325 citations · 720 across the 24 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.CV2018★ 57 cited
Improving Fast Segmentation With Teacher-student Learning
Jiafeng Xie, Bing Shuai, Jian-Fang Hu +2
Recently, segmentation neural networks have been significantly improved by demonstrating very promising accuracies on public benchmarks. However, these models are very heavy and ge…
cs.CV2018★ 30 cited
Multimodal Recurrent Neural Networks with Information Transfer Layers for Indoor Scene Labeling
Abrar H. Abdulnabi, Bing Shuai, Zhen Zuo +2
This paper proposes a new method called Multimodal RNNs for RGB-D scene semantic segmentation. It is optimized to classify image pixels given two input sources: RGB color channels…