Quality evaluation of adaptive optical image based on DCT and Rényi entropy

Yuannan Xu; Junwei Li; Jing Wang; Rong Deng; Yanbing Dong

doi:10.1117/12.2182768

13 April 2015 Quality evaluation of adaptive optical image based on DCT and Rényi entropy

Yuannan Xu, Junwei Li, Jing Wang, Rong Deng, Yanbing Dong

Proceedings Volume 9522, Selected Papers from Conferences of the Photoelectronic Technology Committee of the Chinese Society of Astronautics 2014, Part II; 95222Z (2015) https://doi.org/10.1117/12.2182768
Event: Selected Proceedings of the Photoelectronic Technology Committee Conferences held August-October 2014, 2014, China, China

Abstract

The adaptive optical telescopes play a more and more important role in the detection system on the ground, and the adaptive optical images are so many that we need find a suitable method of quality evaluation to choose good quality images automatically in order to save human power. It is well known that the adaptive optical images are no-reference images. In this paper, a new logarithmic evaluation method based on the use of the discrete cosine transform(DCT) and Rényi entropy for the adaptive optical images is proposed. Through the DCT using one or two dimension window, the statistical property of Rényi entropy for images is studied. The different directional Rényi entropy maps of an input image containing different information content are obtained. The mean values of different directional Rényi entropy maps are calculated. For image quality evaluation, the different directional Rényi entropy and its standard deviation corresponding to region of interest is selected as an indicator for the anisotropy of the images. The standard deviation of different directional Rényi entropy is obtained as the quality evaluation value for adaptive optical image. Experimental results show the proposed method that the sorting quality matches well with the visual inspection.

Citation Download Citation

Yuannan Xu, Junwei Li, Jing Wang, Rong Deng, and Yanbing Dong "Quality evaluation of adaptive optical image based on DCT and Rényi entropy", Proc. SPIE 9522, Selected Papers from Conferences of the Photoelectronic Technology Committee of the Chinese Society of Astronautics 2014, Part II, 95222Z (13 April 2015); https://doi.org/10.1117/12.2182768

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