Scene statistics

Known as: Image statistics, Natural image statistics, Natural scene statistics 
Scene statistics is a discipline within the field of perception. It is concerned with the statistical regularities related to scenes. It is based on… (More)
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Papers overview

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Highly Cited
2015
Highly Cited
2015
Contrast distortion is often a determining factor in human perception of image quality, but little investigation has been… (More)
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Highly Cited
2012
Highly Cited
2012
We develop an efficient general-purpose blind/no-reference image quality assessment (IQA) algorithm using a natural scene… (More)
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Highly Cited
2011
Highly Cited
2011
Our approach to blind image quality assessment (IQA) is based on the hypothesis that natural scenes possess certain statistical… (More)
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Highly Cited
2011
Highly Cited
2011
Existing color constancy methods are all based on specific assumptions such as the spatial and spectral characteristics of images… (More)
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Highly Cited
2006
Highly Cited
2006
We present a generic and robust approach for scene categorization. A complex scene is described by proto-concepts like vegetation… (More)
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Highly Cited
2006
Highly Cited
2006
We present an energy-based model that uses a product of generalized Student-t distributions to capture the statistical structure… (More)
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Highly Cited
2005
Highly Cited
2005
Measurement of visual quality is of fundamental importance to numerous image and video processing applications. The goal of… (More)
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Highly Cited
2005
Highly Cited
2005
Measurement of image or video quality is crucial for many image-processing algorithms, such as acquisition, compression… (More)
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Review
2001
Review
2001
It has long been assumed that sensory neurons are adapted, through both evolutionary and developmental processes, to the… (More)
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Highly Cited
1999
Highly Cited
1999
Large calibrated datasets of 'random ' natural images have recently become available. These make possible precise and intensive… (More)
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