Search Results for author: Zengran Wang

Found 3 papers, 2 papers with code

Vision-based 3D occupancy prediction in autonomous driving: a review and outlook

1 code implementation4 May 2024 Yanan Zhang, Jinqing Zhang, Zengran Wang, Junhao Xu, Di Huang

In recent years, autonomous driving has garnered escalating attention for its potential to relieve drivers' burdens and improve driving safety.

Autonomous Driving

STS: Surround-view Temporal Stereo for Multi-view 3D Detection

no code implementations22 Aug 2022 Zengran Wang, Chen Min, Zheng Ge, Yinhao Li, Zeming Li, Hongyu Yang, Di Huang

Instead of using a sole monocular depth method, in this work, we propose a novel Surround-view Temporal Stereo (STS) technique that leverages the geometry correspondence between frames across time to facilitate accurate depth learning.

3D Object Detection Depth Estimation +4

BEVDepth: Acquisition of Reliable Depth for Multi-view 3D Object Detection

2 code implementations21 Jun 2022 Yinhao Li, Zheng Ge, Guanyi Yu, Jinrong Yang, Zengran Wang, Yukang Shi, Jianjian Sun, Zeming Li

In this research, we propose a new 3D object detector with a trustworthy depth estimation, dubbed BEVDepth, for camera-based Bird's-Eye-View (BEV) 3D object detection.

3D Object Detection Depth Estimation +1

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