Region-Based Saliency Detection and Its Application in Object Recognition

The objective of this paper is twofold. First, we introduce an effective region-based solution for saliency detection. Then, we apply the achieved saliency map to better encode the image features for solving object recognition task. To find the perceptually and semantically meaningful salient region...

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Veröffentlicht in:	IEEE transactions on circuits and systems for video technology 2014-05, Vol.24 (5), p.769-779
Hauptverfasser:	Zhixiang Ren, Shenghua Gao, Liang-Tien Chia, Tsang, Ivor Wai-Hung
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Applied sciences Background noise Clustering algorithms Coding Coding, codes Detection, estimation, filtering, equalization, prediction Encoding Exact sciences and technology Feature extraction Image coding Image color analysis Image representation Information, signal and communications theory Matching Mathematical models Object recognition Pattern recognition Saliency Detection Saliency Propagation Search engines Signal and communications theory Signal processing Signal representation. Spectral analysis Signal, noise Superpixed Telecommunications and information theory Weighted Sparse Coding
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