Search Results for author: Huaici Zhao

Found 2 papers, 2 papers with code

RTS3D: Real-time Stereo 3D Detection from 4D Feature-Consistency Embedding Space for Autonomous Driving

1 code implementation30 Dec 2020 Peixuan Li, Shun Su, Huaici Zhao

Different from the 3D occupancy space in the Pseudo-LiDAR similar methods, we design a novel 4D feature-consistent embedding (FCE) space as the intermediate representation of the 3D scene without depth supervision.

3D Object Detection Autonomous Driving +1

RTM3D: Real-time Monocular 3D Detection from Object Keypoints for Autonomous Driving

2 code implementations ECCV 2020 Peixuan Li, Huaici Zhao, PengFei Liu, Feidao Cao

Different from these approaches, our method predicts the nine perspective keypoints of a 3D bounding box in image space, and then utilize the geometric relationship of 3D and 2D perspectives to recover the dimension, location, and orientation in 3D space.

Autonomous Driving Vehicle Pose Estimation

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