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Yuxin Yue

2 accepted papers

2022

MonoDistill: Learning Spatial Features for Monocular 3D Object Detection

ICLR 2022poster

3D object detection is a fundamental and challenging task for 3D scene understanding, and the monocular-based methods can serve as an economical alternative to the stereo-based or LiDAR-based methods. However, accurately locating objects in the 3D space from a single image is extremely difficult due…

2019

Grid R-CNN

CVPR 2019poster

This paper proposes a novel object detection framework named Grid R-CNN, which adopts a grid guided localization mechanism for accurate object detection. Different from the traditional regression based methods, the Grid R-CNN captures the spatial information explicitly and enjoys the position sensit…

Cited by 607PDFScholar