1 January 1990 Computer vision as a coupled system
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The important shortcomings of existing computer vision systems are addressed in this paper. A coupled systems approach towards designing computer vision systems is proposed as a means of overcoming these shortcomings. An object-oriented framework is shown to be a natural way of implementing coupled systems. Two important issues in the design of object-oriented systems are considered : (i) indexing in an object-oriented hierarchy and (ii) parallel implementation of constraint propagation techniques. The problem of three-dimensional object recognition from range images in multiple-object scenes with partial occlusion is chosen as a candidate problem. Experimental results are cited and future directions are proposed.
© (1990) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Suchendra M. Bhandarkar, Suchendra M. Bhandarkar, Minsoo Suk, Minsoo Suk, } "Computer vision as a coupled system", Proc. SPIE 1293, Applications of Artificial Intelligence VIII, (1 January 1990); doi: 10.1117/12.21051; https://doi.org/10.1117/12.21051

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