Search Results for author: Zheyuan Zhou

Found 4 papers, 2 papers with code

GSDC Transformer: An Efficient and Effective Cue Fusion for Monocular Multi-Frame Depth Estimation

no code implementations29 Sep 2023 Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Zheyuan Zhou, Kerui Hu

To address these issues, we propose the GSDC Transformer, an efficient and effective component for cue fusion in monocular multi-frame depth estimation.

Autonomous Driving Monocular Depth Estimation

SUIT: Learning Significance-guided Information for 3D Temporal Detection

no code implementations4 Jul 2023 Zheyuan Zhou, Jiachen Lu, Yihan Zeng, Hang Xu, Li Zhang

To this end, we propose to learn Significance-gUided Information for 3D Temporal detection (SUIT), which simplifies temporal information as sparse features for information fusion across frames.

3D Object Detection Autonomous Driving +2

Learning Ego 3D Representation as Ray Tracing

1 code implementation8 Jun 2022 Jiachen Lu, Zheyuan Zhou, Xiatian Zhu, Hang Xu, Li Zhang

A self-driving perception model aims to extract 3D semantic representations from multiple cameras collectively into the bird's-eye-view (BEV) coordinate frame of the ego car in order to ground downstream planner.

3D Object Detection Computational Efficiency +4

SGM3D: Stereo Guided Monocular 3D Object Detection

1 code implementation3 Dec 2021 Zheyuan Zhou, Liang Du, Xiaoqing Ye, Zhikang Zou, Xiao Tan, Li Zhang, xiangyang xue, Jianfeng Feng

Monocular 3D object detection aims to predict the object location, dimension and orientation in 3D space alongside the object category given only a monocular image.

Autonomous Driving Depth Estimation +4

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