← Search

Shengheng Deng

2 accepted papers

2022

VISTA: Boosting 3D Object Detection via Dual Cross-VIew SpaTial Attention

CVPR 2022poster

Detecting objects from LiDAR point clouds is of tremendous significance in autonomous driving. In spite of good progress, accurate and reliable 3D detection is yet to be achieved due to the sparsity and irregularity of LiDAR point clouds. Among existing strategies, multi-view methods have shown grea…

Cited by 100PDFcodeScholar
2021

3D AffordanceNet: A Benchmark for Visual Object Affordance Understanding

CVPR 2021poster

The ability to understand the ways to interact with objects from visual cues, a.k.a. visual affordance, is essential to vision-guided robotic research. This involves categorizing, segmenting and reasoning of visual affordance. Relevant studies in 2D and 2.5D image domains have been made previously,…

Cited by 136PDFcodeScholar