TY - JOUR
T1 - Classification by discrete optimization
AU - Peleg, Shmuel
PY - 1984/1
Y1 - 1984/1
N2 - An approach to classification is described where an evaluation function is available. Deterministic classifications are evaluated by a heuristic function, and a special search procedure is applied to find a classification optimizing this function. A specific application to image segmentation is presented, including several examples. The major difference between this approach and previous optimization attempts is the use of deterministic ratter than probabilistic classifications.
AB - An approach to classification is described where an evaluation function is available. Deterministic classifications are evaluated by a heuristic function, and a special search procedure is applied to find a classification optimizing this function. A specific application to image segmentation is presented, including several examples. The major difference between this approach and previous optimization attempts is the use of deterministic ratter than probabilistic classifications.
UR - http://www.scopus.com/inward/record.url?scp=0021643873&partnerID=8YFLogxK
U2 - 10.1016/0734-189X(84)90052-5
DO - 10.1016/0734-189X(84)90052-5
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AN - SCOPUS:0021643873
SN - 0734-189X
VL - 25
SP - 122
EP - 130
JO - Computer Vision, Graphics, and Image Processing
JF - Computer Vision, Graphics, and Image Processing
IS - 1
ER -