About Me

Hi! I am a forth-year student pursuing a B.Eng. degree in Electronics and Information Engineering at Sichuan University (SCU). Currently, I'm working in areas such as 3D Vison under the supervision of Professor Ming-Hsuan Yang in University of California, Merced and Professor Yongtao Wang in Peking University, and image quality assessment under the supervision of Professor Chao Ren. My research interests include 3DV, embodied AI and image processing.

I'm actively applying for a M.S position in 2025 Fall!

Research Interests

I am now focusing on the multimodal fusion of radar point cloud and camera images for object detection in the field of autonomous driving. My dream is to combine computer vision technology with robotics to make artificial intelligence more efficient and widely used in people's daily life. Through two years of research, I have explored several directions, including:

Image Processing

Blind Image Quality Assessment(BIQA): how to give an BIQA score that is closer to real human visual perception.
Radar & Image Fusion Detection:how to use multimodal fusion to improve the accuracy of autonomous driving object detection.

3DV & Robotics

Applying 3DV technology to autonomous driving, with a particular focus on enhancing the robustness of 3D detection through the fusion of radar point clouds and camera data. how to combine computer vision technology with robotics to make artificial intelligence more efficient and widely used in people's daily life.

News

[2025.01] πŸŽ‰ Our work RobuRCDet: Enhancing Robustness of Radar-Camera Fusion in Bird's Eye View for 3D Object Detection is accepted by ICLR2025 πŸŽ‰. [2024.10] πŸŽ‰ Our work Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance is accepted by WACV2025 πŸŽ‰. [2024.10] πŸŽ‰ Our work Low-light-rainy Image Restoration is accepted by TCSVT πŸŽ‰. [2024.04] I became a reviewer for ACM MM 24! [2024.03] I became a reviewer for ICPR 24! [2023.08] πŸŽ‰ Our work Low-light-rainy Image Restoration is on arXiv πŸŽ‰.

Publications

RobuRCDet: Enhancing Robustness of Radar-Camera Fusion in Bird's Eye View for 3D Object Detection
Jingtong Yue*, Zhiwei Lin*, Xin Lin, Xiaoyu Zhou, Xiangtai Li, Lu Qi, Yongtao Wang, Ming-Hsuan Yang
Accepted by ICLR, 2025
Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration
Xin Lin, Yuyan Zhou, Jingtong Yue, Chao Ren, Kelvin C.K. Chan, Lu Qi, Ming-Hsuan Yang
Under review TPAMI, 2024
Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance
Jingtong Yue Xin Lin, Zijiu Yang, Chao Ren
WACV, 2025
Dual Degradation Representation for Joint Deraining and Low-Light Enhancement in the Dark
Xin Lin*, Jingtong Yue*, Sixian Ding, Chao Ren, Lu Qi, Ming-Hsuan Yang
TCSVT
project page / arXiv

Course Project

Image Restoration App


Jingtong yue and Xin Lin (software only)
Advisor: Prof. Chao Ren
Electronic Science and Technology Innovation Competition
SCU, 2023

Patrol Robot NUS SWS 2023


Jingtong Yue, Daohong Ying, Zimo Qi, Junlin Li
Advisor: Prof.Tan and Prof.Anderson
NUS, 2023

Experience

Peking University

2024.05 ~ today
Beijing, China
Visiting student
Supervisor: Prof.Yongtao Wang
University of California, Merced

2024.05 ~ today
Merced, CA, USA
Visiting student
Supervisor: Prof.Ming-Hsuan Yang
National University of Singapore

2023.05 ~ 2023.07
Singapore
Summer research student
Supervisor: Prof.Tan and Prof.Anderson
Sichuan University
2021.09 ~ present
Chengdu, Sichuan, China
GPA: 90.79/100
B.Eng. in Electronics and Information Engineering.

Honors

Second-class Scholarship, Sichuan University (top 3% in Sichaun University). Outstanding Student Award, Sichuan University (top 1% in Sichaun University). Chinese Mathematics Competitions first prize (top 0.08% in Sichuan province).