Edge-segment-based stereo analysis

Suresh B. Marapane; Mohan M. Trivedi

doi:10.1117/12.21062

1 January 1990 Edge-segment-based stereo analysis

Suresh B. Marapane, Mohan M. Trivedi

Proceedings Volume 1293, Applications of Artificial Intelligence VIII; (1990) https://doi.org/10.1117/12.21062
Event: 1990 Technical Symposium on Optics, Electro-Optics, and Sensors, 1990, Orlando, FL, United States

Abstract

This paper presents an approach for edge segment based stereo analysis. In this, linear features are derived independently from a pair of stereo images and are matched using a relaxation labeling technique. The matching process integrates two global stereo matching constraints, figural continuity and disparity continuity. The results of the experiments show that the method is capable of solving the correspondence problem with reasonable accuracy. This segment based stereo analysis will be utilized as a component of a hierarchical stereo system currently under development. It is believed that the hierarchical stereo approach will attempt to capture the unique strengths of primitives of differing levels of abstraction in a systematic manner.

Citation Download Citation

Suresh B. Marapane and Mohan M. Trivedi "Edge-segment-based stereo analysis", Proc. SPIE 1293, Applications of Artificial Intelligence VIII, (1 January 1990); https://doi.org/10.1117/12.21062

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