Incorporating Depth into both CNN and CRF for Indoor Semantic Segmentation

Jindong Jiang, Zhijun Zhang, Yongqian Huang +1

To improve segmentation performance, a novel neural network architecture (termed DFCN-DCRF) is proposed, which combines an RGB-D fully convolutional neural network (DFCN) with a de…