Results 51 to 60 of about 1,077,220 (357)

Very Deep Learning-Based Illumination Estimation Approach With Cascading Residual Network Architecture (CRNA)

open access: yesIEEE Access, 2021
For the imaging signal processing (ISP) pipeline of digital image devices, it is of high significance to remove undesirable illuminant effects and obtain color invariance, commonly known as ‘computational color constancy’.
Ho-Hyoung Choi, Byoung-Ju Yun
doaj   +1 more source

Mechanisms of color constancy [PDF]

open access: yesJournal of the Optical Society of America A, 1986
We develop a model of how the visual system finds the colors of objects that have unknown shapes and positions. The model relies on mechanisms of light adaptation, coupled with eye movements, to recover three descriptors of surface reflectance that are represented in the signals of an achromatic mechanism and two color-opponent mechanisms.
M, D'Zmura, P, Lennie
openaire   +2 more sources

The von Kries hypothesis and a basis for color constancy [PDF]

open access: yes, 2007
Color constancy is almost exclusively modeled with diagonal transforms. However, the choice of basis under which diagonal transforms are taken is traditionally ad hoc.
Chong, Hamilton   +2 more
core   +1 more source

Robust categorical color constancy along daylight locus in red-green color deficiency.

open access: yesOptics Express, 2022
Categorical color constancy in normal trichromats has been found to be very robust in real scenes. In this study, we investigated categorical color constancy in red-green dichromats and anomalous trichromats.
Ruiqing Ma   +3 more
semanticscholar   +1 more source

Color Constancy Adjustment Using Sub-Blocks of the Image

open access: yesIEEE Access, 2018
Extreme presence of the source light in digital images decreases the performance of many image processing algorithms, such as video analytics, object tracking, and image segmentation.
Md Akmol Hussain, Akbar Sheikh Akbari
doaj   +1 more source

Probabilistic Color Constancy [PDF]

open access: yes2020 IEEE International Conference on Image Processing (ICIP), 2020
5 pages, 1 ...
Laakom, Firas   +5 more
openaire   +4 more sources

Color Constancy Convolutional Autoencoder

open access: yes, 2019
In this paper, we study the importance of pre-training for the generalization capability in the color constancy problem. We propose two novel approaches based on convolutional autoencoders: an unsupervised pre-training algorithm using a fine-tuned ...
Gabbouj, Moncef   +4 more
core   +1 more source

Cross-Camera Convolutional Color Constancy [PDF]

open access: yesIEEE International Conference on Computer Vision, 2020
We present "Cross-Camera Convolutional Color Constancy" (C5), a learning-based method, trained on images from multiple cameras, that accurately estimates a scene’s illuminant color from raw images captured by a new camera previously unseen during ...
M. Afifi   +4 more
semanticscholar   +1 more source

Color Constancy Using Single Colors [PDF]

open access: yes, 2012
This work investigates if the von Kries adaptation can be generalized to deal with single colored patches. We investigate which colored patches can give statistically equivalent performance to a white patch for von Kries adaptation. The investigation is then extended to couples of colors, and the analysis of the characteristics of the colors forming ...
openaire   +2 more sources

The science of color and color vision [PDF]

open access: yes, 2021
A survey of color science and color ...
Byrne, Alex, Hilbert, David R.
core  

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