Search Results for author: Lunan Zheng

Found 2 papers, 1 papers with code

Incorporating Depth into both CNN and CRF for Indoor Semantic Segmentation

no code implementations21 May 2017 Jindong Jiang, Zhijun Zhang, Yongqian Huang, Lunan Zheng

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 depth-sensitive fully-connected conditional random field (DCRF).

Semantic Segmentation

RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic Segmentation

8 code implementations4 Jun 2018 Jindong Jiang, Lunan Zheng, Fei Luo, Zhijun Zhang

Indoor semantic segmentation has always been a difficult task in computer vision.

Ranked #26 on Semantic Segmentation on SUN-RGBD (using extra training data)

Decoder Segmentation +1

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