A Computer System for Visual Recognition Using Active Knowledge

T h i s r e p o r t d e s c r i b e s r e s e a r c h done a t t h e A r t i f i c i a l I n t e l l i g e n c e L a b o r a t o r y o f t h e Massac h u s e t t s I n s t i t u t e o f T e c h n o l o g y . S u p p o r t f o r t h e l a b o r a t o r y ' s a r t i f i c i a l i n t e l l i g e n c e r e s e a r c h i s p r o v i d e d i n p a r t b y t h e Advanced Research P r o j e c t s Agency o f t h e Depar tment o f De fense under O f f i c e o f Nava l Research c o n t r a c t N00014-75 -C0643 . The r e p o r t i s based upon t h e a u t h o r ' s P h . D . d i s s e r t a t i o n f o r t h e Depar tment o f E l e c t r i c a l E n g i n e e r i n g and Computer S c i e n c e , M . I . T . , 1975. ' C u r r e n t a d d r e s s : Depar tment o f Ma thema t i c s and Computer S c i e n c e , U n i v e r s i t y o f New Hampsh i re , Durham, N .H . 03824 .

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