Search Results for author: Zhiyong Tang

Found 3 papers, 0 papers with code

StairNetV3: Depth-aware Stair Modeling using Deep Learning

no code implementations13 Aug 2023 Chen Wang, Zhongcai Pei, Shuang Qiu, Yachun Wang, Zhiyong Tang

Experiments on our dataset show that our method has a significant improvement over the previous best monocular vision method, with an intersection over union (IOU) increase of 3. 4 %, and the lightweight version has a fast detection speed and can meet the requirements of most real-time applications.

Point cloud reconstruction

RGB-D-based Stair Detection using Deep Learning for Autonomous Stair Climbing

no code implementations2 Dec 2022 Chen Wang, Zhongcai Pei, Shuang Qiu, Zhiyong Tang

Specifically, we design a selective module, which can make the network learn the complementary relationship between the RGB map and the depth map and effectively combine the information from the RGB map and the depth map in different scenes.

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