Edge detection in images using energy characteristics

S. A. Lyasheva; M. P. Shleymovich

doi:10.1117/12.2557666

22 May 2020 Edge detection in images using energy characteristics

S. A. Lyasheva, M. P. Shleymovich

Proceedings Volume 11516, Optical Technologies for Telecommunications 2019; 1151616 (2020) https://doi.org/10.1117/12.2557666
Event: XVII International Scientific and Technical Conference "Optical Technologies for Telecommunications", 2019, Kazan, Russian Federation

Abstract

The paper considers a new approach to image edges detecting. It is based on the weight image model application. In this model, image pixels are evaluated in terms of their importance for perception. For this we use energy signs, the calculation of which is based on the wavelet transform. The proposed approach allows you to create an effective edge detector for use in various computer vision systems, for example, in aviation systems, traffic control systems, road surface monitoring systems, biometric identification systems, etc.

Citation Download Citation

S. A. Lyasheva and M. P. Shleymovich "Edge detection in images using energy characteristics", Proc. SPIE 11516, Optical Technologies for Telecommunications 2019, 1151616 (22 May 2020); https://doi.org/10.1117/12.2557666

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