July 2004
Intermediate to advanced
688 pages
19h 3m
English
Content preview from Emerging Topics in Computer VisionBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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5.2. Related Work
Perceptual organization has been an active research area. Important issues include noise robustness, initialization requirements, handling of discontinuities, flexibility in the types that can be represented, and computational complexity. This section reviews related work, which can be classified in the following categories:
- regularization
- relaxation labeling
- computational geometry
- robust methods
- level set methods
- symbolic methods
- clustering
- methods based on local interactions
- methods inspired by psychophysiology and neuroscience
Regularization
Due to the projective nature of imaging, a single image can correspond to different scene configurations. This ambiguity in image formation makes the inverse problem, the inference ...
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