User: Guest  Login
Document type:
Konferenzbeitrag 
Author(s):
Hernandez-Juarez, D.; Parisot, S.; Busam, B.; Leonardis, A.; Slabaugh, G.; McDonagh, S. 
Title:
A Multi-Hypothesis Approach to Color Constancy 
Abstract:
Contemporary approaches frame the color constancy problem as learning camera specific illuminant mappings. While high accuracy can be achieved on camera specific data, these models depend on camera spectral sensitivity and typically exhibit poor generalisation to new devices. Additionally, regression methods produce point estimates that do not explicitly account for potential ambiguities among plausible illuminant solutions, due to the ill-posed nature of the problem. We propose a Bayesian fr...    »
 
Keywords:
CVPR,ComputationalPhotography,ColorConstancy,Multi-Hypothesis,MHP,Photography 
Book / Congress title:
Conference on Computer Vision and Pattern Recognition (CVPR) 
Year:
2020