Bozhi Liu

End-to-End Illuminant Estimation Based on Deep Metric Learning

Previous deep learning approaches to color constancy usually directly estimate illuminant value from input image. Such approaches might suffer heavily from being sensitive to the variation of image content. To overcome this problem, we introduce a deep metric learning approach named Illuminant-Guide…