Adaptive image processing schemes can be classified as open-loop, input sensing, invariant-expectation, and model reference systems. Two major adaptive image processing system mechanisms, processing status measurement and parameter adjustment, are described and a multi-resolution approach is developed. The multi-resolution schemes allow efficient adaptive image processing implementation, by enabling coarse-to-fine parameter (operation flow) adjustment in both image and parameter domains. The adaptability and robustness of these techniques is demonstrated on morphologically segmented objects from actual laser radar (range) data.
Adaptive Image Processing Techniques
Intelligent Robots and Computer Vision VI ; 1987 ; Cambridge,CA,United States
Proc. SPIE ; 0848
1988-02-19
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
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