1 February 1991 Generalization of Lloyd's algorithm for image segmentation
Author Affiliations +
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.
© (1991) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
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); doi: 10.1117/12.25184; https://doi.org/10.1117/12.25184
PROCEEDINGS
8 PAGES


SHARE
RELATED CONTENT

Robust line extraction and matching algorithm
Proceedings of SPIE (August 20 1993)
Locating Mushrooms For Robotic Harvesting
Proceedings of SPIE (March 01 1990)
Segmenting text images with massively parallel machines
Proceedings of SPIE (February 01 1992)
Integration of edge and region based techniques for range...
Proceedings of SPIE (February 01 1991)
Segmentation using models of expected structure
Proceedings of SPIE (February 01 1991)

Back to Top