Research Projects with External Grants

  1. Multi-person Interactive Action Recognition Based on Effective and Reliable Deep Models, funded by the Macau Science and Technology Fund, FDCT 0193/2023/RIA3, Principal Investigator, 2024-2027, on-going.
  2. Multi-task and multi-view clustering methods based on deep learning, funded by the Macau Science and Technology Fund, FDCT 0141/2023/RIA2, Principal Investigator, 2023-2025, on-going.
  3. Research on Privacy-sensitive Objects Pixelation in Multimedia Streaming, funded by the Macau Science and Technology Fund, FDCT 0087/2020/A2, Principal Investigator, 2021-2024, completed.
  4. 內容安全技術及其在醫學影像保護中的應用研究, 國家科技部與澳門科學技術發展基金聯合科研資助, FDCT-MOST 0034/2019/AMJ, 項目負責人, 2020-2023, 已完成.
  5. Research on Three Dimensional Multi-person Pose Estimation, funded by the Macau Science and Technology Fund, FDCT 0049/2021/A, Principal Investigator, 2021-2023, completed.
  6. Research on Information Security and Privacy in Machine Learning, funded by the Macau Science and Technology Fund, FDCT 0019/2019/A, Principal Investigator, 2019-2021, completed.
  7. Efficient Searching Methods for Multimedia Tampering Detection, funded by the Macau Science and Technology Fund, FDCT 041/2017/A1, Principal Investigator, 2017-2020, completed.
  8. Feature Based Approaches for Multimedia Security and Watermarking, funded by the Macau Science and Technology Fund, FDCT 093/2014/A2, Principal Investigator, 2015-2018, completed.
  9. Research and Application in Object Tracking and Recognition, funded by the Macau Science and Technology Fund, FDCT 008/2013/A1, Principal Investigator, 2013-2016, completed.
  10. Robust and Geometric Invariant Digital Image Watermarking, funded by the Macau Science and Technology Fund, FDCT 034/2010/A2, Principal Investigator, 2011-2014, completed.

Selected Publications

Journals

  1. J. Wang, G. Huang, X. Yuan, G. Zhong, T. Lin, C.-M. Pun, F. Xie, "The Structure-sharing Hypergraph Reasoning Attention Module for CNNs," Expert Systems with Applications, 259, 125240, 2025. (JCR Q1)
  2. X. Du, C.-M. Pun, J. Zhou, "Efficient Physical Image Attacks Using Adversarial Fast Autoaugmentation Methods," Knowledge-Based Systems, 304, 112576, 2024. (JCR Q1)
  3. W. Liu, X. Cun, C.-M. Pun, "DH-GAN: Image manipulation localization via a dual homology-aware generative adversarial network," Pattern Recognition, 155, 110658, 2024. (JCR Q1, CCF B)
  4. J. Huang, G. Huang, X. Zhang, X. Yuan, F. Xie, C.-M. Pun, G. Zhong, "Black-box reversible adversarial examples with invertible neural network," Image and Vision Computing, 147, 105094, 2024. (JCR Q1)
  5. B. Xiao, J. Hu, W. Li, C.-M. Pun, X. Bi, "CTNet: Contrastive Transformer Network for Polyp Segmentation," IEEE Transactions on Cybernetics (TCYB), 54(9), pp. 5040-5053, 2024. (JCR Q1, CCF B)
  6. Y. Zeng, C.-M. Pun, "Frequency-constrained transferable adversarial attack on image manipulation detection and localization," The Visual Computer, 40, pp. 4817-4828, 2024. (JCR Q2)
  7. J. Wang, G. Huang, G. Zhong, X. Yuan, C.-M. Pun, J. Wang, J. Liu, "A Novel Hypercomplex Graph Convolution Refining Mechanism," IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), In Press, 2024. (JCR Q1)
  8. Y. Jiang, X. Chen, C.-M. Pun, S. Wang, W. Feng, "MFDNet: Multi-Frequency Deflare Network for Efficient Nighttime Flare Removal," The Visual Computer, In Press, 2024. (JCR Q2)
  9. H. Li, G. Huang, X. Yuan, Z. Zheng, X. Chen, G. Zhong, C.-M. Pun, "Psanet: prototype-guided salient attention for few-shot segmentation," The Visual Computer, In Press, 2024. (JCR Q2)
  10. X. Liu, G. Huang, X. Yuan, Z. Zheng, G. Zhong, X. Chen, C.-M. Pun, "Weakly supervised semantic segmentation via saliency perception with uncertainty-guided noise suppression," The Visual Computer, In Press, 2024. (JCR Q2)
  11. Z. Li, X. Chen, S. Guo, C.-M. Pun and S. Wang, "WavEnhancer: Unifying Wavelet and Transformer for Image Enhancement," Journal of Computer Science and Technology, 39(2), pp.336-345, 2024. (CCF B)
  12. Y. Zheng, X. Cun, M. Xia, C.-M. Pun, "Sketch Video Synthesis," Computer Graphics Forum, 43(2), e15044, 2024. (JCR Q2, CCF B)
  13. W. Hu, L. Cheng, G. Huang, X. Yuan, G. Zhong, C.-M. Pun, J. Zhou, M. Cai "Learning from Incorrectness: Active Learning with Negative Pre-training and Curriculum Querying for Histological Tissue Classification," IEEE Transactions on Medical Imaging (TMI), 43(2), pp. 625-637, 2024. (JCR Q1, CCF B)
  14. X. Wang, S. Li, C.-M. Pun, Y. Guo, F. Xu, H. Gao, H. Lu, "A Parkinson's Auxiliary Diagnosis Algorithm Based on a Hyperparameter Optimization Method of Deep Learning," IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), 21(4), pp. 912-923, 2024. (JCR Q1, CCF B)
  15. J. Chen, G. Huang, X. Yuan, G. Zhong, Z. Zheng, C.-M. Pun, J. Zhu, Z. Huang, "Quaternion Cross-modality Spatial Learning for Multi-modal Medical Image Segmentation," IEEE Journal of Biomedical and Health Informatics (JBHI), 28(3), pp.1412-1423, 2024. (JCR Q1)
  16. S. Yang, H. Li, C.-M. Pun, C. Du, H. Gao, "Adaptive Spatial-Temporal Graph-Mixer for Human Motion Prediction," IEEE Signal Processing Letters, 31, pp.1244-1248, 2024. (JCR Q2)
  17. G. Zhong and C.-M. Pun, "Multi-task Subspace Clustering," Information Sciences, 661, 120147, 2024. (JCR Q1, CCF B)
  18. C. Shi, Y. Liu, M. Zhao, C.-M. Pun, Q. Miao, "Attack-invariant attention feature for adversarial defense in hyperspectral image classification," Pattern Recognition, 145, 109955, 2024. (JCR Q1, CCF B)
  19. Z. He, G. Huang, X. Yuan, G. Zhong, C.-M. Pun, Y. Zeng, "Progressive normalizing flow with learnable spectrum transform for style transfer," Knowledge-Based Systems, 284, 111277, 2024. (JCR Q1)
  20. Q. Yuan, G. Huang, G. Zhong, X. Yuan, Z. Tan, Z. Lu, C.-M. Pun, "Triangular Chain Closed-Loop Detection Network for Dense Pedestrian Detection," IEEE Transactions on Instrumentation and Measurement (TIM), 73, 5003714, 2024. (JCR Q1)
  21. T. Lin, G. Huang, X. Yuan, G. Zhong, X. Huang, C.-M. Pun, "SCDet: decoupling discriminative representation for dark object detection via supervised contrastive learning," The Visual Computer, 40, pp. 3357-3369, 2024. (JCR Q2)
  22. Z. Deng, G. Huang, X. Yuan, G. Zhong, T. Lin, C.-M. Pun, Z. Huang, Z. Liang, "QMLS: quaternion mutual learning strategy for multi-modal brain tumor segmentation," Physics in Medicine & Biology, 69(1), 015014, 2024. (JCR Q1)
  23. G. Huang, Q. He, Z. Dai, G. Zhong, X. Yuan, and C.-M. Pun, "GDN-CMCF: A Gated Disentangled Network With Cross-Modality Consensus Fusion for Multimodal Named Entity Recognition," IEEE Transactions on Computational Social Systems (TCSS), 11(3), pp. 3944-3954, 2024. (JCR Q1)
  24. F. Ullah and C.-M. Pun, "Enabling Parity Authenticator-Based Public Auditing With Protection of a Valid User Revocation in Cloud," IEEE Transactions on Computational Social Systems (TCSS), 11(3), pp.3090-3107, 2024. (JCR Q1)
  25. Y. Xiao, C.-M. Pun and K. Chen, "Towards evaluating the robustness of deep neural semantic segmentation networks with Feature-Guided Method," Knowledge-Based Systems, 281, 111063, 2023. (JCR Q1)
  26. C. Shi, M. Zhang, Z. Lv, Q. Miao, C.-M. Pun, "Universal Object-level Adversarial Attack in Hyperspectral Image Classification," IEEE Transactions on Geoscience and Remote Sensing (TGRS), 61, 5532714, 2023. (JCR Q1, CCF B)
  27. J. Wang, G. Huang, G. Zhong, X. Yuan, C.-M. Pun, J. Deng, "QGD-Net: A Lightweight Model Utilizing Pixels of Affinity in Feature Layer for Dermoscopic Lesion Segmentation," IEEE Journal of Biomedical and Health Informatics (JBHI), 27(12), pp. 5982-5993, 2023. (JCR Q1)
  28. L. Yuan, G. Huang, F. Li, X. Yuan, C.-M. Pun, G. Zhong, "RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition," IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 31, pp. 2325-2337, 2023. (JCR Q1, CCF B)
  29. G. Zhong and C.-M. Pun, "Self-taught Multi-view Spectral Clustering," Pattern Recognition, 138, 109349, 2023. (JCR Q1, CCF B)
  30. G. Zhong and C.-M. Pun, "Simultaneous Laplacian Embedding and Subspace Clustering for Incomplete Multi-view Data," Knowledge-Based Systems, 262(2), 110244, 2023. (JCR Q1)
  31. Z. Zheng, G. Huang, X. Yuan, C.-M. Pun, H. Liu, W.-K. Ling, "Quaternion-valued Correlation Learning for Few-Shot Semantic Segmentation," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 33(5), pp. 2102-2115, 2023. (JCR Q1, CCF B)
  32. F. Ullah and C.-M. Pun, "Deep Self-Learning based Dynamic Secret Key Generation for Novel Secure and Efficient Hashing Algorithm," Information Sciences, 629, pp. 488-501, 2023. (JCR Q1, CCF B)
  33. F. Ullah, C.-M. Pun, O. Kaiwartya, A.S. Sadiq, J. Lloret, M. Ali, "HIDE-Healthcare IoT Data Trust ManagEment: Attribute centric intelligent privacy approach," Future Generation Computer Systems, 148, pp. 326-341, 2023. (JCR Q1)
  34. S. Zhu, C.-M. Pun, H. Zhu, S. Li, X. Huang and H. Gao, "An artificial bee colony algorithm with a balance strategy for wireless sensor network," Applied Soft Computing, 136, 110083, 2023. (JCR Q1)
  35. Q. Zhao, G. Huang, P. Xu, Z. Chen, W. Li, X. Yuan, G. Zhong, C.-M. Pun, Z. Huang, "IDA-Net: Inheritable Deformable Attention Network of structural MRI for Alzheimer’s Disease Diagnosis," Biomedical Signal Processing and Control, 84, 104787, 2023. (JCR Q1)
  36. G. Zhang, G. Huang, H. Chen, C.-M. Pun, Z. Yu and L. Cheng, "Video action recognition with Key-detail Motion Capturing based on motion spectrum analysis and multiscale feature fusion," The Visual Computer, 39, pp. 539-556, 2023. (JCR Q2)
  37. Z. Chen, G. Huang, Y. Wang, J. Qiu, F. Yang, Z. Yu, C.-M. Pun, W.-K. Ling, "Bi-deformation-UNet: recombination of differential channels for printed surface defect detection," The Visual Computer, 39, pp. 3995-4013, 2023. (JCR Q2)
  38. J. Qiu, S. Lai, G. Huang, W. Zhang, J. Mai, C.-M. Pun and W.-K. Ling, "TriView-ParNet: parallel network for hybrid recognition of touching printed and handwritten strings based on feature fusion and three-view co-training," Applied Intelligence, 53, pp. 17015-17034, 2023. (JCR Q2)
  39. C. Gong, C. Jing, X. Chen, C.-M. Pun, G. Huang, A. Saha, M. Nieuwoudt, H.-X. Li, Y. Hu, S. Wang, "Generative AI for brain image computing and brain network computing: a review," Frontiers in Neuroscience, 17, 1203104, 2023. (JCR Q2)
  40. L. Gao, L. Hu, F. Lyu, L. Zhu, L. Wan, C.-M. Pun and W. Feng, "Difference-guided multi-scale spatial-temporal representation for sign language recognition," The Visual Computer, 39, pp. 3417–3428, 2023. (JCR Q2)
  41. G. Zhong and C.-M. Pun, "Improved Normalized Cut for Multi-view Clustering," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 44(12), pp. 10244-10251, 2022. (JCR Q1, CCF A)
  42. X. Du and C.-M. Pun, "Robust Audio Patch Attacks Using Physical Sample Simulation and Adversarial Patch Noise Generation," IEEE Transactions on Multimedia (TMM),24, pp.4381-4393, 2022. (JCR Q1, CCF B)
  43. F. Xu, F. Xu, J. Xie, C.-M. Pun, H. Lu, and H. Gao, "Action Recognition Framework in Traffic Scene for Autonomous Driving System," IEEE Transactions on Intelligent Transportation Systems (TITS), 23(11), pp. 22301-22311, 2022. (JCR Q1, CCF B)
  44. H. Li and C.-M. Pun, "Monocular Robust 3D Human Localization by Global and Body-parts Depth Awareness," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 32(11), pp.7692-7705, 2022. (JCR Q1, CCF B)
  45. G. Zhong and C.-M. Pun, "Local Learning-based Multi-task Clustering," Knowledge-Based Systems, 255(11), 109798, 2022. (JCR Q1)
  46. C. Shi, Y. Dang, L. Fang, M. Zhao, Z. Lv, Q. Miao and C.-M. Pun, "Multifeature Collaborative Adversarial Attack in Multimodal Remote Sensing Image Classification," IEEE Transactions on Geoscience and Remote Sensing (TGRS), 60, 5631815, 2022. (JCR Q1, CCF B)
  47. H. Gao, Z. Fu, C.-M. Pun, J. Zhang, S. Kwong, "An Efficient Artificial Bee Colony Algorithm With an Improved Linkage Identification Method," IEEE Transactions on Cybernetics (TCYB), 52(6), pp.4400-4414, 2022. (JCR Q1, CCF B)
  48. Z.-L. Liu and C.-M. Pun, "Reversible Data Hiding in Encrypted Images using Chunk Encryption and Redundancy Matrix Representation," IEEE Transactions on Dependable and Secure Computing (TDSC), 19(2), pp. 1382-1394, 2022. (JCR Q1, CCF A)
  49. Z. Zhang and C.-M. Pun, "Learning ordinal constraint binary codes for fast similarity search," Information Processing & Management, 59(3), pp. 1-18, 2022. (JCR Q1, CCF B)
  50. J.-C. Xie, C.-M. Pun and K.-M. Lam, "Implicit and Explicit Feature Purification for Age-invariant Facial Representation Learning," IEEE Transactions on Information Forensics and Security (TIFS), 17, pp. 399-412, 2022. (JCR Q1, CCF A)
  51. G. Zhong and C.-M. Pun, "Data Representation by Joint Hypergraph Embedding and Sparse Coding," IEEE Transactions on Knowledge and Data Engineering (TKDE), 34(5), pp. 2106-2119, 2022. (JCR Q1, CCF A)
  52. G.-N. Dong, C.-M. Pun and Z. Zhang, "Temporal Relation Inference Network for Multi-modal Speech Emotion Recognition," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 32(9), pp. 6472-6485, 2022. (JCR Q1, CCF B)
  53. R. Zhang, Z. He, J. Zhu, X. Yuan, G. Huang, C.-M. Pun, J. Peng, J. Lin, J. Zhou, "Collaborative multi-feature extraction and scale-aware semantic information mining for medical image segmentation," Physics in Medicine & Biology, 67(20), 205008, 2022. (JCR Q1)
  54. T. Xia, G. Huang, C.-M. Pun, W. Zhang, J. Li, W.K. Ling, C. Lin, Q. Yang, "Multi-scale contextual semantic enhancement network for 3D medical image segmentation," Physics in Medicine & Biology, 67(20), 225014, , 2022. (JCR Q1)
  55. J. Li, G. Huang, J. He, Z. Chen, C.-M. Pun, Z. Yu, W.-K. Ling, L. Liu, J. Zhou, J. Huang, "Shift-channel attention and weighted-region loss function for liver and dense tumor segmentation," Medical Physics, 49(11), pp. 7193-7206, 2022. (JCR Q1)
  56. H. Chen, L. Cheng, G. Huang, G. Zhang, J. Lan, Z. Yu, C.-M. Pun and W.-K. Ling, "Fine-grained visual classification with multi-scale features based on self-supervised attention filtering mechanism," Applied Intelligence, 52, pp. 15673-15689, 2022. (JCR Q2)
  57. Z. Lu, G. Zhang, G. Huang, Z. Yu, C.-M. Pun, W. Zhang, J. Chen and W.-K. Ling, "Video person re-identification using key frame screening with index and feature reorganization based on inter-frame relation," International Journal of Machine Learning and Cybernetics, 13, pp. 2745-2761, 2022. (JCR Q2)
  58. Y. Wang, G. Huang, Lin Y., H. Yuan, C.-M. Pun, W.-K. Ling and L. Cheng, "MIVCN: Multimodal interaction video captioning network based on semantic association graph," Applied Intelligence, 52, pp. 5241–5260, 2022. (JCR Q2)
  59. D. Zhang, F. Xu, C.-M. Pun, Y. Yang, R. Lan, L. Wang, Y. Li, H. Gao, "Virtual Reality Aided High-Quality 3D Reconstruction by Remote Drones," ACM Transactions on Internet Technology, 22(1), pp. 1-20, 2022. (JCR Q1, CCF B)
  60. G.-N. Dong, C.-M. Pun and Z. Zhang, "Kinship Verification Based on Cross-Generation Feature Interaction Learning," IEEE Transactions on Image Processing (TIP), 30, pp. 7391-7403, 2021. (JCR Q1, CCF A)
  61. G.-N. Dong, C.-M. Pun and Z. Zhang, "Deep Collaborative Multi-modal Learning for Unsupervised Kinship Estimation," IEEE Transactions on Information Forensics and Security (TIFS), 16, pp. 4197-4210, 2021. (JCR Q1, CCF A)
  62. J. Zhou and C.-M. Pun, "Personal Privacy Protection via Irrelevant Faces Tracking and Pixelation in Video Live Streaming," IEEE Transactions on Information Forensics and Security (TIFS), 16, pp. 1088 - 1103, 2021. (JCR Q1, CCF A)
  63. G. Zhong and C.-M. Pun, "RPCA-Induced Self-Representation for Subspace Clustering," Neurocomputing, 437(5), pp. 249-260, 2021. (JCR Q1)
  64. Y. Xiao, C.-M. Pun and B. Liu, "Fooling Deep Neural Detection Networks with Adaptive Object-oriented Adversarial Perturbation," Pattern Recognition, 115(7), pp. 1-16, 2021. (JCR Q1, CCF B)
  65. Y. Xiao and C.-M. Pun, "Improving adversarial attacks on deep neural networks via constricted gradient-based perturbations," Information Sciences, 571(9), pp. 104-132, 2021. (JCR Q1, CCF B)
  66. H. Li, C.-M. Pun, F. Xu, L. Pan, R. Zong, H. Gao and H. Lu, "Hybrid Feature Selection Algorithm Based on Discrete Artificial Bee Colony for Parkinson Diagnosis," ACM Transactions on Internet Technology, 21(3), pp. 1-22, 2021. (JCR Q1, CCF B)
  67. K. Hu, G. Huang, Y. Yang, C.-M. Pun, WK Ling, L. Cheng, "Rapid facial expression recognition under part occlusion based on symmetric SURF and heterogeneous soft partition network," Multimedia Tools and Applications, 79(8), pp. 30861-30881, 2020. (JCR Q2)
  68. L. Huang and C.-M. Pun, "Audio Replay Spoof Attack Detection by Joint Segment-Based Linear Filter Bank Feature Extraction and Attention-Enhanced DenseNet-BiLSTM Network," IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 28(6), pp. 1813 - 1825, 2020. (JCR Q1, CCF B)
  69. F Chen, G Huang, J Lan, Y Wu, C.-M. Pun, WK Ling and L Cheng, "Weakly Supervised Fine-Grained Image Classification via Salient Region Localization and Different Layer Feature Fusion," Applied Sciences, 10(13), 4652, 2020. (JCR Q2)
  70. Z Lu, G Huang, C.-M. Pun, and L Cheng, "Person re-identification based on multi-level feature complementarity of cross-attention with part metric learning," Multimedia Tools and Applications, 79(5), pp. 21409-21439, 2020. (JCR Q2)
  71. J.-L. Zhong, C.-M. Pun, and Y.-F. Gan, "Dense moment feature index and best match algorithms for video copy-move forgery detection," Information Sciences, 537(10), pp. 184-202, 2020. (JCR Q1, CCF B)
  72. G. Zhong and C.-M. Pun, "Revisiting Nystrom extension for hypergraph clustering," Neurocomputing, 403(8), pp. 247-256, 2020. (JCR Q1)
  73. Y. Xiao, C.-M. Pun and B. Liu, "Adversarial example generation with adaptive gradient search for single and ensemble deep neural network," Information Sciences, 528(8), pp. 147-167, 2020. (JCR Q1, CCF B)
  74. B. Liu and C.-M. Pun, "Exposing splicing forgery in realistic scenes using deep fusion network," Information Sciences, 526(7), pp. 133-150, 2020. (JCR Q1, CCF B)
  75. X. Cun and C.-M. Pun, "Improving the Harmony of the Composite Image by Spatial-Separated Attention Module," IEEE Transactions on Image Processing (TIP), 29(2), pp. 4759 - 4771, 2020. (JCR Q1, CCF A)
  76. J.-C. Xie and C.-M. Pun, "Deep and Ordinal Ensemble Learning for Human Age Estimation From Facial Images," IEEE Transactions on Information Forensics and Security (TIFS), 15(1), pp. 2361 - 2374, 2020. (JCR Q1, CCF A)
  77. J.-L. Zhong and C.-M. Pun, "An End-to-End Dense-InceptionNet for Image Copy-Move Forgery Detection," IEEE Transactions on Information Forensics and Security , 15(1), pp. 2134 - 2146, 2020. (JCR Q1, CCF A)
  78. C. Shi and C.-M. Pun, "Multiscale Superpixel-based Hyperspectral Image Classification Using Recurrent Neural Networks with Stacked Autoencoders," IEEE Transactions on Multimedia (TMM), 22(2), pp. 487 -501, 2020. (JCR Q1, CCF B)
  79. G. Zhong and C.-M. Pun, "Nonnegative self-representation with a fixed rank constraint for subspace clustering," Information Sciences, 518(5), pp. 127-141, 2020. (JCR Q1, CCF B)
  80. Y. Xiao, C.-M. Pun and B. Liu, "Crafting adversarial example with adaptive root mean square gradient on deep neural networks," Neurocomputing, 389(5), pp. 179-195, 2020. (JCR Q1)
  81. B. Liu and C.-M. Pun, "Locating splicing forgery by adaptive-SVD noise estimation and vicinity noise descriptor," Neurocomputing, 387(4), pp. 172-187, 2020. (JCR Q1)
  82. G. Zhong and C.-M. Pun, "Subspace clustering by simultaneously feature selection and similarity learning," Knowledge-Based Systems, 193(4), pp. 1-10, 2020. (JCR Q1)
  83. F. Xu, H. Li, C.-M. Pun, H. Hu, Y. Li, Y. Song and H. Gao, "A new global best guided artificial bee colony algorithm with application in robot path planning," Applied Soft Computing, 88(3), pp. 1-31, 2020. (JCR Q1)
  84. J.-L. Zhong and C.-M. Pun, "Two-pass hashing feature representation and searching method for copy-move forgery detection," Information Sciences, 512(2), pp. 675-692, 2020. (JCR Q1, CCF B)
  85. F. Xu, C.M Pun, H. Li, Y. Zhang, Y. Song, H. Gao, "Training Feed-Forward Artificial Neural Networks with a Modified Artificial Bee Colony Algorithm," Neurocomputing, 416(11), pp. 69-84, 2020. (JCR Q1)
  86. H. Hu, C.-M. Pun, Y. Liu, X. Lai, Z. Yang and H. Gao, "An artificial bee algorithm with a leading group and its application into image registration," Multimedia Tools and Applications, 79, pp. 14643-14669, 2020. (JCR Q2)
  87. D. Wu, C.-M. Pun, B. Xu, H. Gao and Z. Wu, "Vehicle power train optimization using multi-objective bird swarm algorithm," Multimedia Tools and Applications, 79, pp.14319-14339, 2020. (JCR Q2)
  88. H. Gao, H. Li, Y. Liu, H. Lu, H. Kim and C.-M. Pun, "High-quality-guided artificial bee colony algorithm for designing loudspeaker," Neural Computing and Applications, 32, pp.4473-4480, 2020. (JCR Q1)
  89. Z. Fu, C.-M. Pun and H. Gao, "Endmember extraction of hyperspectral remote sensing images based on an improved discrete artificial bee colony algorithm and genetic algorithm," Mobile networks & applications, 25, pp.1033-1041, 2020. (JCR Q2)
  90. J.-C. Xie and C.-M. Pun, "Chronological Age Estimation under the Guidance of Age-related Facial Attributes," IEEE Transactions on Information Forensics and Security (TIFS), 14(9), pp.2500 - 2511, 2019. (JCR Q1, CCF A)
  91. C. Shi and C.-M. Pun, "Adaptive multi-scale deep neural networks with perceptual loss for panchromatic and multispectral images classification," Information Sciences, 490, pp. 1-17, 2019. (JCR Q1, CCF B)
  92. R. Lu, H. Hu, M. Xi, H. Gao, and C.-M. Pun, "An improved artificial bee colony algorithm with fast strategy, and its application," Computers & Electrical Engineering, 78(9), pp. 79-88, 2019.(JCR Q2)
  93. Z.-L. Liu and C.-M. Pun, "Reversible image reconstruction for reversible data hiding in encrypted images," Signal Processing, 161, pp. 50-62, 2019. (JCR Q1)
  94. H. Gao, Y. Shi, C.-M. Pun and S. Kwong, "An Improved Artificial Bee Colony Algorithm with its Application to Metallographic Image Segmentation," IEEE Transactions on Industrial Informatics (TII), 15(4), pp. 1853-1865, 2019. (JCR, Q1)
  95. J.-L. Zhong and C.-M. Pun, "Copy-move forgery detection using adaptive keypoint filtering and iterative region merging," Multimedia Tools and Applications, 78(18), pp. 26313-26339, 2019. (JCR Q2)
  96. X. Cun, F. Xu, C.-M. Pun and H. Gao, "Depth Assisted Full Resolution Network for Single Image-based View Synthesis," IEEE Computer Graphics and Applications, 39(2), pp. 52-64, 2019. (JCR Q2)
  97. J. Xie, C.-M. Pun, Z. Pan, H. Gao, and B. Wang, "Automatic Medical Image Registration Based on an Integrated Method Combining Feature and Area Information," Neural Processing Letters, 49(1), pp. 263-284, 2019. (JCR Q2)
  98. C.-M. Pun and J.-L. Chung, "A two-stage localization for copy-move forgery detection," Information Sciences, 463, pp. 33-55, 2018. (JCR Q1, CCF B)
  99. Z.-L. Liu and C.-M. Pun, "Reversible data-hiding in encrypted images by redundant space transfer," Information Sciences, 433, pp. 188-203, 2018. (JCR Q1, CCF B)
  100. C. Shi and C.-M. Pun, "Superpixel-based 3D deep neural networks for hyperspectral image classification," Pattern Recognition, 74, pp. 600-616, 2018. (JCR Q1, CCF B)
  101. G. Huang and C.-M. Pun, "On-line video multi-object segmentation based on skeleton model and occlusion detection," Multimedia Tools and Applications, 77(23), pp. 31313-31329, 2018. (JCR Q2)
  102. B. Liu and C.-M. Pun, "Locating splicing forgery by fully convolutional networks and conditional random field," Signal Processing: Image Communication, 66(8), pp. 103-112, 2018. (JCR Q2)
  103. C. Shi and C.-M. Pun, "Multi-scale hierarchical recurrent neural networks for hyperspectral image classification," Neurocomputing, 294, pp. 82-93, 2018. (JCR Q1)
  104. X. Cun, C.-M. Pun and H. Gao, "Applying stochastic second-order entropy images to multi-modal image registration," Signal Processing: Image Communication, 65, pp. 201-209, 2018. (JCR Q2)
  105. H. Gao, Z. Fu, C.-M. Pun, H. Hu and R. Lan, "A multi-level thresholding image segmentation based on an improved artificial bee colony algorithm," Computers & Electrical Engineering, 70(8), pp. 931-938, 2018. (JCR Q2)
  106. X.-L. Bi and C.-M. Pun, "Fast Copy-Move Forgery Detection Using Local Bidirectional Coherency Error Refinement," Pattern Recognition, 81, pp. 161-175, 2018. (JCR Q1, CCF B)
  107. C.-M. Pun, C.-P. Yan and X.-C. Yuan, "Robust image hashing using progressive feature selection for tampering detection," Multimedia Tools and Applications, 77(10), pp. 11609-11633, 2018. (JCR Q2)
  108. P. Qin and C.-M. Pun, "Object tracking using distribution fields with correlation coefficients," Multimedia Tools and Applications, 77(7), pp. 8979-9002, 2018. (JCR Q2)
  109. X.-L. Bi, C.-M. Pun and X.-C. Yuan, "Multi-Scale Feature Extraction and Adaptive Matching for Copy-Move Forgery Detection," Multimedia Tools and Applications, 77(1), pp. 363-385, 2018. (JCR Q2)
  110. J. Du, C. M. Vong, C.-M. Pun, P. K.Wong and W. F. Ip, "Post-boosting of classification boundary for imbalanced data using geometric mean," Neural Networks, 96, pp. 101-114, 2017. (JCR Q1, CCF B)
  111. X.-L. Bi and C.-M. Pun, "Fast Reflective Offset-Guided Searching Method for Copy-Move Forgery Detection," Information Sciences, 418. pp. 531-545, 2017. (JCR Q1, CCF B)
  112. C. Shi and C.-M. Pun, "3D multi-resolution wavelet convolutional neural networks for hyperspectral image classification," Information Sciences, 420, pp. 49-65, 2017. (JCR Q1, CCF B)
  113. C.-P. Yan and C.-M. Pun, "Multi-Scale Difference Map Fusion for Tamper Localization Using Binary Ranking Hashing," IEEE Transactions on Information Forensics and Security (TIFS), 12(9), pp. 2144 - 2158, 2017. (JCR Q1, CCF A)
  114. Q. Guo, W. Feng, C. Zhou, C.-M. Pun and B. Wu, "Structure-Regularized Compressive Tracking with Online Data-Driven Sampling," IEEE Transactions on Image Processing (TIP), 26 (12), pp. 5692-5705, 2017. (JCR Q1, CCF A)
  115. C.-M. Pun, C.-P. Yan and X.-C. Yuan, "Image Alignment based Multi-Region Matching for Object-level Tampering Detection," IEEE Transactions on Information Forensics and Security (TIFS), 12(2), pp. 377-391 2017. (JCR Q1, CCF A)
  116. L. Liu, L. Chen, CLP Chen, YY Tang and C.-M. Pun, "Weighted Joint Sparse Representation for Removing Mixed Noise in Image," IEEE Transactions on Cybernetics ( TCYB ), 47(3), pp. 600 - 611, 2017. (JCR Q1, CCF B)
  117. C. Lin, C.-M. Pun and G. Huang, "Highly non-rigid video object tracking using segment-based object candidates," Multimedia Tools and Applications, 76(7), pp. 9565-9586, 2017. (JCR Q2)
  118. C. Lin, C.-M. Pun, C.-M. Vong and D. Adjeroh, "Efficient shape classification using region descriptors," Multimedia Tools and Applications, 76(1), pp. 83-102, 2017. (JCR Q2)
  119. G. Huang, C.-M. Pun, and C. Lin, "Unsupervised video co-segmentation based on superpixel co-saliency and region merging," Multimedia Tools and Applications, 76(10), pp. 12941-12964, 2017. (JCR Q2)
  120. C.-P. Yan, C.-M. Pun and X.-C. Yuan, "Quaternion-based Image Hashing for Adaptive Tampering Localization," IEEE Transactions on Information Forensics and Security (TIFS), 11(12), pp.2664-2677, 2016. (JCR Q1, CCF A)
  121. H. Gao, C.-M. Pun and S. Kwong, "An efficient image segmentation method based on a hybrid particle swarm algorithm with learning strategy," Information Sciences, vol. 369, pp. 500-521, 2016. (JCR Q1, CCF B)
  122. Y. Shi, C.-M. Pun, H. Hu, H. Gao, "An Improved Artificial Bee Colony and Its Application," Knowledge-Based Systems, vol. 107, pp.14-31, 2016. (JCR Q1)
  123. C.-M. Pun and G. Huang, "On-line video object segmentation using illumination-invariant color-texture feature extraction and marker prediction," Journal of Visual Communication and Image Representation, vol. 41, pp. 391-405, 2016. (JCR Q2)
  124. K.-C. Choi and C.-M. Pun, "Robust lossless digital watermarking using integer transform with Bit plane manipulation," Multimedia Tools and Applications, 75(11), pp. 6621-6645, 2016. (JCR Q2)
  125. C.-M. Pun and C. Lin, "A real-time detector for parked vehicles based on hybrid background modeling," Journal of Visual Communication and Image Representation, vol. 39, pp. 82-92, 2016. (JCR Q2)
  126. X.-L. Bi, C.-M. Pun and X.-C. Yuan, "Multi-Level Dense Descriptor and Hierarchical Feature Matching for Copy-Move Forgery Detection," Information Sciences, vol. 345, pp. 226-242, 2016. (JCR Q1, CCF B)
  127. C.-M. Pun, B. Liu and X.-C. Yuan, "Multi-scale noise estimation for image splicing forgery detection," Journal of Visual Communication and Image Representation, vol. 38, pp. 195-206, 2016.(JCR Q2)
  128. G. Huang, C.-M. Pun, C. Lin, and Y. Zhou, "Non-rigid Visual Object Tracking Using User-Defined Marker and Gaussian Kernel," Multimedia Tools and Applications, 75(10), pp 5473-5492, 2016. (JCR Q2)
  129. C.-P. Yan, C.-M. Pun and X.-C. Yuan, "Multi-scale image hashing using adaptive local feature extraction for robust tampering detection," Signal Processing, vol. 121, pp. 1-16, 2016. (JCR Q1)
  130. C.-M. Pun, X.-C. Yuan and X.-L. Bi, "Image Forgery Detection Using Adaptive Over-Segmentation and Feature Points Matching," IEEE Transactions on Information Forensics and Security (TIFS), 10(8), pp.1705-1716, 2015. (JCR Q1, CCF A)
  131. X.-C. Yuan, C.-M. Pun and CLP Chen, "Robust Mel-Frequency Cepstral Coefficients Feature Detection and Dual-Tree Complex Wavelet Transform for Digital Audio Watermarking," Information Sciences, vol. 298, pp. 159-179, 2015. (JCR Q1, CCF B)
  132. Z. Hua, Y. Zhou, C.-M. Pun and CLP Chen, "2D Sine Logistic Modulation Map for Image Encryption," Information Sciences, vol. 297, pp. 80-94, 2015. (JCR Q1, CCF B)
  133. C.-M. Pun and X.-C. Yuan, "Histogram modification based image watermarking resistant to geometric distortions," Multimedia Tools and Applications, 74(18), pp 7821-7842, 2015. (JCR Q2)
  134. Y. Zhou, Z. Hua, C.-M. Pun and CLP Chen, "Cascade Chaotic System with Applications," IEEE Transactions on Cybernetics, 45(9), pp.2001-2012, 2015. (JCR Q1, CCF B)
  135. C.-M. Vong, K.-I. Tai, C.-M. Pun and P.-K. Wong, "Fast and Accurate Face Detection by Sparse Bayesian Extreme Learning Machine," Neural Computing and Applications, 26(5), pp 1149-1156, 2015. (JCR Q1)
  136. K.-C. Choi, C.-M. Pun and CLP Chen, "Application of a Generalized Difference Expansion Based Reversible Audio Data Hiding Algorithm," Multimedia Tools and Applications, 74(6), pp 1961-1982, 2015. (JCR Q2)
  137. C.-M. Pun and K.-C. Choi, "Generalized integer transform based reversible watermarking algorithm using efficient location map encoding and adaptive thresholding," Computing, 96(10), pp.951-973, 2014. (JCR Q2)
  138. X.-C. Yuan, and C.-M. Pun, "Feature extraction and local Zernike moments based geometric invariant watermarking," Multimedia Tools and Applications, 72(1), pp 777-799, 2014. (JCR Q2)
  139. H.-M. Zhu and C.-M. Pun, "An Adaptive Superpixel Based Hand Gesture Tracking and Recognition System," The Scientific World Journal, 849069, pp. 1-12, 2014. (JCR Q2)
  140. B. Liu, C.-M. Pun and X.-C. Yuan, "Digital Image Forgery Detection Using JPEG Features and Local Noise Discrepancies," The Scientific World Journal, 230425, pp. 1-12, 2014. (JCR Q2)
  141. C.-M. Pun and X.-C. Yuan, "Robust Segments Detector for De-Synchronization Resilient Audio Watermarking," IEEE Transactions on Audio, Speech, and Language Processing (TASLP), 21(11), pp. 2412 - 2424, 2013. (JCR Q1, CCF B)
  142. X.-C. Yuan, C.-M. Pun and CLP Chen, "Geometric invariant watermarking by local Zernike moments of binary image patches," Signal Processing, 93(7), pp. 2087-2095, 2013. (JCR Q1)
  143. W. Feng, Z.-Q. Liu, L. Wan, C.-M. Pun and J. Jiang, "A spectral-multiplicity-tolerant approach to robust graph matching," Pattern Recognition, 46(10), pp. 2819-2829, 2013. (JCR Q1, CCF B)
  144. D. Liu, M.-C. Lee, C.-M. Pun and H. Liu, "Analysis of Wireless Localization in Nonline-of-Sight Conditions," IEEE Transactions on Vehicular Technology (TVT), 62(4), pp. 1484 - 1492, 2013. (JCR Q1)
  145. M. Cheng, B. Fang, C.-M. Pun and Y. Y. Tang, "Kernel-view based discriminant approach for embedded feature extraction in high-dimensional space," Neurocomputing, 74(9), pp. 1478-1484, 2011. (JCR Q1)
  146. S. Li, M.-C. Lee and C.-M. Pun, "Complex Zernike Moments Features for Shape-Based Image Retrieval," IEEE Transactions on System, Man and Cybernetics (TSMC), 30(1), pp. 227-237, 2009. (JCR Q1, CCF B)
  147. C.-M. Pun and M.-C. Lee, "Extraction of Shift Invariant Wavelet Features for Classification of Images with Different Sizes," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 26(9), pp. 1228-1233, 2004. (JCR Q1, CCF A)
  148. C.-M. Pun and M.-C. Lee, "Log-Polar Wavelet Energy Signatures for Rotation and Scale Invariant Texture Classification," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 25(5), pp. 590-603, 2003. (JCR Q1, CCF A)
  149. C.-M. Pun, "Rotation Invariant Texture Feature for Image Retrieval," Computer Vision and Image Understanding, 89(1), pp. 24-43, 2003. (JCR Q1)
  150. M.-C. Lee and C.-M. Pun, "Rotation and Scale Invariant Wavelet Feature for Content-Based Texture Image Retrieval," Journal of American Society for Information Science and Technology, 54(1), pp. 68-80, 2003. (JCR Q1, CCF B)

Conferences

  1. X. Ma, X. Zhu, L. Su, B. Du, Z. Jiang, B. Tong, Z. Lei, X. Yang, C.-M. Pun, J. Lv, J. Zhou, "IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization," Proceedings of the 38th Annual Conference on Neural Information Processing Systems (NeurIPS), Track Datasets and Benchmarks Spotlight, 2024. (CCF A)
  2. X. Guo, X. Chen, S. Luo, S. Wang, C.-M. Pun, "Dual-Hybrid Attention Network for Specular Highlight Removal," Proceedings of the 32nd ACM International Conference on Multimedia (MM), 2024. (CCF A)
  3. X. Du, J. Zhu, J. Zhou, C.-M. Pun, Q. Xu, X. Liu, "DP-RAE: A Dual-Phase Merging Reversible Adversarial Example for Image Privacy Protection," Proceedings of the 32nd ACM International Conference on Multimedia (MM), 2024. (CCF A)
  4. X. Yan, C.-M. Pun, H. Li, M. Liu, H. Gao, "Hierarchical Local Temporal Feature Enhancing for Transformer-Based 3D Human Pose Estimation," Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), 2024. (CCF B)
  5. W. Chen, Y. Lei, S. Luo, Z. Zhou, M. Li, C.-M. Pun, "UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer," Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2024.
  6. W. Chen, Y. Lei, S. Luo, Z. Zhou, M. Li, C.-M. Pun, "ShaDocFormer: A Shadow-Attentive Threshold Detector With Cascaded Fusion Refiner for Document Shadow Removal," Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2024.
  7. H. Zhang, C.-M. Pun, X. Du, "Reversible Adversarial Image Examples with Beam Search Attack and Grayscale Invariance," Proceedings of the International Workshop on Advanced Imaging Technology (IWAIT), 2024.
  8. W. Liu, X. Shen, H. Li, X. Bi, B. Liu, C.-M. Pun and X. Cun, "Depth-aware Test-Time Training for Zero-shot Video Object Segmentation," Proceedings of the IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024. (CCF A)
  9. Y. Zheng, X. Cun, M. Xia, C.-M. Pun, "Sketch Video Synthesis," Proceedings of the 45th Annual Conference of the European Association for Computer Graphics (Eurographics), 2024. (CCF B)
  10. S. Luo, X. Chen, W. Chen, Z. Li, S. Wang, C.-M. Pun, "Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer With Adaptive Channel Expansion," Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI), 2024. (CCF A)
  11. L. Hu, L. Gao, Z. Liu, C.-M. Pun, W. Feng, "COMMA: Co-Articulated Multi-Modal Learning," Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI), 2024. (CCF A)
  12. Z. Zheng, X. Zhang, Y. Mou, X. Gao, C. Li, G. Huang, C.-M. Pun, X. Yuan, "PVALane: Prior-guided 3D Lane Detection with View-agnostic Feature Alignment," Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI), 2024. (CCF A)
  13. Y. He, L. Li, T. Zhan, W. Jiao, C.-M. Pun, "Generalized Uncertainty-Based Evidential Fusion with Hybird Multi-Head Attention for Weak-Supervised Temporal Action Localization," Proceedings of the 49th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024. (CCF B)
  14. J. Song, C.-M. Pun, H. Li, R. Lan, J. Xie, H. Gao, "Local Optimization Networks for Multi-View Multi-Person Human Posture Estimation," Proceedings of the 49th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024. (CCF B)
  15. G. Li, C.-M. Pun, H. Li, M. Liu, J. Xiong, H. Gao, "DeformMLP: Dynamic Large-Scale Receptive Field MLP Networks for Human Motion Prediction," Proceedings of the 49th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024. (CCF B)
  16. H. Huang, C.-M. Pun, H. Li, J. Xiong, F. Xu, H. Gao, "An Optimized-skeleton Based Parkinsonian Gait Auxiliary Diagnosis Method with Both Monitoring Indicators and Assisted Ratings," Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023. (CCF B)
  17. W. Li and C.-M. Pun, "ELF: An End-to-end Local and Global Multimodal Fusion Framework for Glaucoma Grading," Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023. (CCF B)
  18. Z. Li, X. Chen, C.-M. Pun, X. Cun, "High-resolution Document Shadow Removal via A Large-scale Real-world Dataset and A Frequency-aware Shadow Erasing Net," Proceedings of the International Conference on Computer Vision (ICCV), 2023. (CCF A)
  19. W. Xin, Q. Miao, Y. Liu, R. Liu, C.-M. Pun and C. Shi, "Skeleton MixFormer: Multivariate Topology Representation for Skeleton-based Action Recognition," Proceedings of the 31st ACM International Conference on Multimedia (MM), 2023. (CCF A)
  20. L. Hu, L. Gao, Z. Liu, C.-M. Pun and W. Feng, "AdaBrowse: Adaptive Video Browser for Efficient Continuous Sign Language Recognition," Proceedings of the 31st ACM International Conference on Multimedia (MM), 2023. (CCF A)
  21. X. Chen, B. Lei, C.-M. Pun and S. Wang, "Brain Diffuser: An End-To-End Brain Image to Brain Network Pipeline," Proceedings of the 6th Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2023.
  22. W. Xin, Y. Liu, R. Liu, Q. Miao, C. Shi, C.-M. Pun, "Auto-Learning-GCN: An Ingenious Framework for Skeleton-based Action Recognition," Proceedings of the 6th Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2023. (Best Paper Award)
  23. W. Li and C.-M. Pun, "Asymmetric Scalable Cross-modal Hashing," Proceedings of the 30th IEEE International Conference on Image Processing (ICIP) , 2023.
  24. X. Lu and C.-M. Pun, "Supervised Discriminative Discrete Hashing for Cross-modal Retrieval," Proceedings of the 19th International Conference on Advanced Data Mining and Applications (ADMA), 2023.
  25. Z. Li, X. Chen, S. Wang, C.-M. Pun, "A Large-Scale Film Style Dataset for Learning Multi-frequency Driven Film Enhancement," Proceedings of the 32nd International Joint Conference on Artificial Intelligence (IJCAI), 2023. (CCF A)
  26. W. Liu, X. Shen, C.-M. Pun and X. Cun, "Explicit Visual Prompting for Low-Level Structure Segmentations," Proceedings of the IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2023. (CCF A)
  27. X. Chen, X. Cun, C.-M. Pun and S. Wang, "ShaDocNet: Learning Spatial-Aware Tokens in Transformer for Document Shadow Removal," Proceedings of the 48th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023. (CCF B)
  28. W. Wang, L. Zhang, C.-M. Pun and J. Xie, "Boosting Face Recognition Performance with Synthetic Data and Limited Real Data," Proceedings of the 48th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023. (CCF B)
  29. W. Li, G. Zhong, X. Lu and C.-M. Pun, "Locality Preserving Multiview Graph Hashing for Large Scale Remote Sensing Image Search," Proceedings of the 48th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023. (CCF B)
  30. G. Zhong and C.-M. Pun, "Data Representation by Joint Hypergraph Embedding and Sparse Coding (Extended Abstract)," Proceedings of the 39th IEEE International Conference on Data Engineering (ICDE), 2023. (CCF A)
  31. H. Li and C.-M. Pun, "CEE-Net: Complementary End-to-End Network for 3D Human Pose Generation and Estimation," Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI), 2023. (CCF A)
  32. W. Liu, X. Cun, C.-M. Pun, M. Xia, Y. Zhang, and J. Wang, "CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate Querying," Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI), 2023. (CCF A)
  33. J. Lan, L. Cheng, G. Huang, C.-M. Pun, X. Yuan, S. Lai, H. Liu, W.-K. Ling, "Single Cross-domain Semantic Guidance Network for Multimodal Unsupervised Image Translation," Proceedings of the 29th International Conference on MultiMedia Modeling (MMM), 2023.
  34. J. Liang, X. Cun, C.-M. Pun, J. Wang, "Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image Harmonization," Proceedings of the 17th European Conference on Computer Vision (ECCV), 2022. (CCF B)
  35. J. Zheng and C.-M. Pun, "Hybrid-Spatial Transformer for Image Captioning," Proceedings of the 5th International Conference on Control and Computer Vision, 2022.
  36. G.-N. Dong, C.-M. Pun and Z. Zhang, "Kinship Verification Based on Cross-Generation Feature Interaction Learning," Presented at the 47th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
  37. G.-N. Dong, C.-M. Pun and Z. Zhang, "Deep Collaborative Multi-modal Learning for Unsupervised Kinship Estimation," Presented at the 47th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
  38. W. Li and C.-M. Pun, "A single-target license plate detection with attention," Proceedings of the International Workshop on Advanced Imaging Technology (IWAIT), 2022.
  39. G. Zhong and C.-M. Pun, "Latent Low-rank Graph Learning for Multimodal Clustering," Proceedings of the 37th IEEE International Conference on Data Engineering (ICDE), 2021. (CCF A)
  40. D. Zhang, C.-M. Pun, Y. Yang, H. Gao and F. Xu, "A Rate-based Drone Control with Adaptive Origin Update in Telexistence," Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2021. (CCF A)
  41. X. Cun and C.-M. Pun, "Split then Refine: Sequential Attention-guided ResUNets for Blind Single Image Visible Watermark Removal," Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021. (CCF A)
  42. X. Cun and C.-M. Pun, "Improving the Harmony of the Composite Image by Spatial-Separated Attention Module," Presented at the 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.
  43. J.-C. Xie and C.-M. Pun, "Deep and Ordinal Ensemble Learning for Human Age Estimation From Facial Images," Presented at the 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.
  44. L. Huang and C.-M. Pun, "Audio Replay Spoof Attack Detection by Joint Segment-Based Linear Filter Bank Feature Extraction and Attention-Enhanced DenseNet-BiLSTM Network," Presented at the 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.
  45. J.-L. Zhong and C.-M. Pun, "An End-to-End Dense-InceptionNet for Image Copy-Move Forgery Detection," Presented at the 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.
  46. J. Zhou, C.-M. Pun and Y. Tong, "News Image Steganography: A Novel Architecture Facilitates the Fake News Identification," Proceedings of the IEEE International Conference on Visual Communications and Image Processing (VCIP), 2020.
  47. X. Du and C.-M. Pun, "Adversarial Image Attacks Using Multi-Sample and Most-Likely Ensemble Methods," Proceedings of the 28th ACM International Conference on Multimedia (MM), 2020. (CCF A)
  48. X. Du, C.-M. Pun and Z. Zhang, "A Unified Framework for Detecting Audio Adversarial Examples," Proceedings of the 28th ACM International Conference on Multimedia (MM), 2020. (CCF A)
  49. J. Zhou, C.-M. Pun and Y. Tong, "Privacy-sensitive Objects Pixelation for Live Video Streaming," Proceedings of the 28th ACM International Conference on Multimedia (MM), 2020. (CCF A)
  50. X. Cun and C.-M. Pun, "Defocus Blur Detection via Depth Distillation," Proceedings of the 16th European Conference on Computer Vision (ECCV), 2020. (CCF B)
  51. J.-C. Xie and C.-M. Pun, "Chronological Age Estimation under the Guidance of Age-related Facial Attributes," Presented at the 45th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020.
  52. G. Zhong and C.-M. Pun, "A Unified Framework for Multi-view Spectral Clustering," Proceedings of the 36th IEEE International Conference on Data Engineering (ICDE), 2020. (CCF A)
  53. X. Cun, C.-M. Pun and C. Shi, "Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN," Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020. (CCF A)
  54. L. Huang and C.-M. Pun, "Audio Replay Spoof Attack Detection Using Segment-based Hybrid Feature and DenseNet-LSTM Network," Proceedings of the 44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019. (CCF B)
  55. X. Xia, C.-M. Pun, D. Zhang, Y. Yang H. Lu, H. Gao and F. Xu, "A 6-DOF Telexistence Drone Controlled by a Head Mounted Display," Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2019. (CCF A)
  56. Y. Xiao, C.-M. Pun and J. Zhou, "Generating Adversarial Perturbation with Root Mean Square Gradient," Proceedings of the AAAI Workshops, 2019.
  57. Z. Jiang and C.-M. Pun, "Reversible Image Watermarking Using Prediction Value Computation with Gradient Analysis," Proceedings of the 25th ACM Conference on Computer and Communications Security (CCS) Workshops, 2018.
  58. Zi-Long Liu and C.-M. Pun, "Chunk Encryption and Redundancy Matrix Representation for Reversible Data Hiding in Encrypted Images," Presented at the 23rd Nordic Conference on Secure IT Systems (NordSec), 2018.
  59. C.-P. Yan and C.-M. Pun, "Multi-scale difference map fusion for tamper localization using binary ranking hashing," Presented at the 10th IEEE International Workshop on Information Forensics and Security (WIFS), 2018.
  60. X. Cun and C.-M. Pun, "Image Splicing Localization via Semi-Global Network and Fully Connected Conditional Random Fields," Proceedings of European Conference on Computer Vision Workshops (ECCVW), 2018.
  61. B. Liu and C.-M. Pun, "Deep Fusion Network for Splicing Forgery Localization," Proceedings of European Conference on Computer Vision Workshops (ECCVW), 2018.
  62. X. Cun, F. Xu, C.-M. Pun and H. Gao, "Depth Assisted Full Resolution Network for Single Image-Based View Synthesis," Proceedings of ACM SIGGRAPH 2018 Posters, 2018.
  63. C. Shi and C.-M. Pun, "Perceptual Loss for Superpixel-Level Multispectral and Panchromatic Image Classification," Proceedings of the 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018. (CCF B)
  64. C.-P. Yan and C.-M. Pun, "Segmentation-based Image Hash for Precise Tamper Localization," Proceedings of the World Congress on Internet Security, 2017.
  65. C.-M. Pun, C.-P. Yan and X.-C. Yuan, "Image Alignment-Based Multi-Region Matching for Object-Level Tampering Detection," Presented at the 9th IEEE International Workshop on Information Forensics and Security (WIFS), 2017.
  66. C.-P. Yan, C.-M. Pun and X.-C. Yuan, "Quaternion-Based Image Hashing for Adaptive Tampering Localization," Presented at the 9th IEEE International Workshop on Information Forensics and Security (WIFS), 2017.
  67. Y. Qin, C.-M. Pun, H. Hu, H. Gao, "Logistic Quantum-behaved Particle Swarm Optimization Based MPPT for PV Systems," Proceedings of the Seventh International Conference on Information Science and Technology (ICIST), 2017.
  68. I.T. Choi, C.C. Leong, K.W. Hong and C.-M. Pun, "Indoor Navigation by Image Recognition," Proceedings of the 9th International Conference on Digital Image Processing, 2017.
  69. B. Liu and C.-M. Pun, "Multi-object Splicing Forgery Detection Using Noise Level Difference," Proceedings of the IEEE Conference on Dependable and Secure Computing (DSC), 2017.
  70. G. Huang and C.-M. Pun, "Robust Video Co-Segmentation Based on Co-saliency of Superpixels," Proceedings of the 14th International Conference Computer Graphics, Imaging and Visualization, 2017.
  71. K.-C. Choi and C.-M. Pun, "Adaptive Image Encryption for High Capacity Reversible Data Hiding," Proceedings of the IEEE Conference on Dependable and Secure Computing (DSC), 2017.
  72. X.-L. Bi, C.-M. Pun and X.-C. Yuan, "Adaptive Polar based Filtering Method for Copy-Move Forgery Detection," Proceedings of the 15th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2016.
  73. C. Lin and C.-M. Pun, "Robust Region Descriptors for Shape Classification," Proceedings of the 13th International Conference Computer Graphics, Imaging and Visualization, 2016.
  74. K.-C. Choi and C.-M. Pun, "Difference Expansion Based Robust Reversible Watermarking with Region Filtering," Proceedings of the 13th International Conference Computer Graphics, Imaging and Visualization, 2016.
  75. C.-P. Yan, C.-M. Pun and X.-C. Yuan, "Adaptive local feature based multi-scale image hashing for robust tampering detection," Proceedings of the TENCON, 2015.
  76. G. Huang, C.-M. Pun and C. Lin, "Video Object Tracking Using Interactive Segmentation and Superpixel Based Gaussian Kernel," Proceedings of the 12th International Conference Computer Graphics, Imaging and Visualization, 2015.
  77. X.-L. Bi, C.-M. Pun and X.-C. Yuan, "Over-Segmentation Based Image Forgery Detection," Proceedings of the International Conference on Electronic Science and Automation Control (ESAC), 2015.
  78. X. Nie, W. Feng, L. Wan, H. Dai, C.-M. Pun, "Intrinsic Image Decomposition by Hierarchical L0 Sparsity," Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), 2014. (CCF B)
  79. S. Zhang, W. Feng, J. Zhang, C.-M. Pun, "Bag of Squares: A Reliable Model of Measuring Superpixel Similarity," Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), 2014. (CCF B)
  80. S. Yi, Y. Zhou, C.-M. Pun and CLP Chen, "A New Reversible Data Hiding Algorithm in the Encryption Domain," 2014 IEEE International Conference on Systems, Man and Cybernetics (SMC), 2014.
  81. Z. Hua, Y. Zhou, C.-M. Pun and CLP Chen, "Image encryption using 2D logistic-sine chaotic map," 2014 IEEE International Conference on Systems, Man and Cybernetics (SMC), 2014.
  82. Z. Hua, Y. Zhou, C.-M. Pun, and CLP Chen, "A new 1D parameter-control chaotic framework," Proceedings of the IS&T/SPIE Electronic Imaging, 2014.
  83. S. Yi, Y. Zhou, C.-M. Pun, and CLP Chen, "A new collage steganographic algorithm using cartoon design," Proceedings of the IS&T/SPIE Electronic Imaging, 2014.
  84. X.-C. Yuan and C.-M. Pun, "Feature Based Video Watermarking Resistant to Geometric Distortions," Proceedings of the 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2013.
  85. Z. Tan, L. Wan, W. Feng, and C.-M. Pun, "Image Co-Saliency Detection By Propagating Superpixel Affinities," Proceedings of the 38th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013. (CCF B)
  86. B. Liu and C.-M. Pun, "A SIFT and Local Features Based Integrated Method for Copy-Move Attack Detection in Digital Image," Proceedings of the 2013 IEEE International Conference on Information and Automation, 2013.
  87. H.-M. Zhu and C.-M. Pun, "Human Action Recognition with Skeletal Information from Depth Camera," Proceedings of the 2013 IEEE International Conference on Information and Automation, 2013.
  88. Ng, P., and C.-M. Pun, " Skin Segmentation Based on Human Face Illumination Feature," Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012
  89. H.-M. Zhu and C.-M. Pun," Hand Gesture Recognition with Motion Tracking on Spatial-Temporal Filtering," Proceedings of the ACM SIGGRAPH Conference on Virtual-Reality Continuum and its Applications to Industry (VRCAI), 2011.
  90. C.-M. Pun, X.-C. Yuan and CLP Chen, " Geometric Invariant Digital Image Watermarking Scheme Based on Feature Points Detector and Histogram Distribution," Proceedings of the 10th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2011.
  91. C.-M. Pun, J.-J. Jiang and CLP Chen, " Adaptive Client-Side LUT-Based Digital Watermarking," Proceedings of the 10th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2011.
  92. W.-L. Chan and C.-M. Pun," Robust Character Recognition Using Connected-Component Extraction," Proceedings of the Seventh International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2011.
  93. H.-C. Tsang, M.-C. Lee and C.-M. Pun, " A robust anti-tamper protection scheme," Proceedings of the 6th International Conference on Availability, Reliability and Security (ARES), 2011.
  94. C.-M. Pun and C. Lin, " Geometric Invariant Shape Classification using Hidden Markov Model," Proceedings of the International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2010.
  95. H.-M. Zhu and C.-M. Pun," Movement Tracking in Real-time Hand Gesture Recognition," Proceedings of the 9th IEEE/ACIS International Conference on Computer and Information Science (ICIS), 2010.
  96. C.-M. Pun and N.-Y. An, "Image Segmentation Using an Improved Watershed Transform," Proceedings of the International Conference on Image, Signal and Vision Computing, 2010.
  97. W.-Y. Ho and C.-M. Pun, "A Macao License Plate Recognition System Based on Edge and Projection Analysis," Proceedings of the 8th IEEE International Conference on Industrial Informatics, 2010.
  98. I.-T. Lam and C.-M. Pun," Embedding Biometric Watermark on Document Image using Discrete Wavelet Transform," Proceedings of the IEEE International Conference on Information and Automation, 2009.
  99. W. Yao and C.-M. Pun," Invariant Shape Representation by Radon and Wavelet Transforms for Complex Inner Shapes," Proceedings of the IEEE International Conference on Information and Automation, 2009.
  100. W.-L. Yao and C.-M. Pun," A Hybrid Macau License Plate Localization Scheme Based on Vertical Edge Analysis," Proceedings of the International Conference of Machine Learning and Cybernetics, 2009.
  101. C.-M. Pun and X.-C. Yuan, "Robust Block and Gray-Level Histogram Based Watermarking Scheme ," Proceedings of the 10th Pacific Rim Conference on Multimedia (PCM), 2009.
  102. C.-M. Pun and C.-F. Wong, "Image Retrieval Using a Novel Color Quantization Approach," Proceedings of the 9th International Conference on Signal Processing, 2008.
  103. C.-P. Tou, C.-M. Pun and D. Lin,"A Quantization Watermarking Scheme Based on Perceptual Invisibility," Proceedings of the 9th International Conference on Signal Processing, 2008.
  104. C.-M. Pun and I.-K. Kong, "Digital Image Watermarking by Adaptive Quantization of Wavelet Packet Coefficients," Proceedings of the 15th International Conference on Systems, Signals and Image Processing, 2008.
  105. I.-K. Kong and C.-M. Pun, "Digital Image Watermarking with Blind Detection for Copyright Verification," Proceedings of the 2008 International Congress on Image and Signal Processing, 2008.
  106. C.-M. Pun, "Image Classification Using Wavelet Watermarking Representation ," Proceedings of the Sixth International Conference of Machine Learning and Cybernetics, 2007.
  107. C.-M. Pun, "Invariant Content-Based Image Retrieval by Wavelet Energy Signatures," Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), 2003. (CCF B)
  108. C.-M. Pun, "Invariant Content-Based Image Retrieval by Wavelet Energy Signatures," Proceedings of the 28th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2003. (CCF B)
  109. C.-M. Pun and M.-C. Lee, "Rotation Invariant Texture Feature for Content-Based Image Retrieval," Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), 2002. (CCF B)
  110. M.-C. Lee and C.-M. Pun, "Classifying Rotated Textures Using Wavelet Packet Signatures," Proceedings of the 25th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2000. (CCF B)
  111. M.-C. Lee and C.-M. Pun, "Texture Classification Using Dominant Wavelet Packet Energy Features," Proceedings of the Fourth IEEE Southwest Symposium on Image Analysis and Interpretation, 2000.

Patents

  1. 刘炜煌, 寸晓东, 潘治文, "图像篡改检测方法、装置、设备及存储介质", 中国专利, CN116363098A, 2023-06-30.
  2. 王书强, 孔恒, 陈绪行, 潘治文, "知识和数据驱动的脑网络计算方法、装置、电子设备及存储介质", 中国专利, CN116188366A, 2023-05-30.
  3. 王书强, 潘俊任, 潘治文, 陈绪行, "结构功能关联的多模态脑网络计算方法、装置、设备及介质", 中国专利, CN115813367A, 2023-03-21.
  4. 王书强, 左乾坤, 陈绪行, 潘治文, "多模态脑网络计算方法、装置、设备及存储介质", 中国专利, CN115775626A, 2023-03-10.
  5. 石程, 党叶楠, 赵明华, 苗启广, 潘治文, "一种面向多模态遥感图像分类网络的对抗攻击方法", 中国专利, CN115331079A, 2022-11-11.
  6. 李昊伦, 潘治文, "姿态数据生成方法、装置、电子设备及存储介质", 中国专利, CN115272469A, 2022-11-01.
  7. C.-M. Pun, and C. Lin, "A Real-time Detector for Parked Vehicles Based on Hybrid Background Modeling," US Patent, Granted, US010261574, April 16, 2019.
  8. C.-M. Pun, K.-C. Choi and CLP Chen,"Reversible Audio Data Hiding," US Patent, Granted, US9396733, July 19, 2016.
  9. C.-M. Pun, and C.-P. Yan, "Image Alignment based Multi-Region Matching for Object-level Tampering Detection," US Patent, Filed no. 62/484,115, 17 April 2017.