with linear dynamic models --
pt. 5. High-level vision: geometric methods --
Model-based vision --
Smooth surfaces and their outlines --
Aspect graphs --
Range data --
pt. 6. High-level vision: probabilistic and inferential methods --
Finding templates using classifiers --
Recognition by relations between templates --
Geometric templates from spatial relations --
pt. 7. Applications --
Application: finding in digital libraries --
Application: image-based rendering.
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