Generalization of Lloyd's algorithm for image segmentation

Fujiki Morii

doi:10.1117/12.25184

1 February 1991 Generalization of Lloyd's algorithm for image segmentation

Fujiki Morii

Proceedings Volume 1381, Intelligent Robots and Computer Vision IX: Algorithms and Techniques; (1991) https://doi.org/10.1117/12.25184
Event: Advances in Intelligent Robotics Systems, 1990, Boston, MA, United States

Abstract

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.

Citation Download Citation

Fujiki Morii "Generalization of Lloyd's algorithm for image segmentation", Proc. SPIE 1381, Intelligent Robots and Computer Vision IX: Algorithms and Techniques, (1 February 1991); https://doi.org/10.1117/12.25184

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