Optics Letters · 2010 · 32 citations · 9 references
Image AnalysisMachine VisionEngineeringTarget DetectionPattern RecognitionSalient Target DetectionEdge DetectionEye TrackingAutomatic Target RecognitionSignal DetectionPseudo-wigner-ville DistributionSignal ProcessingRényi EntropyComputer VisionOptical Image Recognition
We present what we believe to be a novel method based on pseudo-Wigner-Ville distribution (PWVD) and Rényi entropy for salient targets detection. In the foundation of studying the statistical property of Rényi entropy via PWVD, the residual entropy-based saliency map of an input image can be obtained. From the saliency map, target detection is completed by the simple and convenient threshold segmentation. Experimental results demonstrate the proposed method can detect targets effectively in complex ground scenes.
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On Advances in Statistical Modeling of Natural Images
Anuj Srivastava, A. B. Lee, Eero P. Simoncelli et al. · Journal of Mathematical Imaging and Vision · 2003 · 489 citations