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Model of visual texture discrimination using weak operators and
spatial averaging.
Lovell, Robb | Uttal, William R | Shepherd, Thomas | Dayanand, Sriram
Pattern Recognition. Vol. 25, no. 10, pp. 1157-1170. 1992
A model of texture segmentation is presented based on the
combination of the outputs of six weak texture operators. The
combination procedure is a simple statistic in which the center of
gravity of the set of suggested boundaries produced by the six
operators is computed. The model is effective both as a procedure
for texture segmentation and as a model of an important human
visual process. The need for heuristic rules suggests that
top-down processing may be a general requirement for any theory of
human vision.
 Descriptors: Computer vision | Mathematical models | Textures | Surface
properties | Mathematical operators | Vision | Statistical methods | Heuristic methods | Sensor data fusion
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