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Natural image statistics and neural representation
▪ Abstract It has long been assumed that sensory neurons are adapted, through both
evolutionary and developmental processes, to the statistical properties of the signals to …
evolutionary and developmental processes, to the statistical properties of the signals to …
Seven challenges in image quality assessment: past, present, and future research
DM Chandler - International Scholarly Research Notices, 2013 - Wiley Online Library
Image quality assessment (IQA) has been a topic of intense research over the last several
decades. With each year comes an increasing number of new IQA algorithms, extensions of …
decades. With each year comes an increasing number of new IQA algorithms, extensions of …
Clusterfomer: clustering as a universal visual learner
This paper presents ClusterFormer, a universal vision model that is based on the Clustering
paradigm with TransFormer. It comprises two novel designs: 1) recurrent cross-attention …
paradigm with TransFormer. It comprises two novel designs: 1) recurrent cross-attention …
[HTML][HTML] Psychiatric ward design can reduce aggressive behavior
The article describes a conceptual model proposing that aggression in psychiatric facilities
may be reduced by designing the physical environment with ten evidence-grounded stress …
may be reduced by designing the physical environment with ten evidence-grounded stress …
Object perception as Bayesian inference
We perceive the shapes and material properties of objects quickly and reliably despite the
complexity and objective ambiguities of natural images. Typical images are highly complex …
complexity and objective ambiguities of natural images. Typical images are highly complex …
Combining universal beauty and cultural context in a unifying model of visual aesthetic experience
C Redies - Frontiers in human neuroscience, 2015 - frontiersin.org
In this work, I propose a model of visual aesthetic experience that combines formalist and
contextual aspects of aesthetics. The model distinguishes between two modes of …
contextual aspects of aesthetics. The model distinguishes between two modes of …
Spatial frequency, phase, and the contrast of natural images
We examined contrast sensitivity and suprathreshold apparent contrast with natural images.
The spatial-frequency components within single octaves of the images were removed (notch …
The spatial-frequency components within single octaves of the images were removed (notch …
Efficient data compression in perception and perceptual memory.
Efficient data compression is essential for capacity-limited systems, such as biological
perception and perceptual memory. We hypothesize that the need for efficient compression …
perception and perceptual memory. We hypothesize that the need for efficient compression …
[PDF][PDF] Fractal-like image statistics in visual art: similarity to natural scenes.
Both natural scenes and visual art are often perceived as esthetically pleasing. It is therefore
conceivable that the two types of visual stimuli share statistical properties. For example …
conceivable that the two types of visual stimuli share statistical properties. For example …
Visual discomfort and natural image statistics
Images with excessive energy at medium spatial frequencies (Fernandez and Wilkins, 2008
Perception 37 1098–1113), or that have high color contrast and little or no luminance …
Perception 37 1098–1113), or that have high color contrast and little or no luminance …