Results 11 to 20 of about 17,223,689 (245)
Natter: A Python Natural Image Statistics Toolbox [PDF]
Journal of Statistical Software, 2014 The statistical analysis and modeling of natural images is an important branch of statistics with applications in image signaling, image compression, computer vision, and human perception.
Fabian H. Sinz +3 more
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Visualizing Natural Image Statistics [PDF]
, 2013 Natural image statistics is an important area of research in cognitive sciences and computer vision. Visualization of statistical results can help identify clusters and anomalies as well as analyze deviation, distribution and correlation.
Rosin, PL +12 more
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A Physical Explanation for Natural Image Statistics [PDF]
, 2002 The statistics of texture operators on natural images are empirically determined to conform to a Weibull process. We explain these findings from the physical principles of fragmentation processes.
Smeulders, A.W.M., Geusebroek, J.M.
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Looking for Image Statistics: Active Vision With Avatars in a Naturalistic Virtual Environment
Frontiers in Psychology, 2021 The efficient coding hypothesis posits that sensory systems are tuned to the regularities of their natural input. The statistics of natural image databases have been the topic of many studies, which have revealed biases in the distribution of ...
Dominik Straub +3 more
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Natural Image Statistics for Natural Image Segmentation [PDF]
, 2003 Building on recent progress in modeling filter response statistics of natural mages we integrate a statistical model into a variational framework for image segmentation.
Heiler, Matthias, Schnörr, Christoph
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Spatial Frequency and the Performance of Image-Based Visual Complexity Metrics
IEEE Access, 2020 There is a wide range of visual and spatial complexity measurement methods that aim to quantify perceived image complexity. While image-based calculation methods (edge detection, image compression, contrast) characterize a digital image, visual ...
Dorukalp Durmus
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Learning midlevel image features for natural scene and texture classification [PDF]
, 2007 This paper deals with coding of natural scenes in order to extract semantic information. We present a new scheme to project natural scenes onto a basis in which each dimension encodes statistically independent information.
O'Connor, Noel E. +4 more
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How sensitive is the human visual system to the local statistics of natural images? [PDF]
PLoS Computational Biology, 2013 A key hypothesis in sensory system neuroscience is that sensory representations are adapted to the statistical regularities in sensory signals and thereby incorporate knowledge about the outside world.
Holly E Gerhard +2 more
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Temporal statistics of natural image sequences generated by movements with insect flight characteristics. [PDF]
PLoS ONE, 2014 Many flying insects, such as flies, wasps and bees, pursue a saccadic flight and gaze strategy. This behavioral strategy is thought to separate the translational and rotational components of self-motion and, thereby, to reduce the computational efforts ...
Alexander Schwegmann +2 more
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i-Perception, 2021 The visual system represents textural image regions as simple statistics that are useful for the rapid perception of scenes and surfaces. What images ‘textures’ are, however, has so far mostly been subjectively defined. The present study investigated the
Fumiya Kurosawa +3 more
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