21 May 2015 Investigation of methods to search for the boundaries on the image and their use on lung hardware of methods finding saliency map
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Abstract
This work aimed to study computationally simple method of saliency map calculation. Research in this field received increasing interest for the use of complex techniques in portable devices. A saliency map allows increasing the speed of many subsequent algorithms and reducing the computational complexity. The proposed method of saliency map detection based on both image and frequency space analysis. Several examples of test image from the Kodak dataset with different detalisation considered in this paper demonstrate the effectiveness of the proposed approach. We present experiments which show that the proposed method providing better results than the framework Salience Toolbox in terms of accuracy and speed.
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E. A. Semenishchev, E. A. Semenishchev, V. I. Marchuk, V. I. Marchuk, V. P. Fedosov, V. P. Fedosov, S. G. Stradanchenko, S. G. Stradanchenko, D. V. Ruslyakov, D. V. Ruslyakov, } "Investigation of methods to search for the boundaries on the image and their use on lung hardware of methods finding saliency map", Proc. SPIE 9497, Mobile Multimedia/Image Processing, Security, and Applications 2015, 94970T (21 May 2015); doi: 10.1117/12.2176950; https://doi.org/10.1117/12.2176950
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