Journal

  1. Cheng Yu, Jiansheng Chen, Yu Wang, Youze Xue, Huimin Ma, Improving Adversarial Robustness Against Universal Patch Attacks Through Feature Norm Suppressing, IEEE Transactions on Neural Networks and Learning Systems, 36(1), pp. 1410-1424 , Jan. 2025 (“By suppressing the feature magnitudes of convolutional neural networks, the image classifier and object detector are made resilient to attacks from adversarial patches in the physical world.”) 中科院一区期刊
  2. Ting Tang, Jiansheng Chen, Yiqing Huang, Huimin Ma, Yudong Zhang, Hongwei Yu, Image Paragraph Captioning With Topic Clustering And Topic Shift Prediction, Knowledge-Based Systems,286 (2024): 111401 (“By explicitly constructing topic representations and modeling the probability distribution of topic transitions in human expressions, we achieve image paragraph interpretations that align more closely with human expressive habits.”) 中科院一区期刊
  3. Yu H, Gong W, Chen J, et al. HomuGAN: A 3D-aware GAN with the Method of Cylindrical Spatial-Constrained Sampling[J]. IEEE Transactions on Image Processing, 2024.
  4. Yu H, Gong W, Chen J, et al. GET3DGS: Generate 3D Gaussians Based on Points Deformation Fields[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024.
  5. Few annotated pixels and point cloud based weakly supervised semantic segmentation of driving scenes,Huimin Ma,Sheng Yi,Shijie Chen,Jiansheng Chen,Yu,International Journal of Computer Vision,1573-1405,https://doi.org/10.1007/s11263-024-02275-5.
  6. Haizhuang Liu and Huazhen Chu and Junbao Zhuo and Bochao Zou and Jiansheng Chen and Huimin Ma,SparseComm: An Efficient Sparse Communication Framework for Vehicle-Infrastructure Cooperative 3D Detection,Haizhuang Liu,Huazhen Chu,Junbao Zhuo,Bochao Zou,Jiansheng Chen,Huimin Ma,Volume 158, February 2025, 110961, https://doi.org/10.1016/j.patcog.2024.110961,PATTERN RECOGNITION.
  7. Huazhen Chu and Haizhuang Liu and Junbao Zhuo and Jiansheng Chen and Huimin Ma,Occlusion-guided multi-modal fusion for vehicle-infrastructure cooperative 3D object detection,Huazhen Chu, Haizhuang Liu, Junbao Zhuo, Jiansheng Chen,Huimin Ma,Volume 157, January 2025, 110939,https://doi.org/10.1016/j.patcog.2024.110939,PATTERN RECOGNITION
  8. Zhu, H. Ma, J. Chen and J. Yuan, “High-Quality and Diverse Few-Shot Image Generation via Masked Discrimination,” in IEEE Transactions on Image Processing, vol. 33, pp. 2950-2965, 2024, doi: 10.1109/TIP.2024.3385295.TIP（一区)
  9. Haizhuang Liu, Yilin Wang, Huazhen Chu, Bochao Zou, Jiansheng Chen, Huimin Ma,Enhancing pseudo label quality for pedestrian and cyclist in weakly supervised 3D object detection,Neurocomputing,Volume 584,2024,127531,ISSN 0925-2312,https://doi.org/10.1016/j.neucom.2024.127531.二区
  10. Liu, F. Liang, T. Hu, J. Hong and H. Ma, “Multi-Scale Fusion Model Based on Gated Recurrent Unit for Enhancing Prediction Accuracy of State-of-Charge in Battery Energy Storage Systems,” in Journal of Modern Power Systems and Clean Energy, vol. 12, no. 2, pp. 405-414, March 2024, doi: 10.35833/MPCE.2023.000726.
  11. Zhu, H. Ma, J. Chen and J. Yuan, “MotionVideoGAN: A Novel Video Generator Based on the Motion Space Learned From Image Pairs,” in IEEE Transactions on Multimedia, vol. 25, pp. 9370-9382, 2023, doi: 10.1109/TMM.2023.3251095. TMM(一区)
  12. Guo, H. Liu, J. Chen and H. Ma, “Temporal Information Fusion Network for Driving Behavior Prediction,” in IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 9, pp. 9415-9424, Sept. 2023, doi: 10.1109/TITS.2023.3267150. ITIS(一区)
  13. Hu, H. Ma, H. Sun and K. Liu, “Electrochemical-Theory-Guided Modeling of the Conditional Generative Adversarial Network for Battery Calendar Aging Forecast,” in IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 11, no. 1, pp. 67-77, Feb. 2023, doi: 10.1109/JESTPE.2022.3154785.（一区）
  14. Hu, H. Ma, K. Liu and H. Sun, “Lithium-Ion Battery Calendar Health Prognostics Based on Knowledge-Data-Driven Attention,” in IEEE Transactions on Industrial Electronics, vol. 70, no. 1, pp. 407-417, Jan. 2023, doi: 10.1109/TIE.2022.3148743.（一区）
  15. Hu, H. Ma, H. Liu, H. Sun and K. Liu, “Self-Attention-Based Machine Theory of Mind for Electric Vehicle Charging Demand Forecast,” in IEEE Transactions on Industrial Informatics, vol. 18, no. 11, pp. 8191-8202, Nov. 2022, doi: 10.1109/TII.2022.3180399.（一区）
  16. Kailong Liu, Qiao Peng, Hongbin Sun, Minrui Fei, Huimin Ma*, Tianyu Hu*:A Transferred Recurrent Neural Network for Battery Calendar Health Prognostics of Energy-Transportation Systems. IEEE Transactions on Industrial Informatics 18(11): 8172-8181 (2022) （一区）
  17. Xiaowei Fu, Fuxiang Huang, Yuhang Zhou, Huimin Ma, Xin Xu, Lei Zhang*:Cross-Modal Cross-Domain Dual Alignment Network for RGB-Infrared Person Re-Identification.  IEEE Transactions on Circuits and Systems for Video Technology. 32(10): 6874-6887 (2022)(一区)
  18. Zou, B., Wang, Y., Zhang, X., Lyu, X. and Ma, H.*, 2022. Concordance between facial micro-expressions and physiological signals under emotion elicitation. Pattern Recognition Letters, 164, pp.200-209. （三区）
  19. Zou, B., Han, J., Wang, Y., Liu, R., Zhao, S., Feng, L., Lyu, X. and Ma, H.*, 2022. Semi-structural interview-based Chinese multimodal depression corpus towards automatic preliminary screening of depressive disorders. IEEE Transactions on Affective Computing.（二区）
  20. Xing, Y. Wu, S. Liu, S. Di and H. Ma, “Virtual Try-On With Garment Self-Occlusion Conditions,” in IEEE Transactions on Multimedia, vol. 25, pp. 7323-7336, 2023, doi: 10.1109/TMM.2022.3221346. TMM(一区)
  21. Chu, H., Mo, L., Wang, R., Hu, T., & Ma, H. (2022). Visibility of points: Mining occlusion cues for monocular 3D object detection. Neurocomputing, 502, 48-56. （二区）
  22. Sheng Yi, Huimin Ma, Xiang Wang, Tianyu Hu, Xi Li, Yu Wang. Weakly-supervised semantic segmentation with superpixel guided local and global consistency, Pattern Recognition, PR 2022（一区）
  23. Wan, Weitao, Jiansheng Chen, Ming-Hsuan Yang, and Huimin Ma. “Co-attention dictionary network for weakly-supervised semantic segmentation.” Neurocomputing, 486 (2022): 272-285. （二区）
  24. Youze Xue, Jiansheng Chen, Xiangming Gu, Huimin Ma, Hongbing Ma, Boosting Monocular 3D Human Pose Estimation With Part Aware Attention, IEEE Transactions on Image Processing, vol 31, pp. 4278-4291, 2022（一区）
  25. Yiqin Huang, Jiansheng Chen, Huimin Ma, Hongbing Ma, Wanli Ouyang, Cheng Yu, Attribute Assisted Teacher-Critical Training Strategies for Image Captioning, Neurocomputing,506 (2022): 265-276（二区）
  26. Rongquan Wang,Huimin Ma*,Caixia Wang. An ensemble learning framework for detecting protein complexes from PPI networks. Frontiers in genetics, 2022, 13: 839949-839949（生物学三区）
  27. Rongquan Wang,Caixia Wang，Huimin Ma*. Detecting protein complexes with multiple properties by an adaptive harmony search algorithm[J]. BMC Bioinformatics 2022（生物学四区）
  28. Huazhen Chu, Chao Le, Rongquan Wang, Xi Li, Huimin ma, Learning Representative Viewpoints in 3D Shape Recognition, TVCJ 7（四区）
  29. Huazhen Chu, Huimin Ma, Haizhuang Liu, Rongquan Wang, Pedestrian Instance Segmentation with Prior Structure of Semantic Parts，PRL 6 录用（三区）
  30. Hu T, Li K*, Ma H, et al. Quantile forecast of renewable energy generation based on Indicator Gradient Descent and deep residual BiLSTM[J]. Control Engineering Practice, 2021, 114: 104863. （中科院二区）
  31. Rongquan Wang,Huimin Ma*,Caixia Wang. An Improved Memetic Algorithm for Detecting Protein Complexes in Protein Interaction Networks[J].Frontiers in genetics, 2021,12: 794354-794354（生物学三区）
  32. Ni Xiao, Lei Zhang, Xin Xu, Tan Guo, Huimin Ma, Label Disentangled Analysis for Unsupervised Visual Domain Adaptation (TCSVT-05374-2020), Knowledge based System , 2021.7录用 IF：8.038/Q1（二区）
  33. Xi Li, Huimin Ma, Jiansheng Chen, Hongbing Ma, Single Annotated Pixel Based Weakly Supervised Semantic Segmentation under Driving Scenes,  PR 2021 （一区）
  34. Xiaoqian Zhang, Huimin Ma, Mouyu Wu, Tianyu Hu, LIDAR: Learning from Imperfect Demonstrations with Advantage rectification, FCS 2021.6 （三区）
  35. Xugang Cao, Youze Xue, Jiansheng Chen, Xiaohe Chen, Yu Ma, Chunhua Hu, Huimin Ma, Hongbing Ma, Video Based Shuffling Step Detection for Parkinsonian Patients Using 3D Convolution, IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 29, pp. 641-649, 2021. （二区）
  36. 李熹，马惠敏，马洪兵，融合语义-表观特征的无监督前景分割方法，《中国图象图形学报》11录用
  37. Sheng Yi; Huimin Ma, PHD.; Xi Li; Yu Wang, WSODPB: Weakly Supervised Object Detection with PCSNet and Box Regression Module, Neurocomputing1.28 投稿 2020.7.5录用 (SCI Journal，Impact Factor: 4.072）
  38. Yidong Wang, Lisha Mo, Huimin Ma, Jian Yuan, OccGAN: Semantic Image Augmentation for Driving Scenes, Pattern Recognition Letter, Volume 136, August 2020, Pages 257-263 (SCI Journal，Impact Factor: 810)
  39. Ruiqi Lu, Huimin Ma, Yu Wang, Semantic Head Enhanced Pedestrian Detection in a Crowd，Neurocomputing Volume 400, 4 August 2020, Pages 343-351 (SCI Journal，Impact Factor: 072）
  40. Xiang Wang · Sifei Liu · Huimin Ma* · Ming-Hsuan Yang, Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning, International Journal of Computer Vision, （IJCV）2 (SCI Journal，Impact Factor: 7.1604，CV顶刊)
  41. Dong Zhou, Huimin Ma*, Xiang Wang, Xiaoqin Zhang,Yuhan Dong, Driving Behavior Prediction Considering Cognitive Prior and Driving Context, Transactions on Intelligent Transportation Systems, （TITS）2 (SCI Journal，Impact Factor: 5.744 )
  42. Xiang Wang, Huimin Ma*, Shaodi You, Deep clustering for weakly-supervised semantic segmentation in autonomous driving scenes, NeuroComputing，Volume 381, 14 March 2020, Pages 20-28 (SCI Journal， Impact Factor: 4.072)
  43. Xi Li, Huimin Ma*, Weaklier Supervised Semantic Segmentation with,Only One Image Level Annotation per Category, IEEE Transactions on Image Processing,（TIP） 2019, Volum 29: 128-141 (SCI Journal， Impact Factor: 6.790)
  44. Peng Zhou, Likan Zhan, Huimin Ma, Understanding others’ minds: Social inference in preschool children with autism spectrum disorder, Journal of Autism and Developmental Disorders 49, pages4523–4534(2019)8 (SCI Journal，Impact Factor: 2.786 自闭症顶刊)
  45. Peng Zhou, Likan zhan, Huimin Ma，Predictive language processing in preschool children with autism spectrum disorder: An eye-tracking study，Journal of Psycholinguistic Research volume 48, pages431–452(2019) (SCI Journal，Impact Factor: 0.655)
  46. Jinghuan Wen · Huimin Ma∗ Xiong Luo, Deep Generative Smoke Simulator: Connecting Simulated and Real Data, The Visual Computer, 2019.7 (SCI Journal，Impact Factor: 1.415 )
  47. 莫丽莎，马惠敏，遮挡图像分析及完形检测算法，电子测量与仪器学报，第33卷第4期，4，pp10-18
  48. Yidong Wang, Lisha Mo, Xiong Luo, Huimin Ma∗, Essential Element-Region driven Model in Image Recognition, NeuroComputing, 2019.4, https://doi.org/10.1016/j.neucom.2019.04.009 (SCI Journal，Impact Factor: 3.241)
  49. Jung-Hoon Lee, Dong-Hyeok Lim, Hongsik Jeong, Huimin Ma and Luping Shi, Exploring Cycle-to-Cycle and Device-to-Device Variation Tolerance in MLC Storage based Neural Network Training. IEEE Transactions on Electron Devices (TED), 2019.4 (SCI Journal)
  50. 逯睿琦，马惠敏，多尺度显著性区域提取的模板匹配，光学精密工程，2018 Vol.26, Issue（11）: 2776-2784
  51. Peng Zhou*, Weiyi Ma*, Likan Zhan*, Huimin Ma*, Using the Visual World Paradigm to Study Sentence Comprehension in Mandarin-Speaking Children with Autism, Journal of Visualized Experiments, （JoVE）10 (SCI Journal，Impact Factor: 1.108)
  52. Jinghuan Wen and Huimin Ma*, Real-time Smoke Simulation Based on Vorticity Preserving Lattice Boltzmann Method. The Visual Computer， 1-14，2018.5 (SCI Journal，Impact Factor:1.415 )
  53. 高磊，马惠敏，TUOD遮挡图像库的设计与实现（Design and Implementation of Tsinghua University Occlusion Image Database），中国图学学报，1084-1091, 2018 Vol.39, No.6, (中文核心期刊)
  54. Xi Li, Huimin Ma,Xiang Wang, Feature Proposal Model on Multidimensional Data Clustering and Its Application, Pattern Recognition Letters, 2018.9 (SCI Journal，Impact Factor: 2.810)
  55. Xi Li, Huimin Ma,Xiang Wang, Kai Zhang, Saliency Detection via Alternative Optimization Adaptive Influence Matrix Model, Pattern Recognition Letters, (PRL) 11 (SCI Journal，Impact Factor: 2.810)
  56. Xi Li, Huimin Ma, Traffic Light Recognition for Complex Scene with Fusion Detection, IEEE Transactions on Intelligent Transportation Systems (TITS)， 2017, 19(1): 199-208 (SCI Journal，Impact Factor:5.744 )
  57. Hu Chen, Zhang Xuedan, Ma Huimin, A shape-adaptive virtual hand grasping method，中国图象图形学学报，4
  58. Xiang Wang, Huimin Ma, Shaodi You, and Xiaozhi Chen, Edge Preserving and Multi-Scale Contextual Neural Network for Salient Object Detection, IEEE Transaction on Image Processing，(TIP) , 2017.9 2017, 27(1): 121-134 (SCI Journal，Impact Factor: 6.790)
  59. Xiaoqin Zhang, Huimin Ma_, Jun Cao, Jinghuan Wen, Stochastic Approximation for Expensive One-Bit Feedback Systems, Tsinghua Science and Technology, 2017.4 (SCI Journal，Impact Factor: 1.696)
  60. Xiaozhi Chen, Kaustav Kundu, Yukun Zhu, Andrew Berneshawi, Huimin Ma, Sanja Fidler and Raquel Urtasun,3D Object Proposals Using Stereo Imagery for Accurate Object Class Detection, IEEE Transactions on Pattern Analysis & Machine Intelligence (TPAMI),5.19 2017, 40(5): 1259-1272 (SCI Journal， Impact Factor: 17.730)
  61. Xiaozhi Chen, Huimin Ma, Chenzhuo Zhu, Xiang Wang, Zhichen Zhao, Boundary-Aware Box Refinement for Object Proposal Generation, 2016, Neurocomputing, 2017 Volume: 219, 323-332 (SCI Journal， Impact Factor: 4.072)
  62. Zhichen Zhao， Huimin Ma，Xiaozhi Chen, Generalized Symmetric Pair Model for Image Recognition in still images, Pattern Recognition, 2017 Volume 64: 347-360 (SCI Journal， Impact Factor: 5.898)
  63. Zhichen Zhao， Huimin Ma，Xiaozhi Chen, Semantic parts based top-down pyramid for action recognition, Pattern Recognition Letter，Volume 84, 1 December 2016, Pages 134–141(SCI Journal，Impact Factor: 2.810)
  64. Xiang Wang, Huimin Ma,Xiaozhi Chen, Geodesic Weighted Bayesian Model for Saliency Optimization, Pattern Recognition Letter, Volume 75, May 2016, 1-8 (SCI: 552IA, Impact Factor: 2.810，EI:20161202141040 )
  65. Jinghuan Wen, Huimin Ma, Xiaoqing Zhang, Optimization of the Occlusion Strategy in Visual Tracking, Tsinghua Science and Technology, 21.February, 2016, pp221-230 (SCI:DP4CI, Impact Factor: 1.696，EI:20162802574832)
  66. 褚桐，马惠敏，“红外点源信号仿真及抗干扰跟踪算法研究”，《中国图像图形学学报》,No.10, Vol.18, 2013,pp1354-1363 (EI期刊)
  67. You Shaodi, Ma Huimin,“Manifold topological multi-resolution analysis method”， Pattern Recognition，44 2011.1，pp1629-1648 (SCI Journal，Impact Factor:5.898 )， （SCI: 756ZU,EI: 20111313877383）
  68. Yu Xiaoliang, Ma Huimin, Zang Hefa, Research on target feature extraction algorithm based on statistical centerline, Binggong Xuebao, Volume 32, Issue 11, Nov.11, 2011, pp1359-1364,( EI:20114714549660 期刊)
  69. 张一博，马惠敏，“舰载对空传感器综合使用和效能评估”，《红外与激光工程》，2011 Vol40 No.8 pp1563-1569，（EI 20114214432413， 期刊）
  70. 张一博，马惠敏，“基于AHP的舰载对空传感器效能评估”，9 Vol.32 No.252, pp72-75 （期刊）
  71. 熊英，马惠敏，“三维物体SIFT特征的提取与应用”，中国图象图形学学报，2010 Vol.15, No.5, pp.814-819 （期刊）
  72. 王含宇，马惠敏，闫春航，“一种结构光式焊缝跟踪系统的设计”，电焊机，4，pp25-29 （期刊）
  73. Huimin Ma, Tiantian Huang, Yanzhi Wang, “Multi-resolution recognition of 3D object based on visual resolution limit”, Pattern Recognition Letter, Volume 31, Issue 3, 1 February 2010, pp. 259-266（SCI Index）http://dx.doi.org/10.1016/j.patrec.2009.08.015 (Journal SCI: 552IA, EI: 20095312587571）
  74. 郭宇晨，马惠敏，廖庆敏，“基于二维成像的三维物体形状特征分析”，清华大学学报（自然科学版）49 No.10, Oct. 2009, pp1646-1650 （EI 20094612457045，期刊）
  75. 黄文韵、马惠敏、王生进，“海面背景红外目标的识别算法”，《清华学报》49 No.10, Oct. 2009, pp1609-1613（EI 20094612457036， 期刊）
  76. YU Xiaoliang, MA Huimin, XIAO Jian,” Real-time Target Recognition System Simulation Based on Laser Near-field Detection”, Optoelectronics Letters, Vol.5 No.4, Jul1 2009, pp0299-0303（EI：20094112368141 期刊）
  77. 孙洁，马惠敏，李凤亭，“基于仿射不变性特征的视点空间划分”， 清华学报（自然科学版），2009年1月，49 No.1, pp53-56（EI 20090811915011）
  78. 苏淼，马惠敏，李凤亭，“结合突变论和离散聚类思想的视点空间划分算法”，清华学报（自然科学版），4 Vol.48 No.4，pp518-521 （EI 20082811370615， 期刊）
  79. 张绍广，李凤亭，马惠敏.一种基于权值的骨架算法.微计算机信息.2007年2月：255～（期刊）
  80. Ma Huimin, Huang Ruke，“Multi-hierarchical Algorithms for Fast Fingerprint Identification”, Chinese journal of electronics， 2005, Vol.14, No.4, pp625-630（SCI：037FU EI：05449448357）
  81. 王华建，张爱武，马惠敏，李凤亭，“基于统计模型的三维场景重建补洞算法”，《光电子.激光》，11，（EI：05028785368，期刊）
  82. 孟柯，李凤亭，马惠敏“一个用于视频监控的便携式数字录像机设计”，电视技术，2004年第7期，pp78-80 （期刊）
  83. 倪征，苏光大，马惠敏，王俊艳“玻璃瓶在线检测系统设计”，计算机工程与应用，2004年，第40卷，第3期，pp218-220 （期刊）
  84. 马惠敏，苏光大，黄如克，“一种用于大库匹配的指纹分类算法”，第十三届全国神经网络计算学术会议CNNC2003论文集，11.12-15，青岛，pp368-373
  85. Ma Huimin, Wang Yan,“Parallel Feature Extraction System”, Chinese journal of electronics，10,Vol.12 No.4, pp598-601（SCI：730EZ，EI：03437694371）
  86. 马惠敏，苏光大， “飞机红外图像高速识别系统”，红外与毫米波学报， pp367-371，10 第5期（SCI：608FZ，EI：03037327777）
  87. 马惠敏，“基于投影的灰度图像特征提取”，光学技术，2002年第6期28, NO.6, pp561-563. （期刊）