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sn#124339 filedate 1974-10-07 generic text, type T, neo UTF8
00100 Categorize by goals (how many, how complex)
00200 by objects(how many, how complex)
00300 by knowledge available, required
00400
00500 We discuss these issues in the context of some paradigms:
00600 PARADIGM 1: We know what is in the visual environment, where the
00700 objects are, and remember colors and details of all objects. Moreover,
00800 we know that nothing else is in the environment.
00900 PARADIGM 2: We know some of the objects, and some loose spatial
01000 relations among them. We do not know what else is in the environment.
01100 PARADIGM 3: We are in a "known" environment, such as an ordinary office,
01200 or outside, with a complex set of goals, complex environment and
01300 rich universe of objects.
01400 PARADIGM 4: We are shown a photograph without knowing the context.
01500
01600 In the first paradigm, if the goals are few and objects few,
01700 some relatively simple techniques may be used to recognize objects
01800 [Tenenbaum, Freuder]. A tlephone may be the only black object. We
01900 note that Tenenbaum's work uses no shape information, only pointwise
02000 properties such as color, and depth from a ranging device.
02100
02200 HOW WILL THESE GENERALIZE
02300
02400 FUNDAMENTAL VISION PROBLEMS
02500 segmentation-body,part
02600 obscuration-indexing
02700 representation
02800 computational complexity
02900 linking-indexing
03000 description vs recognition
03100 use of context
03200 learning
03300 low level,bottom up vs high level,top down
03400
03500 How does each appear
03600 What are the options