2024

Yang Zhang, Mingying Li, Huilin Pan, Moyun Liu, Yang Zhou. Efficient Visual Fault Detection for Freight Train via Neural Architecture Search with Data Volume Robustness. IEEE Transactions on Industrial Informatics, 2024

Yang Zhang, Huilin Pan, Mingying Li, An Wang, Yang Zhou, Hongliang Ren. Spatial-wise Dynamic Distillation for MLP-like Efficient Visual Fault Detection of Freight Trains. IEEE Transactions on Industrial Electronics, 2024

Guodong Sun, Junjie Liu, Mingxuan Liu, Moyun Liu, Yang Zhang*. Multiple Prior Representation Learning for Self-Supervised Monocular Depth Estimation via Hybrid Transformer. Engineering Applications of Artificial Intelligence, 2024

Guodong Sun, Le Cheng, Jinyu Liu, Yuting Peng, Chengming Xu, Yanwei Fu, Bo Wu, Yang Zhang*. FS-OreDet: Feature enhancement and relationship exploration for boosting few-shot object detector of ore images. Engineering Applications of Artificial Intelligence, 2024

Guodong Sun, Yuting Peng, Le Cheng, Mengya Xu, An Wang, Bo Wu, Hongliang Ren, Yang Zhang*. An Efficient MLP-based Point-guided Segmentation Network for Ore Images with Ambiguous Boundary. IEEE Transactions on Industrial Informatics, 2024

Guodong Sun, Delong Huang, Yuting Peng, Le Cheng, Bo Wu, Yang Zhang*. Efficient Segmentation with Texture in Ore Images Based on Box-supervised Approach. Engineering Applications of Artificial Intelligence, 2024

Moyun Liu, Bing Chen, Youping Chen, Jingming Xie, Lei Yao, Yang Zhang, Qin Hu, Jiawei Du, Joey Tianyi Zhou. Towards Better Unguided Depth Completion via Cross-Modality Knowledge Distillation in the Frequency Domain. IEEE Transactions on Intelligent Vehicles, 2024

Moyun Liu, Youping Chen, Jingming Xie, Yijie Zhu, Yang Zhang, Lei Yao, Zhenshan Bing, Genghang Zhuang, Kai Huang, Joey Tianyi Zhou. MENet: Multi-Modal Mapping Enhancement Network for 3D Object Detection in Autonomous Driving. IEEE Transactions on Intelligent Transportation Systems, 2024

Moyun Liu, Bing Chen, Youping Chen, Jingming Xie, Lei Yao, Yang Zhang, Joey Tianyi Zhou. A Concise but High-performing Network for Image Guided Depth Completion in Autonomous Driving. Knowledge-Based Systems, 2024

2023

Yang Zhang, Chenyun Xiong, Junjie Liu, Xuhui Ye, Guodong Sun. Spatial-information Guided Adaptive Context-aware Network for Efficient RGB-D Semantic Segmentation. IEEE Sensors Journal, 2023

Yang Zhang, Huilin Pan, Yang Zhou, Mingying Li, Guodong Sun. Efficient Visual Fault Detection for Freight Train Braking System via Heterogeneous Self Distillation in the Wild. Advanced Engineering Informatics, 2023

Yang Zhang, Le Cheng, Yuting Peng, Chengming Xu, Yanwei Fu, Bo Wu, and Guodong Sun. Faster OreFSDet: A Lightweight and Effective Few-shot Object Detector for Ore Images. Pattern Recognition, 2023

An Wang, Mengya Xu, Yang Zhang, Mobarakol Islam, and Hongliang Ren. Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp Segmentation. International Conference on Medical Image Computing and Computer Assisted Intervention(MICCAI), 2023

An Wang, Mobarakol Islam, Mengya Xu, Yang Zhang, and Hongliang Ren. SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation. International Conference on Medical Image Computing and Computer Assisted Intervention(MICCAI) Workshops, 2023

Yang Zhang, Moyun Liu, Huiming Zhang, Guodong Sun, and Jingwu He. Adaptive Fusion Affinity Graph with Noise-free Online Low-rank Representation for Natural Image Segmentation. Pattern Recognition, 2023

Moyun Liu, Youping Chen, Jingming Xie, Lei He, Yang Zhang. LF-YOLO: A Lighter and Faster YOLO for Weld Defect Detection of X-ray Image. IEEE Sensors Journal, 2023

2022

Yang Zhang, Yang Zhou, Huilin Pan, Bo Wu, Guodong Sun. Visual Fault Detection of Multi-scale Key Components in Freight Trains. IEEE Transactions on Industrial Informatics, 2022

Guodong Sun, Yang Zhou, Huilin Pan, Bo Wu, Ye Hu, Yang Zhang*. A Lightweight NMS-free Framework for Real-time Visual Fault Detection System of Freight Trains. IEEE Transactions on Instrumentation and Measurement, 2022

Guodong Sun, Delong Huang, Le Cheng, Junjie Jia, Chenyun Xiong, Yang Zhang*. Efficient and Lightweight Framework for Real-time Ore Image Segmentation Based on Deep Learning. Minerals, 2022

Yang Zhang, Yang Yang, Chenyun Xiong, Guodong Sun*, Yanwen Guo*. Attention-based Dual Supervised Decoder for RGBD Semantic Segmentation. Computational Visual Media Conference, 2022

2021

Moyun Liu, Jingming Xie, Jing Hao, Yang Zhang, Xuzhan Chen, Youping Chen. A Lightweight and Accurate Recognition Framework for Signs of X-ray Weld Images. Computers in Industry, 2021

Yang Zhang, Moyun Liu, Yang Yang, Yanwen Guo, Huiming Zhang. A Unified Light Framework for Real-time Fault Detection of Freight Train Images. IEEE Transactions on Industrial Informatics, 2021

Yang Zhang, Moyun Liu, Jingwu He, Fei Pan, Yanwen Guo. Affinity Fusion Graph-based Framework for Natural Image Segmentation. IEEE Transactions on Multimedia, 2021

2020

Yang Zhang, Moyun Liu, Yunian Chen, Hongjie Zhang, Yanwen Guo. Real-time Vision Based System of Fault Detection for Freight Trains. IEEE Transactions on Instrumentation and Measurement, 2020, 69(7): 5274-5284.

Jingwu He, Chuan Wang, Yang Zhang, Jie Guo, Yanwen Guo. FA-GANs: Facial Attractiveness Enhancement with Generative Adversarial Networks on Frontal Faces. arXiv:2005.08168.

2019

Yang Zhang, Huiming Zhang, Yanwen Guo, Kai Lin, Jingwu He. An Adaptive Affinity Graph with Subspace Pursuit for Natural Image Segmentation. IEEE International Conference on Multimedia and Expo, 2019: 802-807. (oral)

Yunian Chen, Yanjie Wang, Yang Zhang, Yanwen Guo. PANet: A Context Based Predicate Association Network for Scene Graph Generation. IEEE International Conference on Multimedia and Expo, 2019: 508-513. (oral)

Hongjie Zhang, Ang Li, Xu Han, Zhaoming Chen, Yang Zhang, Yanwen Guo. Improving Open Set Domain Adaptation Using Image-to-Image Translation. IEEE International Conference on Multimedia and Expo, 2019: 1258-1263.

Guodong Sun, Kai Lin, Junhao Wang, Yang Zhang. An Enhanced Affinity Graph for Image Segmentation. IEICE Transactions on Information and Systems, 2019: 102-D(5): 1073-1080.

2018

Yang Zhang, Kai Lin, Huiming Zhang, Yanwen Guo, Guodong Sun. A Unified Framework for Fault Detection of Freight Train Images Under Complex Environment. IEEE International Conference on Image Processing, 2018.

Yang Zhang, Jia Song, Huiming Zhang, Jingwu He, Yanwen Guo. Detection of Tiny Surface Defects on Small Ring Parts Using Normal Maps. Pacific-Rim Conference on Multimedia, 2018. (oral)

Guodong Sun, Yang Zhang, Hanbing Tang, Huiming Zhang, Moyun Liu and Daxing Zhao. Railway Equipment Detection Using Exact Height Function Shape Descriptor Based on Fast Adaptive Markov Random Field. Optical Engineering, 2018, 57(5): 053114.