》 Research Fields
Visual Perception and Robot Learning
Image and 3D Generated Content
Object Detection and Recognition with Small Training Data
》 Courses
Data Structure
Pattern Recognition
》 Projects
1.Imitation Learning from Unlabeled Videos with Various Filming Angles, NSFC, 2021-2024
2.Research on Distributed Few-shot Generation and Few-shot Learning Method Based on Knowledge Supervision,SCST，2020-2023
3.Research on target detection and tracking method fusing multi-source perception，SCST，2018-2021
》 Publications
l Paper
(1)Peng Peng; Mingyu You*; Kai Jiang; Youzao Lian; Weisheng Xu; MBFQuant: A Multiplier-Bitwidth-Fixed, Mixed Precision Quantization Method for Mobile CNN-Based Applications, IEEE Transactions on Image Processing, 2023
(2)Peng Peng; Mingyu You*; Kai Jiang; Hongjun Zhou; Weisheng Xu; Design of an Efficient CNN-based Cough Detection System on Lightweight FPGA, IEEE Transactions on Biomedical Circuits and Systems, 2023
(3)Weihao Wang; Rufeng Zhang; Mingyu You*; Hongjun Zhou; Bin He; 3D Assembly Completion, AAAI 2023
(4)Mingyu You; Chaoxian Luo; Hongjun Zhou; Dynamic Dense CRF Inference for Video Segmentation and Semantic SLAM, Pattern Recognition, 133，2023
(5)Xuanhui Xu; Mingyu You*; Hongjun Zhou; Bin He; Robot Imitation Learning from Image-only Observation without Real world Interaction, IEEE/ASME Transactions on Mechatronics,2023
(6)Rufeng Zhang; Tao Kong; Weihao Wang; Xuan Han; Mingyu You*; 3D Part Assembly Generation with Instance Encoded Transformer, IEEE Robotics and Automation Letters, 7(4):9051-9058, 2022
(7)Rufeng Zhang; Tao Kong; Weihao Wang; Xuan Han; Mingyu You*; 3D Part Assembly Generation with Instance Encoded Transformer, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022.
(8)Rufeng Zhang; Tao Kong; Xinlong Wang; Mingyu You*; Mask Encoding: A General Instance Mask Representation for Object Segmentation, Pattern Recognition, 124, 2022
(9)Zhifeng Qian; Mingyu You*; Hongjun Zhou; Bin He; Weakly Supervised Disentangled Representation for Goal-conditioned Reinforcement Learning, IEEE Robotics and Automation Letters, 7(2):2202-2209, 2022
(10)Mingyu You; WeihaoWang; You Li; Jiaming Liu; Xianghuai Xu; Zhongmin Qiu; Automatic cough detection from realistic audio recordings using C-BiLSTM with boundary regression, Biomedical Signal Processing and Control, 72, Part A, 2022
(11)Zhifeng Qian; Mingyu You; Hongjun Zhou; Bin He; Weakly Supervised Disentangled Representation for Goal-conditioned Reinforcement Learning, International Conference on Robotics and Automation (ICRA), 2022
(12)Xinyu Zhang; Xinlong Wang; Jia-Wang Bian; Chunhua Shen; Mingyu You*; Diverse Knowledge Distillation for End-to-End Person Search, AAAI 2021
(13)Peng Peng; Mingyu You*; Weisheng Xu; Jiaxin Li; Fully integer-based quantization for mobile convolutional neural network inference, Neurocomputing, 432:194-205, 2021
(14)Mingyu You; Chaoxian Luo; and Hongjun Zhou; Visual Landmark Learning Via Attention-Based Deep Neural Networks, IEEE Transactions on Instrumentation and measurement, 70, 2021
(15)Mingyu You; Xuan Han; Yangliu Xu; Li Li; Systematic evaluation of deep face recognition methods, Neurocomputing, 388: 144-156, 2020
(16)Xinyu Zhang; Rufeng Zhang; Jiewei Cao; Dong Gong; Mingyu You*; Chunhua Shen; Part-Guided Attention Learning for Vehicle Instance Retrieval，IEEE Transactions on Intelligent Transportation Systems，2020
(17)Rufeng Zhang; Chunhua Shen; Mingyu You*; Mask Encoding for Single Shot Instance Segmentation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
(18)Rufeng Zhang, Mingyu You*. Fast contour detection with supervised attention learning. Journal of Real-Time Image Processing, 2020
(19)Xinyu Zhang; Jiewei Cao; Chunhua Shen; Mingyu You; Self-training with progressive augmentation for unsupervised cross-domain person re-identification, IEEE International Conference on Computer Vision (ICCV), 2019
(20)Zhifeng Qian, Xuanhui Xu, Mingyu You*, Hongjun Zhou. Simultaneous multi-task determination and manipulation with vision-based self-reasoning network. IEEE International Conference on Robotics and Biomimetics, ROBIO 2019
(21)Mingyu You; Yubin Zhang; Chunhua Shen; Xinyu Zhang; An Extended Filtered Channel Framework for Pedestrian Detection, IEEE Transactions on Intelligent Transportation Systems, 19(5): 1640-1651, 2018
(22)Hui Li, Peng Wang, Mingyu You*, Chunhua Shen. Reading Car License Plates Using Deep Neural Networks. Image and Vision Computing, 72:14-23, 2018
(23)Hongjun Zhou, Mingyu You*, Lei Liu, Chao Zhuang. Sequential data feature selection for human motion recognition via Markov blanket. Pattern Recognition Letters, 86:18-25, 2017
(24)Mingyu You, Zeqin Liu, Chong Chen, Jiaming Liu, Xianghuai Xu, Zhongmin Qiu. Cough Detection by Ensembling Multiple Frequency Subband Features. Biomedical Signal Processing and Control, 33, 132-140, 2017
(25)Mingyu You, Huihui Wang, Chong Chen, Jiaming Liu, Xianghuai Xu, Zhongmin Qiu. A Novel Feature Extraction Method for Cough Detection using Non-Negative Matrix Factorization. IET Signal Processing, 11(5), 515-520, 2017
(26)Mingyu You, Chong Chen, Guozheng Li, Shixing Yan, Sheng Sun, Xueqiang Zeng, Qingce Zhao, Liaoyu Xu, Suying Huang. ISMAC: An Intelligent System for Customized Clinical Case Management and Analysis, The Scientific World Journal, 2015
(27)Jia-Ming Liu, Mingyu You*，Zheng Wang，Guozheng Li，Xianghuai Xu，Zhongmin Qiu，Cough Event Classification by Pretrained Deep Neural Network. BMC Medical Informatics and Decision Making, 2015, 15(4)
(28)Hui-Hui Wang, Jiaming Liu, Mingyu You* and Guozheng Li. Audio Signals Encoding for Cough Classification Using Convolutional Neural Networks: A Comparative Study. IEEE International Conference Bioinformatics and Biomedicine (BIBM), 2015
(29)Chao Zhuang, Hongjun Zhou, Mingyu You, Lei Liu. Markov blanket based sequential data feature selection for human motion recognition. IEEE International Conference on Robotics & Biomimetics (ROBIO), 2015
