Search Results for author: Lunan Zheng

Found 2 papers, 1 papers with code

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

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

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