Search Results for author: Zhiyu Xiang

Found 7 papers, 3 papers with code

Adaptive Multi-Modal Cross-Entropy Loss for Stereo Matching

1 code implementation27 Jun 2023 Peng Xu, Zhiyu Xiang, Chenyu Qiao, Jingyun Fu, Tianyu Pu

Existing works simply assume that the ground-truth distributions are uni-modal, which ignores the fact that most of the edge pixels can be multi-modal.

Domain Generalization Stereo Matching

RWT-SLAM: Robust Visual SLAM for Highly Weak-textured Environments

no code implementations7 Jul 2022 Qihao Peng, Zhiyu Xiang, YuanGang Fan, Tengqi Zhao, Xijun Zhao

As a fundamental task for intelligent robots, visual SLAM has made great progress over the past decades.

CVFNet: Real-time 3D Object Detection by Learning Cross View Features

no code implementations13 Mar 2022 Jiaqi Gu, Zhiyu Xiang, Pan Zhao, Tingming Bai, Lingxuan Wang, Xijun Zhao, Zhiyuan Zhang

In recent years 3D object detection from LiDAR point clouds has made great progress thanks to the development of deep learning technologies.

3D Object Detection Object +1

DenseLiDAR: A Real-Time Pseudo Dense Depth Guided Depth Completion Network

no code implementations28 Aug 2021 Jiaqi Gu, Zhiyu Xiang, Yuwen Ye, Lingxuan Wang

Depth Completion can produce a dense depth map from a sparse input and provide a more complete 3D description of the environment.

3D Object Detection Depth Completion +3

Real-time Instance Segmentation with Discriminative Orientation Maps

1 code implementation ICCV 2021 Wentao Du, Zhiyu Xiang, Shuya Chen, Chengyu Qiao, Yiman Chen, Tingming Bai

Although instance segmentation has made considerable advancement over recent years, it's still a challenge to design high accuracy algorithms with real-time performance.

Foreground Segmentation Real-time Instance Segmentation +2

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