本实验室长期招收博士后，博士、硕士研究生，本科实习生， 欢迎

方向的同学参观、报考或推荐免试！特别欢迎有数学专业和嵌入式系统、FPGA等硬件开发经验的同学加入我们！ 诚邀2024级莘莘学子加入，共创美好未来！

实验室网址：http://bmal.hust.edu.cn

                                                                         2023届研究生毕业集体合照

      2023年8月18日至20日，“申昊杯”第五届中国研究生机器人创新设计大赛总决赛在长沙举行。由尤新革教授、袁巍教授指导的“BIAC_KidMition”团队（学生成员：夏北浩、李珩、刘明月、蔡俊哲、姚致远)以项目《儿童体育动作智能评测分析系统》荣获全国一等奖，实现电信学院在该项赛事零的突破。

    机器人视觉感知与控制技术国家工程研究中心主任王耀南院士（右二）与团队成员合影

                           实验室博士生陈使明同学获得华为终端“学术之星”(全球共15人)

         实验室博士生陈使明、傅司超同学荣获2022年研究生国家奖学金（电信学院仅三名）

    实验室研发的证照阅读仪、文件检验仪等系列设备服务于国家重大工程，在北京大兴机场、广州白云机场等22个机场进行自助安检。

    由实验室自主研发的防伪追溯系统助力“两个奥运”，为视障人士提供导盲犬信息追溯服务；证照鉴伪阅读仪在冬奥会、冬残奥会期间应用于自助安检，为海外运动员提供了方便快速的安检服务。

    实验室开发的幼儿体育动作识别机器人及幼儿动作评测数据库系统可视化平台通过与上海某公司合作在上海多家幼儿园推广运用

      实验室开发系列智能点验钞机、清分机等设备，在国内自主研发金融机具中首次实现冠字号识别，产品进入4大国有银行、13家商业银行和60多家地方银行，并实现出口。自主开发金融票据打印扫描一体机，通过某上市公司等多家企业实现成果产业化。

                                                                            实验室同学参加学院举办篮球赛 

                                                                    实验室同学参加学院举办篮球赛              

                                                              2019年实验室举办“防伪杯”乒乓球赛 

实验室照片

部分在研国家级项目：

1. 国家重点研发计划课题：出入境证件智能化真伪识别装备研究；2022YFC3301004；

2. 国家重点研发计划青年科学家项目：多源异构防伪票证大数据的智能分析关键技术与软件,2022YFF0712300；

3. 国家重点研发计划课题：面向检察办案的不可信电子化签名攻击识别关键技术研究,2022YFC3301704；

4. 国家重点研发计划课题：出入境证件智能化真伪识别技术及系统研究,2022YFC3301003；

5. 国家自然科学基金面上项目：基于社会活动场的多混合智能体轨迹预测研究,62172177；

6. 国家自然科学基金面上项目：基于共形映射的复杂高维数据约简研究,61772220；

7. 国家重点研发计划项目：多币种纸币智能处理一体机关键技术研究，2016YFE0121200；

部分在研省（市）级项目：

1. 湖北省科技创新专项重大项目：零级衍射光变图像产品化工艺研究，2017AAA017；

2. 珠海市产学研项目：基于轻量化深度学习的防伪标签视觉检测关键技术与装备,ZH22017001210089PWC；

3. 湖北省重点研发计划项目：慢性阻塞性肺病智能诊疗关键技术与应用,2020BAB027；

4. 湖北省技术创新专项重大项目：防伪票据智能处理关键技术及设备研发,2018ACA135；

部分在研横向项目：

1. 中国印钞造币集团有限公司：中国印钞造币集团有限公司-华中科技大学共建智能机具与检测识别联合实验室

2.深圳阜时科技有限公司：共建华中科技大学与深圳阜时科技人工智能与机器视觉技术联合实验室；

3. 深圳普赢创新科技股份有限公司：共建华中科技大学与普赢创新机器视觉与人工智能技术中心；

4. 长城信息股份有限公司：共建华中科技大学湖南长城信息金融设备有限责任公司人工智能与机器视觉技术中心；

5. 成都红生工华科技发展有限公司：华中科技大学电子信息与通信学院—成都红生工华科技发展有限公司共建生物识别证照核验技术中心；

6. 北京瑞源华德科技有限公司：小型文件检验系统开发；

7. 南京造币有限公司 ：线扫成像系统研发；

8. 武汉华工图像技术开发有限公司：新型模压全息防伪及鉴伪技术的研发；

9. 江苏天瑞仪器股份有限公司：智能菌落识别软件开发；

10. 武汉上点点信息有限公司 ：有源身份核验及非结构化数据防伪识别算法合作研发

获得奖项：

     1. 2022年湖北省自然科学一等奖：面向语义理解的复杂图像表征与计算理论及方法研究；

     2. 2019年湖北省科技进步一等奖：光学防伪及机读鉴伪关键技术研究与应用；

     3. 2020年浙江省科技进步二等奖：基于金融云平台技术的现金流通全程管控系统关键技术及核心装备

     4. 2008年重庆市自然科学二等奖：图像模式结构多尺度分析的基础理论及应用方法研究；

     5. 2010年湖北省科技进步三等奖：用于癌症早期诊断的全自动细胞DNA定量分析技术研究；

部分期刊论文：

1. Sichao Fu, Qiong Cao, Yunwen Lei, Yujie Zhong, Yibin Zhan and Xinge You. Few-shot Learning with Dynamic Graph Structure Preserving. IEEE Transactions on Industrial Informatics, in press, 2023.

2.Yuanjie Shao, Wenxiao Wu, Xinge You, Changxin Gao, Nong Sang，Improving the Generalization of MAML in Few-Shot Classification via Bi-Level Constraint. IEEE Trans. Circuits Syst. Video Technol. 33(7): 3284-3295 (2023)

3.Bin Zou, Hongwei Jiang, Chen Xu, Jie Xu， Xinge You, Yuan Yan Tang，Learning Performance of Weighted Distributed Learning With Support Vector Machines. IEEE Trans. Cybern. 53(7): 4630-4641 (2023)

• 4. Shiming Chen, Peng Zhang, Guo-Sen Xie, Qinmu Peng, Zehong Cao, Wei Yuan, Xinge You. Kernelized Similarity Learning and Embedding for Dynamic Texture Synthesis. IEEE Trans. Syst. Man Cybern. Syst. 53(2): 824-837 (2023)

  5. Haitham Issa, Qinmu Peng, Sali Issa, Xinge You, Ruijiao Peng, Jing Wang. Person-Independent Emotion and Gender Prediction (EGP) System Using EEG Signals. Int. Arab J. Inf. Technol. 19(4): 629-638 (2022)

  6. Qi Zheng, Mingming Gong, Xinge You, Dacheng Tao. A Unified B-Spline Framework for Scale-Invariant Keypoint Detection. Int. J. Comput. Vis. 130(3): 777-799 (2022)

  7. Yufeng Shi, Xinge You, Yue Zhao, Jiamiao Xu, Weihua Ou, Feng Zheng, Qinmu Peng. PSIDP: Unsupervised deep hashing with pretrained semantic information distillation and preservation. Neurocomputing. 502: 1-14 (2022)

  8. Zhixiong Pi, Yuanjie Shao, Changxin Gao, Nong Sang. Instance-Based Feature Pyramid for Visual Object Tracking. IEEE Trans. Circuits Syst. Video Technol. 32(6): 3774-3787 (2022)

  9. Sichao Fu, Senlin Wang, Weifeng Liu, Baodi Liu, Bin Zhou, Xinhua You, Qinmu Peng, Xiao-Yuan Jing. Adaptive graph convolutional collaboration networks for semi-supervised classification. Inf. Sci. 611: 262-276 (2022)

  10. Ye S, Peng Q, Sun W, et al. Discriminative Suprasphere Embedding for Fine-Grained Visual Categorization. IEEE Transactions on Neural Networks and Learning Systems, 2022. doi: 10.1109/TNNLS.2022.3202534

  11. Yufeng Shi, Yue Zhao, Xin Liu, Feng Zheng, Weihua Ou, Xinge You, Qinmu Peng. Deep Adaptively-Enhanced Hashing with Discriminative Similarity Guidance for Unsupervised Cross-modal Retrieval. IEEE Transactions on Circuits and Systems for Video Technology. 2022. (In Press)

  12. Shiming Chen, Ziming Hong, Guo-sen Xie, Qinmu Peng, Xinge You, Weiping Ding, Ling Shao. GNDAN: Graph Navigated Dual Attention Network for Zero-Shot Learning. IEEE Transactions on Neural Networks and Learning Systems. 2022. (In Press)

  13. Sichao Fu, Baodi Liu, Weifeng Liu, Bin Zou, Xinhua You, Qinmu Peng, Xiao-Yuan Jing. Adaptive Multi-scale Transductive Information Propagation for Few-shot Learning. Knowledge-Based Systems, 2022. (In Press)

  14. Beihao Xia,Conghao Wong, Qinmu Peng, Wei Yuan, Xinge You. CSCNet: Contextual Semantic Consistency Network for Trajectory Prediction in Crowded Spaces. Pattern Recognition. 2022, 126: 108552.

  15. Zhan Wang, Ting Liang, Bin Zou, Yaling Cai, Jie Xu, Xinge You: Incremental Fisher linear discriminant based on data denoising. Knowledge-Based Systems.107799, ISSN 0950-7051(2022)

• 16. Zhengqiang Zhang, Qinmu Peng*, Sichao Fu, Wenjie Wang, Yiu-ming Cheung, Yue Zhao,Shujian Yu, and Xinge You: A Componentwise Approach to Weakly-Supervised Semantic Segmentation Using Dual Feedback Network, IEEE Transactions on Neural Networks and Learning Systems. 2022.

  17. Xiao-Yuan Jing, Xinyu Zhang, Xiaoke Zhu, Fei Wu, Xinge You, Yang Gao, Shiguang Shan, Jing-Yu Yang: Multiset Feature Learning for Highly Imbalanced Data Classification. IEEE Trans. Pattern Anal,Mach.Intell.43(1):139-156(2021)

  18. Yue Zhao, Yiu-ming Cheung, Xinge You, Qinmu Peng, Jiangtao Peng, Peipei Yuan, Yufeng Shi: Hyperspectral Image Classification via Spatial Window-Based Multiview Intact Feature Learning. IEEE Trans. Geosci. Remote. Sens. 59(3): 2294-2306 (2021)

  19. Shiming Chen, Wenjie Wang, Beihao Xia, Xinge You, Qinmu Peng, Zehong Cao, Weiping Ding. CDE-GAN: Cooperative Dual Evolution Based Generative Adversarial Network.  IEEE Transactions on Evolutionary Computation , 2021， 25(5): 986-1000.

  20. Bo Li,Xinge You,Jing Wang,Qinmu Peng,Shi Yin,Ruinan Qi,Qianqian Ren,Ziming Hong: IAS-NET: Joint intraclassly adaptive GAN and segmentation network for unsupervised cross-domain in neonatal brain MRI segmentation. Medical Physics, 2021.

  21. Jiamiao Xu, Fangzhao Wang, Qinmu Peng, Xinge You, Shuo Wang, Xiao-Yuan Jing, C. L. Philip Chen: Modal-Regression-Based Structured Low-Rank Matrix Recovery for Multiview Learning. IEEE Trans. Neural Networks Learn. Syst. 32(3): 1204-1216 (2021)

  22. Shi Yin, Qinmu Peng, Hongming Li, Zhengqiang Zhang, Xinge You, Katherine Fischer, Susan L. Furth, Gregory E. Tasian, Yong Fan:Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks. Medical Image Anal. 60 (2020) 

• 23. Xiyu Yan, Huihui Gong, Yong Jiang, Shu-Tao Xia, Feng Zheng, Xinge You, Ling Shao:Video scene parsing: An overview of deep learning methods and datasets. Computer Vision and Image Understanding. 201: 103077 (2020)

  24. Qi Zheng, Shujian Yu, Xinge You: Coarse-to-fine salient object detection with low-rank matrix recovery. Neurocomputing 376: 232-243 (2020)

• 25. Jiamiao Xu, Shujian Yu, Xinge You, Mengjun Leng, Xiao-Yuan Jing, C. L. Philip Chen:Multiview Hybrid Embedding: A Divide-and-Conquer Approach. IEEE Trans. Cybernetics. 50(8): 3640-3653 (2020)

  26. Xinge You, Jiamiao Xu, Wei Yuan, Xiao-Yuan Jing, Dacheng Tao, Taiping Zhang: Multi-view Common Component Discriminant Analysis for Cross-view Classification. Pattern Recognition , 92:37-51, 2019.  [GitHub]

  27. Jiamiao Xu, Shujian Yu, Xinge You, Mengjun Leng, Xiao-Yuan Jing, C.L. Philip Chen: Multi-view Hybrid Embedding: A Divide-and-Conquer Approach. IEEE Trans. Cybernetics , 2019. [GitHub]

• 28. Sali Issa, Qinmu Peng, You Xinge.  Emotion Classification Using EEG Brain Signals and the Broad Learning System.   IEEE Transactions on Systems, Man, and Cybernetics: Systems.  [ Submitted ] [HomePage]

• 29. Peng Zhang, Shujian Yu, Jiamiao Xu, Xinge You, Xiubao Jiang, Xiao-Yuan Jing, Dacheng Tao.Robust Visual Tracking using Multi-Frame Multi-Feature Joint Modeling. IEEE Trans. Circuits Syst. Video Techn.  PP(99): 1-1, 2018.  

• 30. Xiaoke Zhu, Xiao-Yuan Jing, Liang Yang, Xinge You, Dan Chen, Guangwei Gao, Yunhong Wang.Semi-supervised cross-view projection-based dictionary learning for video-based person re-identification. IEEE Trans. Circuits Syst. Video Techn.  28(10): 2599-2611, 2018

• 31. Licheng Liu, C.L.Phllip Chen, Xinge You, Yuan Yan Tang, Yushu Zhang, Shutao Li.Mixed Noise Removal via Robust Constrained Sparse Representation. IEEE Trans. Circuits Syst. Video Techn. 28(9):2177-2189, 2018.

• 32. Shi Yin,Xinge You, Xin Yang, Qinmu Peng, Ziqi Zhu, Xiao-Yuan Jing.A Joint Space-angle Regularization Approach for Single 4D Diffusion Image Super-resolution. Magnetic Resonance in Medicine 80(5):2173-2187, 2018.

  33. Xiaoke Zhu, Xiao-Yuan Jing, Xinge You, Xinyu Zhang, Taiping Zhang. MVideo-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics.  IEEE Trans. Image Processing  27(11):5683-5695, 2018.

  34. Yue Zhao, Xinge You, Shujian Yu, Chang Xu, Wei Yuan, Xiao-Yuan Jing, Taiping Zhang, Dacheng Tao: Multi-view manifold learning with locality alignment. Pattern Recognition 78:154-166, 2018.  [Homepage]  [Code]

• 35. Xiaoke Zhu, Xiao-Yuan Jing, Xinge You, Wangmeng Zuo, Shiguang Shan, Wei-Shi Zheng: Image to Video Person Re-Identification by Learning Heterogeneous Dictionary Pair With Feature Projection Matrix. IEEE Trans. Information Forensics and Security 13(3):717-732, 2018.

• 36. Bin Zou, Chen Xu, Yang Lu, Yuan Yan Tang, Jie Xu, Xinge You: k-Times Markov Sampling for SVMC. IEEE Trans. Neural Netw. Learning Syst. 29(4):1328-1341, 2018.

• 37. Xin Liu, He Zhang, Yiu-ming Cheung, Xinge You, Yuan Yan Tang: Efficient single image dehazing and denoising: An efficient multi-scale correlated wavelet approach. Computer Vision and Image Understanding 162:23-33, 2017.

  38. Zhao T, Mishra V, Jeon T, Ouyang M, Peng Q, Chalak L, Wisnowski J, Heyne R, Rollins N, Shu N, and Huang H. Structural network maturation of the preterm human brain. NeuroImage，2018.

  39. Zijing Chen, Xinge You, Boxuan Zhong, Jun Li, Dacheng Tao: Dynamically Modulated Mask Sparse Tracking. IEEE Trans. Cybernetics 47(11):3706-3718, 2017.

• 40. Zhenyu He, Shuangyan Yi, Yiu-Ming Cheung, Xinge You, Yuan Yan Tang: Robust Object Tracking via Key Patch Sparse Representation. IEEE Trans. Cybernetics 47(2):354-364, 2017.

  41. Zhensheng Jiang, Wei Yuan, Henry Leung, Xinge You, Qi Zheng: Coalition Formation and Spectrum Sharing of Cooperative Spectrum Sensing Participants. IEEE Trans. Cybernetics 47(5):1133-1146, 2017.

  42. Yiu-ming Cheung, Meng Li, Qinmu Peng, C. L. Philip Chen, A cooperative learning-based clustering approach to lip segmentation without knowing segment number. IEEE Trans. Neural Network. Learning Syst. 28(1): 80-93, 2017.

• 43. Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Ruimin Hu, Xinge You, Yunhong Wang, Hui Feng, Jing-Yu Yang: Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning. IEEE Trans. Image Processing 26(3):1363-1378, 2017.

  44. Qinmu Peng,  Yiu-ming Cheung:   A hybrid of local and global saliencies for detecting image saliency region and appearance. IEEE Transactions on Systems, Man, and Cybernetics: Systems 47(1):86-97, 2017.

  45. Qinmu Peng, Yiu-ming Cheung, Xinge You, Yuan Yan Tang: A Hybrid of Local and Global Saliencies for Detecting Image Salient Region and Appearance. IEEE Trans. Systems, Man, and Cybernetics: Systems 47(1):86-97, 2017.

• 46.  W. Yuan, J. Huang,&nbshp;J. Zhang: Competitive Charging Station Pricing for Plug-in Electric Vehicles. IEEE Transactions on Smart Grid, 2016.

  47.  Yantao Wei, Xinge You, Hong Li: Multiscale patch-based contrast measure for small infrared target detection. Pattern Recognition 58:216-226, 2016.

  48.  Fei Wu, Xiao-Yuan Jing, Xinge You, Dong Yue, Ruimin Hu, Jing-Yu Yang: Multi-view low-rank dictionary learning for image classification. Pattern Recognition 50:143-154, 2016.

  49.  Pengyue Zhang, Xinge You, Weihua Ou, C. L. Philip Chen, Yiu-ming Cheung: Sparse discriminative multi-manifold embedding for one-sample face identification. Pattern Recognition 52:249-259, 2016.

  50. Wei Yuan, Xinge You, Jing Xu, Henry Leung, Tianhang Zhang, Chun Lung Philip Chen: Multiobjective Optimization of Linear Cooperative Spectrum Sensing: Pareto Solutions and Refinement. IEEE Trans. Cybernetics 46(1):96-108, 2016.

  51. Zhenyu He, Xin Li, Xinge You, Dacheng Tao, Yuan Yan Tang: Connected Component Model for Multi-Object Tracking. IEEE Trans. Image Processing 25(8):3698-3711, 2016.

• 52. Xinge You, Weigang Guo, Shujian Yu, Kan Li, José C. Príncipe, Dacheng Tao: Kernel Learning for Dynamic Texture Synthesis. IEEE Trans. Image Processing 25(10):4782-4795, 2016. [HomePage]

  53. Jiajia Lei, Xinge You, Mohamed Abdel-Mottaleb: Automatic Ear Landmark Localization, Segmentation, and Pose Classification in Range Images. IEEE Trans. Systems, Man, and Cybernetics: Systems 46(2):165-176, 2016.

  54. Zhenyu He, Yuxin Cui, Hongpeng Wang, Xinge You, C. L. Philip Chen: One global optimization method in network flow model for multiple object tracking. Knowl.-Based Syst. 86:21-32, 2015.

  55. Ziqi Zhu, Xinge You, C. L. Philip Chen, Dacheng Tao, Weihua Ou, Xiubao Jiang, Jixing Zou: An adaptive hybrid pattern for noise-robust texture analysis. Pattern Recognition 48(8):2592-2608, 2015.

  56. Shuangyan Yi, Zhenyu He, Xinge You, Yiu-ming Cheung: Single object tracking via robust combination of particle filter and sparse representation. Signal Processing 110:178-187, 2015.

• 57. Xinge You, Weihua Ou, Chun Lung Philip Chen, Qiang Li, Ziqi Zhu, Yuanyan Tang: Robust Nonnegative Patch Alignment for Dimensionality Reduction. IEEE Trans. Neural Netw. Learning Syst. 26(11):2760-2774, 2015.

  58. Xin Li, Zhenyu He, Xinge You, C. L. Philip Chen: A novel joint tracker based on occlusion detection. Knowl.-Based Syst. 71:409-418, 2014.

  59. Mohammed Lutf, Xinge You, Yiu-ming Cheung, C. L. Philip Chen: Arabic font recognition based on diacritics features. Pattern Recognition 47(2):672-684, 2014.

  60. Weihua Ou, Xinge You, Dacheng Tao, Pengyue Zhang, Yuanyan Tang, Ziqi Zhu: Robust face recognition via occlusion dictionary learning. Pattern Recognition 47(4):1559-1572, 2014.

  61. Xinge You, Qiang Li, Dacheng Tao, Weihua Ou, Mingming Gong: Local Metric Learning for Exemplar-Based Object Detection. IEEE Trans. Circuits Syst. Video Techn. 24(8):1265-1276, 2014.

• 62. Yiu-ming Cheung, Meng Li, Xiaochun Cao, Xinge You: Lip Segmentation under MAP-MRF Framework with Automatic Selection of Local Observation Scale and Number of Segments. IEEE Trans. Image Processing 23(8):3397-3411, 2014.

  63. Jie Gui, Dacheng Tao, Zhenan Sun, Yong Luo, Xinge You, Yuan Yan Tang: Group Sparse Multiview Patch Alignment Framework With View Consistency for Image Classification. IEEE Trans. Image Processing 23(7):3126-3137, 2014.

  64. Xinge You, Ruxin Wang, Dacheng Tao: Diverse Expected Gradient Active Learning for Relative Attributes. IEEE Trans. Image Processing 23(7):3203-3217, 2014.

  65. Zhibin Pan, Xinge You, Hong Chen, Dacheng Tao, Baochuan Pang: Generalization performance of magnitude-preserving semi-supervised ranking with graph-based regularization. Inf. Sci. 221:284-296, 2013.

  66. Xiubao Jiang, Xinge You, Yuan Yuan, Mingming Gong: A method using long digital straight segments for fingerprint recognition. Neurocomputing 77(1):28-35, 2012.

67. Yiu-ming Cheung, Xin Liu, Xinge You: A local region based approach to lip tracking. Pattern Recognition 45(9):3336-3347, 2012.

68. Junwei Wang, Xiang Bai, Xinge You, Wenyu Liu, Longin Jan Latecki: Shape matching and classification using height functions. Pattern  Recognition Letters 33(2):134-143, 2012.           

69.  Wei Zhang, Q. M. Jonathan Wu, Guanghui Wang, Xinge You: Tracking and Pairing Vehicle Headlight in Night Scenes. IEEE Trans. Intelligent  Transportation Systems 13(1):140-153, 2012.                                           

70. Xinge You, Qinmu Peng, Yuan Yuan, Yiu-ming Cheung, Jiajia Lei: Segmentation of retinal blood vessels using the radial projection and semi-supervised approach. Pattern Recognition 44(10-11):2314-2324, 2011.                

71. Zhenyu He, Xinge You, Long Zhou, Yiu-ming Cheung, Jianwei Du: Writer identification using fractal dimension of wavelet subbands in gabor  domain. Integrated Computer-Aided Engineering 17(2):157-165, 2010.                 

72. Xinge You, Liang Du, Yiu-ming Cheung, Qiuhui Chen: A Blind Watermarking Scheme Using New Nontensor Product Wavelet Filter Banks. IEEE  Trans. Image Processing 19(12):3271-3284, 2010.               

73.  Xinge You, Yuan Yan Tang: Wavelet-Based Approach to Character Skeleton.  IEEE Trans. Image Processing 16(5):1220-1231, 2007.

74.  Yuan Yan Tang, Xinge You: Skeletonization of Ribbon-Like Shapes Based on a New Wavelet Function. IEEE Trans. Pattern Anal. Mach. Intell. 25(9):1118-1133, 2003.      

部分近期会议论文：    

1. Shiming Chen, Wenjin Hou, Ziming Hong,  Xiaohan Ding, Yibing Song, Xinge You, Tongliang Liu, Kun Zhang，Evolving Semantic Prototype Improves Generative Zero-Shot Learning. ICML 2023: 4611-4622.

2. Liheng Yuan, Heng Li, Beihao Xia, Cuiying Gao, Mingyue Liu, Wei Yuan, Xinge You. Recent Advances in Concept Drift Adaptation Methods for  Deep Learning. IJCAI 2022.             

3.  Ziming Hong, Shiming Chen, Guo-Sen Xie, Wenhan Yang, Jian Zhao, Yuanjie Shao, Qinmu Peng, Xinge You. Semantic Compression Embedding  for Generative Zero-Shot Learning. IJCAI 2022.

4. Shiming Chen, Ziming Hong, Guo-Sen Xie, Wenhan Yang, Qinmu Peng, Kai Wang, Jian Zhao, Xinge You. MSDN: Mutually Semantic Distillation  Network for Zero-Shot Learning. CVPR 2022.

5. Yufeng Shi, Shuhuang Chen, Xinge You*, Qinmu Peng, Weihua Ou, Yue Zhao, Deep Supervised Information Bottleneck Hashing for Cross-modal  Retrieval based Computer-aided Diagnosis. AAAI  2022.

6. Shiming Chen, Ziming Hong, Yang Liu, Guo-Sen Xie, Baigui Sun, Hao Li, Qinmu Peng, Ke Lu, Xinge You. TransZero: Attribute-guided Transformer  for Zero-Shot Learning. AAAI 2022.

7. Shiming Chen, Guo-Sen Xie, Qinmu Peng, Yang Liu, Baigui Sun, Hao Li, Xinge You, Ling Shao. HSVA: Hierarchical Semantic-Visual Adaptation  for Zero-Shot Learning. NeurIPS 2021.

8. Shiming Chen, Wenjie Wang, Beihao Xia, Qinmu Peng, Xinge You, Feng Zheng, Ling Shao. FREE: Feature Refinement for Generalized Zero-shot  Learning. ICCV 2021.

9. Wenjie Wang , Yufeng Shi , Shiming Chen , Qinmu Peng , Feng Zheng,  Xinge You: Norm-guided Adaptive Visual Embedding for Zero-Shot  Sketch-Based Image Retrieval. IJCAI 2021.     

10. Yufeng Shi, Xinge You, Feng Zheng, Shuo Wang, Qinmu Peng. Equally-Guided Discriminative Hashing for Cross-modal Retrieval. IJCAI  2019.   

11. Chaojian Yu, Xinyi Zhao, Qi Zheng, Peng Zhang, Xinge You. Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition. ECCV  2018.

12. Jiamiao Xu, Xinge You, Shi Yin, Peng Zhang, Wei Yuan: Robust Multi-view Common Component Learning. CCCV (3) 2017:268-279.

部分专利：

1. 1. 尤新革; 夏北浩; 彭勤牧，一种频域视角下智能体轨迹预测方法、系统、设备及介质，202211293163；

   2. 彭勤牧; 尤新革; 胡亚宸，一种基于深度学习的通用证件结构化识别方法和系统，202211409647；

   3. 彭勤牧、尤新革、张迪，一种证照鉴伪一体机，2020216556920；

   4. 江国星；尤新革；李祯；范嘉豪；耿介，一种用于慢性阻塞性肺疾病的中医辅助诊疗方法和系统，2021105160721；

   5. 尤新革；江国星；彭勤牧；陈靖，一种喷码字符检测方法，2020100295323；

   6. 尤新革、郭雄、彭勤牧，一种多光谱防伪特征检查设备及检验方法，2019101998681；

   7. 尤新革、江国星、赵煜、刘仁杰，一种多通道平面信息检测方法、系统及装置，2019106849024；

   8. 尤新革、彭勤牧、付卓军，一种基于证件的考生身份验证方法和装置，2019106848996；

   9. 彭勤牧、尤新革、张如，一种二维码图像的校正方法及校正装置，2019106028056；

   10. 尤新革、许成、彭勤牧、郭佳玮、刑志东，一种基于CIS的图像扫描系统、方法和存储介质，2019101864668；

   11.彭勤牧、尤新革、张如，一种基于多证件识别的门禁方法及相应的装置，2019106841022；

2. 12.尤新革；彭勤牧；李奇凡；夏北浩，一种多类型证卡鉴伪方法及设备，2019109305830；

3. 13.尤新革、江国星、叶强、张珅睿、李鼎睿，一种用于平面信息检测的多通道图像采集系统及设备，2020214548046；

4. 14.彭勤牧、尤新革、夏北浩、岳峻鹏，一种智能酒店入住方法以及相应的装置，2019106849043；

5. 15. 尤新革、彭勤牧、王小川、王梓宇，一种证件的防伪信息的鉴别方法及鉴别系统，2019108631902；

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