24 citations · 24 across the 1 of their papers we have counts for
2 papers
cs.CV2020
Spatial Information Guided Convolution for Real-Time RGBD Semantic Segmentation
Lin-Zhuo Chen, Zheng Lin, Ziqin Wang +2
3D spatial information is known to be beneficial to the semantic segmentation task. Most existing methods take 3D spatial data as an additional input, leading to a two-stream segme…
cs.CV2019★ 24 cited
LSANet: Feature Learning on Point Sets by Local Spatial Aware Layer
Lin-Zhuo Chen, Xuan-Yi Li, Deng-Ping Fan +3
Directly learning features from the point cloud has become an active research direction in 3D understanding. Existing learning-based methods usually construct local regions from th…