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Factor graphs for pixelwise illuminant estimation

2015 International Joint Conference on Neural Networks (IJCNN), 2015
This paper presents a method to recover the pixel-wise illuminant colour for scenes lit by multiple lights. Here, we start from the image formation process and pose the illuminant recovery task in hand into an evidence combining setting. To do this, we construct a factor graph making use of the scale space of the input image and a set of illuminant ...
Lawrence Mutimbu, Antonio Robles-Kelly
openaire   +2 more sources

Single and multiple illuminant estimation using convex functions

Computer Vision and Image Understanding, 2023
Zeinab Abedini, M. Jamzad
semanticscholar   +1 more source

Estimation Illumination Chromaticity

2008 Second International Symposium on Intelligent Information Technology Application, 2008
Color constancy is important for pattern recognition and image understanding. Based on simplified BRDF model, we use voting method to detect the high light areas. Then the pixels in the high light areas are projected to the inverse-intensity space.
openaire   +1 more source

Deep Fusion: Illuminant Estimation using a Camera and a Spectral Sensor

IEIE Transactions on Smart Processing & Computing, 2023
Sungmin Woo, Rayun Boo
semanticscholar   +1 more source

Illumination Invariant Motion Estimation and Segmentation

2011
Extracting moving objects from their background or partitioning them have been one of the most prerequisite tasks for various computer vision applications such as surveillance, tracking, human machine interface, etc. Though many previous approaches have been working in a certain level, still they are not robust under various unexpected situation such ...
Yeonho Kim, Sooyeong Yi
openaire   +1 more source

Dual-Illumination Weighting and Estimation

2022 26th International Conference on Pattern Recognition (ICPR), 2022
Xiaoyan Xing   +3 more
openaire   +2 more sources

Dive into Illuminant Estimation from a Pure Color View

International Conference on Communications in Computing, 2022
Shuwei Yue, M. Wei
semanticscholar   +1 more source

Illuminant Estimation: Beyond the Bases

Color and Imaging Conference, 2000
Jeffrey M. DiCarlo, Brian A. Wandell
openaire   +1 more source

Boosting illuminant estimation in deep color constancy through brightness robustness enhancement

Pattern Recognition
Mengda Xie   +4 more
semanticscholar   +1 more source

Removing Outliers in Illumination Estimation

Color and Imaging Conference, 2012
Brian V. Funt, Milan Mosny
openaire   +2 more sources

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