Weiqing Yan

阎维青

Associate Professor

School of Computer and Control Engineering,
Yantai University (烟台大学)
Yantai, Shandong Province

Email: wqyan@tju.edu.cn

Biography

I am an associate professor at Yantai University (YTU), and also a Postdoctoral Fellow at School of Computer Science and Engineering, Nanyang Technological University, Singapore.

My research interests include stereoscopic image editing, 3D computer vision, deep learning and multi-view feature selection.

From Sep 2015 to Sep 2016, I was a visiting student at University of California, Berkeley, (UC, Berkeley), working with Martin S. Banks. I have received my Ph.D. degree from School of Electronic Information Engineering, Tianjin University in 2017.

I am looking for students with the diligence and curiosity, and self-motivated characteristic, who are interested in artificial intelligence for 3D vision, machine learning, and computer vision. Welcome to contact me an email with your CV and transcripts.
欢迎报考我的研究生，同时欢迎感兴趣的本科生加入我的课题组!!!

News

[2/2024] One paper (Anchor-sharing and Cluster-wise Contrastive Network for Multi-View Representation Learning) was accepted by IEEE Transactions on Neural Networks and Learning Systems.
[12/2023] One paper (High-order Structural Relation Distillation Networks from LiDAR to Monocular Image 3D Detectors) was accepted by IEEE Transactions on Intelligent Vehicles.
[12/2023] One paper (Adaptive learning point cloud and image diversity feature fusion network for 3D object detection) was accepted by Complex & Intelligent Systems.
[11/2023] One paper (Deep Video Stabilization via Robust Homography Estimation) was accepted by IEEE Signal Processing Letters.
[5/2023] One paper (Collaborative structure and feature learning for multi-view clustering) was accepted by Information Fusion.
[2/2023] One paper (GCFAgg: Global and Cross-view Feature Aggregation for Multi-view Clustering) was accepted by IEEE CVPR.
[11/2022] One paper (Graph-Filtering and High-Order Bipartite Graph based Multiview Graph Clustering) was accepted by Digital Signal Processing.
[10/2022] One paper (Bipartite Graph-based Discriminative Feature Learning for Multi-View Clustering) was accepted by ACM MM, 2022.
[10/2022] One paper (Sparse LiDAR and Binocular Stereo Fusion Network for 3D Object Detection) was accepted by Recognition and Computer Vision 2022.
[10/2022] One paper (Stereo VoVNet-CNN for 3D Object Detection) was accepted by Multimedia Tools and Applications.
[08/2022] One paper (3D object detection based on multi-path feature pyramid network for stereo images) was accepted by Journal of Beijing University of Aeronautics and Astronautics.

Selected Publications [Google Scholar]

2024

	Anchor-sharing and Cluster-wise Contrastive Network for Multi-View Representation Learning. Weiqing Yan, Yuanyang Zhang, Chang Tang, Wujie Zhou, Weisi Lin. IEEE Transactions on Neural Networks and Learning Systems,2024 [PDF][Code]
2023

	High-order Structural Relation Distillation Networks from LiDAR to Monocular Image 3D Detectors. Weiqing Yan, Long Xu, Hao Liu, Chang Tang, Wujie Zhou. IEEE Transactions on Intelligent Vehicles, 2023 [PDF][Code]
	Adaptive Learning Point Cloud and Image Diversity Feature Fusion Network for 3D Object Detection. Weiqing Yan, Shile Liu，Hao Liu, Guanghui Yue, Xuan Wang, Yongchao Song, Jindong Xu. Complex & Intelligent Systems,2023 [PDF][Code]
	Deep Video Stabilization via Robust Homography Estimation. Weiqing Yan, Yiqiu Sun, Wujie Zhou, Zhaowei Liu, Runmin. IEEE Signal Processing Letters, 2023 [PDF][Code]
	Collaborative structure and feature learning for multi-view clustering. Weiqing Yan, Meiqi Gu, jinlai Ren, Guanghui Yue, Zhaowei Liu, Jindong Xu, Weisi Lin. Information Fusion, 2023.5.10 [PDF][Code]
	GCFAgg: Global and Cross-view Feature Aggregation for Multi-view Clustering. Weiqing Yan, Yuanyang Zhang, Chenlei Lv, Chang Tang, Guanghui Yue, LiangLiao, Weisi Lin. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.2.28 [PDF][Code]
2022

	Graph-Filtering and High-Order Bipartite Graph based Multiview Graph Clustering. Xinying Zhao, Weiqing Yan, Jinlai Ren, Jindong Xu, Zhaowei Liu, Guanghui Yue, Chang Tang. Digital Signal Processing, 2022.11 [PDF][Code]
	Bipartite Graph-based Discriminative Feature Learning for Multi-View Clustering. Weiqing Yan, Jindong Xu, Jinglei Liu, Guanghui Yue, Chang Tang. Proceedings of the 30th ACM International Conference on Multimedia (ACM MM), 2022. [PDF][Code]
	Sparse LiDAR and Binocular Stereo Fusion Network for 3D Object Detection. Weiqing Yan, et.al. Pattern Recognition and Computer Vision, 2022. [PDF][Code]
	Stereo VoVNet-CNN for 3D Object Detection. Weiqing Yan, Kaiqi Su, Xuyang Wang, Jindong Xu. Multimedia Tools and Applications, 2022. [PDF][Code]
	3D object detection based on multi-path feature pyramid network for stereo images. Kaiqi Su, Weiqing Yan^†, et.al. Journal of Beijing University of Aeronautics and Astronautics, 2022. [PDF][Code]
2020

	Shape-optimizing mesh warping method for stereoscopic panorama stitching. Weiqing Yan, Guanghui Yue, Jindong Xu, Yanwei Yu, Kai Wang, Chang Tang, Xiangrong Tong. Information Sciences, 2020. [PDF][Code]
	Perceptual objective quality assessment of stereoscopic stitched images. Weiqing Yan, Guanghui Yue, Yuming Fang, Hua Chen, Chang Tang, Gangyi Jiang. Signal Processing, 2020. [PDF][Code]
	Referenceless Quality Evaluation of Tone-Mapped HDR and Multi-Exposure Fused Images. Guanghui Yue, Weiqing Yan , Tianwei Zhou. IEEE Transactions on Industrial Informatics, 2020. [PDF][Code]
	Diversity and consistency learning guided spectral embedding for multi-view clustering. Zhenglai Li, Chang Tang, Jiajia Chen, Cheng Wan, Weiqing Yan, Xinwang Liu. Neurocomputing, 2019. [PDF][Code]
	Stereoscopic Image Stitching Based on a Hybrid Warping Model. Weiqing Yan, Chunping Hou, Jianjun Lei, and Nam Lin. IEEE Transactions on Circuits and Systems for Video Technology, 2017. [PDF][Code]
	Content-Aware Disparity adjustment for Different Stereo Displays. Weiqing Yan, Chunping Hou, Baoliang Wang and Laihua Wang. Multimedia Tools and Applications, 2017. [PDF][Code]
	Content- and disparity-adaptive stereoscopic image retargeting. Weiqing Yan, Chunping Hou, and Yuan Zhou and Wei Xiang. Journal of Modern Optics, 2016. [PDF][Code]
	Reducing Perspective Distortion for Stereoscopic Image Stitching[C]. Weiqing Yan, Chunping Hou. International Conference on Multimedia & Expo(ICME). IEEE, 2016 Seattle, USA. (Oral Presentation), 2016. [PDF][Code]

Project-hosting

National Natural Science Foundation of China, 61801414

2019.01 – 2021.12

Role: PI
Topic: Stereoscopic panoramic image stitching technology based on unrestricted sampling.
National Natural Science Foundation of Shandong Province, ZR2017QF006

2017.08 – 2019.12

Role: PI
Topic: Stereoscopic image stitching technology based on left view and right view images.

Teaching

2018.08-Now

Fall/Spring

C Programming (C语言程序设计)