@inproceedings{hu2012fully, author = {Hu, Yuanming and Wang, Baoyuan and Lin, Steve}, title = {Fully Convolutional Color Constancy with Confidence-weighted Pooling}, year = {2012}, month = {April}, abstract = {Improvements in color constancy have arisen from the use of convolutional neural networks (CNNs). However, the patch-based CNNs that exist for this problem are faced with the issue of estimation ambiguity, where a patch may contain insufficient information to establish a unique or even a limited possible range of illumination colors. Image patches with estimation ambiguity not only appear with great frequency in photographs, but also significantly degrade the quality of network training and inference.}, url = {http://approjects.co.za/?big=en-us/research/publication/fully-convolutional-color-constancy-confidence-weighted-pooling/}, }