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ARCosmetics

ARGlasses

ARShoe

Hand Pose Estimation

ARFloor

Conference Publications

• Shufang Zhang, Jiazheng Wu, Jiacheng He, Kaiyi Wang, Shan An,
  “HyperGraph ROS: An Open-Source Robot Operating System for Hybrid Parallel Computing based on Computational HyperGraph”,
  IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hangzhou, China, 2025.
• Evmorfia Ch Sidiroglou, Athanasios Ch Kapoutsis, Shan An, Konstantinos A Tsintotas,
  “Design and Implementation of a Modular Omnidirectional Ground Robot Using Raspberry Pi 5 and ROS 2”,
  2025 European Conference on Mobile Robots (ECMR), Padova, Italy, 2025.
• Guoxin Wang, Fengmei Fan, Xuyang Cao, Shan An, Jinsong Wang, Feng Yu, Zhiren Wang,
  “Multi-Dimension-Embedding-Aware Modality Fusion Transformer for Psychiatric Disorder Diagnosis”,
  Proceedings of the 2024 2nd Asia Symposium on Image and Graphics, 2024.
• Guoxin Wang, Sheng Shi, Shan An, Fengmei Fan, Wenshu Ge, Qi Wang, Feng Yu, Zhiren Wang,
  “A Bi-Pyramid Multimodal Fusion Method for the Diagnosis Of Bipolar Disorders”,
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024.
• Xiao He, Chang Tang, Xinwang Liu, Chuankun Li, Shan An, Zhenglai Li,
  “Heterogeneous Graph Guided Contrastive Learning for Spatially Resolved Transcriptomics Data”,
  Proceedings of the 32nd ACM International Conference on Multimedia, 2024.
• Xuri Ge, Junchen Fu, Fuhai Chen, Shan An, Nicu Sebe, Joemon M Jose,
  “Towards End-to-End Explainable Facial Action Unit Recognition via Vision-Language Joint Learning”,
  Proceedings of the 32nd ACM International Conference on Multimedia, 8189-8198, 2024.
• Shan An, Guangfu Che, Jinghao Guo, Yanjie Xu, Guoxin Wang, Konstantinos A. Tsintotas, Fukai Zhang, Junjie Ye, Changhong Fu, Haogang Zhu, and Hong Zhang,
  “An Open-Source Robotic Chinese Chess Player”,
  IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, USA, 2023.
• Xin Zou, Chang Tang, Xiao Zheng, Zhenglai Li, Xiao He, Shan An, Xinwang Liu,
  “DPNET: Dynamic Poly-attention Network for Trustworthy Multi-modal Classification”,
  ACM Multimedia, Ottawa, Canada, 2023.
• Stavros N. Moutsis, Konstantinos A. Tsintotas, Ioannis Kansizoglou, Shan An, Yiannis Aloimonos and Antonios Gasteratos,
  “Fall detection paradigm for embedded devices based on YOLOv8”,
  IEEE International Conference on Imaging Systems & Techniques (IST), Copenhagen, Denmark, 2023.
• Xuyang Cao, Fengmei Fan, Jinsong Wang, Xinyu Liu, Jiaxuan Kang, Zhiren Wang, Shuping Tan, Yunlong Tan, Shan An,
  “Towards explainable artificial intelligence in diagnosing bipolar disorder using resting-state FMRI”,
  Bipolar Disorders, 2023.
• Mengzhu Wang, Shan An, Wei Yu, Lu Gui, Junyang Chen, and Zhigang Luo,
  “Attention-based Adversarial Partial Domain Adaptation”,
  International Conference on Acoustics, Speech, & Signal Processing (ICASSP), 2022.
• Dong Wei, Shan An*, Xiajie Zhang, Jiaxin Tian, Jianyu Yang, Konstantinos A. Tsintotas, and Haogang Zhu,
  “Dual Regression for Efficient Hand Pose Estimation”,
  International Conference on Robotics and Automation (ICRA), 2022.
• Konstantinos A. Tsintotas, Shan An, Ioannis Tsampikos Papapetros, Fotios K. Konstantinidis, Georgios Ch. Sirakoulis, and Antonios Gasteratos,
  “Dimensionality reduction through visual data resampling for low-storage loop-closure detection”,
  IEEE International Conference on Imaging Systems and Techniques (IST), 2022.
• Konstantinos A. Tsintotas, Loukas Bampis, Shan An, George F. Fragulis, Spyridon G. Mouroutsos, and Antonios Gasteratos,
  “Sequence-based mapping for probabilistic visual loop closure detection”,
  IEEE international conference on imaging systems and techniques (IST), Kaohsiung, Taiwan, 2021.
• Shan An, Guangfu Che, Jinghao Guo, Haogang Zhu, Junjie Ye, Fangru Zhou, Zhaoqi Zhu, Dong Wei, Aishan Liu, and Wei Zhang,
  “ARShoe: Real-Time Augmented Reality Shoe Try-on System on Smartphones”,
  ACM Multimedia, Chengdu, China, 2021.
• Shan An, Fangru Zhou, Mei Yang, Haogang Zhu, Changhong Fu, and Konstantinos A. Tsintotas,
  “Real-time Monocular Human Depth Estimation and Segmentation on Embedded Systems”,
  IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Prague, Czech Republic, 2021.
• Peng Wang, Zheng Fang, Shibo Zhao, Yongnan Chen, Ming Zhou, and Shan An,
  “Vanishing Point Aided LiDAR-Visual-Inertial Estimator”,
  International Conference on Robotics and Automation (ICRA), Xi’an, China, 2021.
• Hongxiang Gao, Shan An, Jianqing Li, and Chengyu Liu,
  “Deep Balanced Learning for Long-tailed Facial Expressions Recognition”,
  International Conference on Robotics and Automation (ICRA), Xi’an, China, 2021.
• Yuqing Ma, Shihao Bai, Shan An, Wei Liu, Aishan Liu, Xiantong Zhen, and Xianglong Liu,
  “Transductive Relation-Propagation Network for Few-shot Learning”,
  The 29th International Joint Conference on Artificial Intelligence (IJCAI), Yokohama, Japan, 2020.
• Shan An#, Zhibiao Huang#, Guangfu Che, Xianglong Liu, Xin Ma, and Yu Chen,
  “Quarter-point Codeword Expansion for Product Quantization”,
  IEEE International Conference on Multimedia and Expo (ICME), Shanghai, China, 2019.
• Shan An, Guangfu Che, Fangru Zhou, Xianglong Liu, Xin Ma, and Yu Chen,
  “Fast and Incremental Loop Closure Detection using Proximity Graphs”,
  IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Macau, China, 2019.

Journal Publications

• Boyuan Zhang, Fukai Zhang, Shan An*, Fangqiang Ding, Yu Liang, Qiang Lyu,
  “SCORE-DETR: An efficient Transformer-based network for small and occluded citrus detection”,
  Computers and Electronics in Agriculture, 238:110843, 2025.
• Lu Chen, Jiajie Wen, Yan Gao, Jing Yang, Chao Zhang, Shan An*, Peng Wu,
  “Edge-guided Semi-supervised 6D Pose Estimation with Cross-domain Alignment for Robotic Grasping”,
  Expert Systems with Applications, 129880, 2025.
• Qing Qin, Ziwei Lin, Guangyuan Gao, Chunxiao Han, Ruofan Wang, Yingmei Qin, Shanshan Li, Shan An, Yanqiu Che,
  “MBE-UNet: Multi-branch Boundary Enhanced U-Net for Ultrasound Segmentation”,
  IEEE Journal of Biomedical and Health Informatics, 2025.
• Shufang Zhang, Tao Jiang, Jiazheng Wu, Ziyu Meng, Ziyang Zhang, Shan An,
  “HIF: Height Interval Filtering for Efficient Dynamic Points Removal”,
  10(9):8938–8945, 2025.
• Fukai Zhang, Xiaobo Jin, Jie Jiang, Gang Lin, Mingzhi Wang, Shan An, Qiang Lyu,
  “Fine-Grained Recognition of Citrus Varieties via Wavelet Channel Attention Network”,
  Knowledge-Based Systems, 311:113128, 2025.
• Yu Gan, Yunning You, Junjie Huang, Sen Xiang, Chang Tang, Wei Hu, Shan An,
  “Multi-view Clustering via Multi-stage Fusion”,
  IEEE Transactions on Multimedia, 27:4571–4583, 2025.
• Jingyu Su, Shan An, Guoxin Wang, Xinlin Sun, Yushi Hao, Haoyu Li, Zhongke Gao,
  “Transformer-Based Multi-Scale 3D Convolutional Network for Motor Imagery Classification”,
  IEEE Sensors Journal, 25(5):8621–8630, 2025.
• Pei Feng Tong, Haoran Yang, Xinru Ding, Yuchuan Ding, Xiaokun Geng, Shan An*, Guoxin Wang, Song Xi Chen,
  “Debiased Estimation and Inference for Spatial-Temporal EEG/MEG Source Imaging”,
  IEEE Transactons on Medical Imaging, 44(3):1480–1493, 2025.
• Xuri Ge, Songpei Xu, Fuhai Chen, Jie Wang, Guoxin Wang, Shan An, Joemon M Jose,
  “3SHNet: Boosting image–sentence retrieval via visual semantic–spatial self-highlighting”,
  Information Processing & Management, 61(4): 103716, 2024.
• Fukai Zhang, Xiaobo Jin, Gang Lin, Jie Jiang, Mingzhi Wang, Shan An, Junhua Hu, Qiang Lyu,
  “Hybrid attention network for citrus disease identification”,
  Computers and Electronics in Agriculture, 220: 108907, 2024.
• Wenjie Li, Haoyu Li, Xinlin Sun, Huicong Kang, Shan An, Guoxin Wang, Zhongke Gao,
  “Self-supervised contrastive learning for EEG-based cross-subject motor imagery recognition”,
  Journal of Neural Engineering, 21(2): 026038, 2024.
• Zixiao Jin, Minhui Wang, Chang Tang, Xiao Zheng, Wen Zhang, Xiaofeng Sha, Shan An,
  “Predicting miRNA-disease association via graph attention learning and multiplex adaptive modality fusion”,
  Computers in Biology and Medicine, 169: 107904, 2024.
• Xianglong Liu, Shihao Bai, Shan An, Shuo Wang, Wei Liu, Xiaowei Zhao, Yuqing Ma,
  “A Meaningful Learning Framework for Zero-shot Semantic Segmentation”,
  SCIENCE CHINA Information Sciences, 66 (11):210103, 2023.
• Shan An, Jianye Chen, Zhaoqi Zhu, Fangru Zhou, Yuxing Yang, Yuqing Ma, Xianglong Liu, and Haogang Zhu,
  “ARCosmetics: A Real-Time Augmented Reality Cosmetics Try-on System”,
  Frontiers of Computer Science, 17(4):174706, 2023.
• Shan An#, Fangru Zhou#, Mei Yang, Shuang Bai, Chang Tang, Haogang Zhu,
  “Learning an insertion region for advertisement embedding on planes”,
  Signal Processing: Image Communication, 116:116963, 2023.
• Hongxiang Gao, Min Wu, Zhenghua Chen, Yuwen Li, Xingyao Wang, Shan An, Jianqing Li, and Chengyu Liu,
  “SSA-ICL: Multi-domain adaptive attention with intra-dataset continual learning for Facial expression recognition”,
  Neural Networks, 158:228-238, 2022.
• Lin Ge, Bo Lv, Na Li, Shan An, Fei-Yue Wang,
  “A hypertension parallel healthcare system based on the ACP approach”,
  IEEE Journal of Radio Frequency Identification, 6:724-728, 2022.
• Shan An, Haogang Zhu, Jiaao Zhang, Junjie Ye, Siliang Wang, Jianqin Yin, and Hong Zhang,
  “Deep Tri-Training for Semi-Supervised Image Segmentation”,
  IEEE Robotics and Automation Letters, 7(4):10097-10104, 2022.
• Shan An, Haogang Zhu, Dong Wei, Konstantinos A. Tsintotas, and Antonios Gasteratos,
  “Fast and Incremental Loop Closure Detection with Deep Features and Proximity Graphs”,
  Journal of Field Robotics, 39(4):473-493, 2022.
• Junjie Ye, Changhong Fu, Ziang Cao, Shan An, Guangze Zheng , and Bowen Li,
  “Tracker Meets Night: A Transformer Enhancer for UAV Tracking”,
  IEEE Robotics and Automation Letters, 7(2):3866-3873, 2022.
• Shan An, Xiajie Zhang, Dong Wei, Haogang Zhu, Jianyu Yang, and Konstantinos A. Tsintotas,
  “FastHand: Fast Monocular Hand Pose Estimation on Embedded Systems”,
  Journal of Systems Architecture, 122:102361, 2022.
• Shan An, Haogang Zhu, Yuanshuai Wang, Fangru Zhou, Xiaoxue Zhou, Xu Yang, Yingying Zhang, Xiangyu Liu, Zhicheng Jiao, and Yihua He,
  “A Category Attention Instance Segmentation Network for Four Cardiac Chambers Segmentation in Fetal Echocardiography”,
  Computerized Medical Imaging and Graphics, 93: 101983, 2021.
• Junjie Ye, Changhong Fu, Fuling Lin, Fangqiang Ding, Shan An, and Geng Lu,
  “Multi-Regularized Correlation Filter for UAV Tracking and Self-Localization”,
  IEEE Transactions on Industrial Electronics, 69(6):6004-6014, 2022.
• Chang Tang, Xinwang Liu, Shan An, and Pichao Wang,
  “BR2Net: Defocus Blur Detection via Bi-directional Channel Attention Residual Refining Network”,
  IEEE Transactions on Multimedia, 23: 624-635, 2020.
• Shan An, Zhibiao Huang, Shuang Bai, Guangfu Che , Xin Ma , Jie Luo , and Yu Che,
  “Quarter-point Product Quantization for Approximate Nearest Neighbor Search”,
  Pattern Recognition Letters, 125:187-194, 2019.
• Shan An, Si Liu, Zhibiao Huang, Guangfu Che, Qian Bao, Zhaoqi Zhu, Yu Chen, and Dennis Z. Weng,
  “RotateView: A video composition system for interactive product display”,
  IEEE Transactions on Multimedia, 21(12) : 095-3105, 2019.
• Shuang Bai, Huadong Tang, and Shan An,
  “Coordinate CNNs and LSTMs to categorize scene images with multi-views and multi-levels of abstraction”,
  Expert Systems with Applications, 120:298-309, 2019.
• Shuang Bai, Chao Han, Shan An,
  “Recognizing Anomalies in Urban Road Scenes Through Analysing Single Images Captured by Cameras on Vehicles”,
  Sensing and Imaging, 19(1):34, 2018.
• Shuang Bai, and Shan An,
  “A Survey on Automatic Image Caption Generation”,
  Neurocomputing, 311: 291-304, 2018.

Talks and Presentations

• Digital Human IP Development,
  DataFun Summit 2022 (Digital Human Technology Summit).
  2022
• Exploring JD’s AR Virtual Makeup and Shoe Try-On Technologies,
  DataFun JD Retail Data Intelligence Practices Special Session.
  2021
• JD AR cosmetics try-on system and shoe try-on system,
  DataFun Talk, and Qilu University of Technology.
  2021
• Real-time Monocular Human Depth Estimation and Segmentation on Embedded Systems,
  Pre-IROS in China, and IROS 2021.
• RotateView: A video composition system for interactive product display,
  Beihang University.
  2020
• Face landmark localization algorithm for JD AR cosmetics try-on system,
  Zhidx.COM Open Class.
  2020
• Thoughts on AI research in academia and industry,
  CCF Young Computer Scientists & Engineers Forum, Wuhan, China.
  2020  
• Computer vision algorithms and applications,
  Yanshan University. 
  2019 
• Fast and Incremental Loop Closure Detection using Proximity Graphs,
  IROS 2019.
• Quarter-point Codeword Expansion for Product Quantization,
  ICME 2019.
• Product image retrieval techniques,
  Institute of Information Engineering, Chinese Academy of Sciences.
  2018
• Near Duplicate Product Image Detection Based on Binary Hashing,
  ICDLT 2017.

Membership of Professional Associations

• Fellow of the Institute of Engineering and Technology (IET)
• Fellow of the British Computer Society (BCS)
• Senior Member of Institute of Electrical and Electronics Engineers (IEEE)
• Member of IEEE Young Professionals
• Member of IEEE Robotics and Automation Society
• Member of IEEE Signal Processing Society
• Member of IEEE Consumer Technology Society
• Member of IEEE Biometrics Council
• Senior Member of China Computer Federation (CCF)
• Standing Committee Member of the CCF Technical Committee on Intelligent Robots
• Executive Member of the CCF Technical Committee on Computer Vision
• Member of CCF Tech Frontier Committee
• Senior Member of China Society of Image and Graphics (CSIG)
• Executive Member of the CSIG Technical Committee on Visual Big Data
• Member of the CSIG Youth Committee
• Senior Member of China Institute of Communications (CIC)
• Senior Member of Chinese Society of Biomedical Engineering (CSBME)
• Member of Chinese Association of Automation (CAA)
• Member of Association for Computing Machinery (ACM)
• Executive Member of the CAAI Technical Committee on Embodied Intelligence
• Member of the CAAI Technical Committee on Pattern Recognition and Machine Intelligence

Program Committee Member

• ACM International Conference on Multimedia (MM), 2019-2021, 2023.
• ACM Multimedia Asia 2019, 2021, 2023.
• International Joint Conference on Artificial Intelligence (IJCAI), 2021-2025.
• AAAI Conference on Artificial Intelligence, 2022-2025.

Journal Reviewer

• IEEE Transactions on Pattern Analysis and Machine Intelligence.
• IEEE Transactions on Image Processing.
• IEEE Transactions on Neural Networks and Learning Systems.
• IEEE Transactions on Multimedia.
• IEEE Transactions on Medical Imaging.
• IEEE Transactions on Circuits and Systems for Video Technology.
• IEEE Transactions on Instrumentation and Measurement.
• IEEE Transactions on Cognitive and Developmental Systems.
• IEEE Transactions on Geoscience and Remote Sensing.
• IEEE Transactions on Aerospace and Electronic Systems.
• IEEE Transactions on Intelligent Transportation Systems.
• IEEE Transactions on Neural Systems & Rehabilitation Engineering.
• IEEE Transactions on Big Data.
• IEEE Transactions on Systems, Man and Cybernetics: Systems.
• IEEE Transactions on Industrial Informatics.
• IEEE Transactions on Consumer Electronics.
• IEEE Transactions on Artificial Intelligence.
• IEEE Transactions on Affective Computing.
• IEEE Transactions on Cognitive Communications and Networking.
• IEEE Transactions on Field Robotics.
• IEEE Transactions on Emerging Topics in Computing.
• IEEE Transactions on Mechatronics.
• IEEE Transactions on Mobile Computing.
• IEEE Transactions on Knowledge and Data Engineering.
• IEEE Transactions on Fuzzy Systems.
• IEEE Transactions on Reliability.
• IEEE Journal of Biomedical and Health Informatics.
• IEEE Robotics & Automation Magazine.
• IEEE Computational Intelligence Magazine.
• IEEE Signal Processing Letters.
• IEEE Robotics and Automation Letters.
• IEEE Sensors Letters.
• Pattern Recognition.
• Pattern Recognition Letters.
• Frontiers of Computer Science.
• IET Image Processing.
• Computational Intelligence and Neuroscience.
• Soft Computing.
• ISA Transactions.
• Scientific Reports.
• Frontiers in Robotics and AI.
• International Journal of Applied Earth Observation and Geoinformation.
• Advanced Intelligent Systems.
• Artificial Intelligence in Medicine.
• Journal of Field Robotics.
• Robotics and Autonomous Systems.
• Information Fusion.
• Information Processing and Management.
• Engineering Applications of Artificial Intelligence.
• Biomedical Signal Processing and Control.
• Tsinghua Science and Technology.
• Sensors.

Conference Reviewer

• Reviewer for major conferences in his field since 2019, including:
  ICRA, IROS, SMC, ECCV, AAAI, ICCV, IJCAI, MM