Generalization of Lloyd's algorithm for image segmentation
Fujiki Morii · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1991
A generalized Lloyd algorithm having a tuning parameter for image segmentation is investigated whose algorithm is derived from a minimum weighted squared distortion criterion to select a suitable threshold from histogram information. We consider how to control the parameter of the algorithm by supervised approaches to realize reliable segmentation. Two approaches based on a probabilistic histogram model and a typical image in processing images are treated in detail.