Publications

Jiahong Chen, Guoheng Huang, Xiaochen Yuan, Guo Zhong, Zhe Tan, Chi-Man Pun, Qi Yang (2025). Visual-linguistic Diagnostic Semantic Enhancement for medical report generation. in Journal of Biomedical Informatics [SCI,JCR Q2].

Jingchao Wang, Guoheng Huang, Xiaochen Yuan, Guo Zhong, Tongxu Lin, Chi-Man Pun, Fenfang Xie (2025). The Structure-sharing Hypergraph Reasoning Attention Module for CNNs. in Expert Systems with Applications [SCI,JCR Q1].

Jietao Yang, Guoheng Huang, Yanzhang Luo, Xiaofeng Zhang, Xiaochen Yuan, Xuhang Chen, Chi-Man Pun, Mu-Yan Cai (2025). TCIA: A Transformer-CNN Model With Illumination Adaptation for Enhancing Cell Image Saliency and Contrast. in IEEE Transactions on Instrumentation and Measurement [SCI,JCR Q1].

Shucheng Ji, Xiaochen Yuan, Junqi Bao, Tong Liu, Yang Lian, Guoheng Huang, Guo Zhong (2025). PFPS: Polymerized Feature Panoptic Segmentation Based on Fully Convolutional Networks. in IEEE Transactions on Emerging Topics in Computational Intelligence [SCI,JCR Q1].

Shucheng Ji, Xiaochen Yuan, Junqi Bao, Tong Liu (2025). LED-Net: A lightweight edge detection network. in Pattern Recognition Letters [SCI,JCR Q2].

Junqing Huang, Xiaochen Yuan, Chan-Tong Lam, Yapeng Wang, Min Xia (2025). LCCDMamba: Visual State Space Model for Land Cover Change Detection of VHR Remote Sensing Images. in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing [SCI, JCR Q1].

Ting Qiu, Chan-Tong Lam, Bowie Liu, Benjamin K. Ng, Xiaochen Yuan, Sio Kei Im (2025). FEN-MRMGCN: A Frontend-Enhanced Network Based on Multi-Relational Modeling GCN for Bus Arrival Time Prediction. in IEEE Access [SCI,JCR Q2].

Junqi Bao, Xiaochen Yuan, Qingying Wu, Chan-Tong Lam, Wei Ke, Ping Li (2025). CCA-YOLO: Channel and Coordinate Aware-based YOLO for Photovoltaic Cell Defect Detection in Electroluminescence Images. in IEEE Transactions on Instrumentation and Measurement [SCI,JCR Q1].

Xinyi Liu, Guoheng Huang, Xiaochen Yuan, Zewen Zheng, Guo Zhong, Xuhang Chen, Chi-Man Pun (2024). Weakly supervised semantic segmentation via saliency perception with uncertainty-guided noise suppression. in The Visual Computer [SCI,JCR Q2].

Qishen Yuan, Guoheng Huang, Guo Zhong, Xiaochen Yuan, Zhe Tan, Zeng Lu, Chi-Man Pun (2024). Triangular Chain Closed-Loop Detection Network for Dense Pedestrian Detection. in IEEE Transactions on Instrumentation and Measurement [SCI,JCR Q1].

Hao Tang, Guoheng Huang, Lianglun Cheng, Xiaochen Yuan, Qi Tao, Xuhang Chen, Guo Zhong, Xiaohui Yang (2024). RM-UNet: UNet-like Mamba with Rotational SSM Module for Medical Image Segmentation. in Signal, Image and Video Processing [SCI,JCR Q3].

Qiyuan Zhang, Xiaochen Yuan, Chan-Tong Lam (2024). Recognition of Score Words in Freestyle Kayaking Using Improved DTW Matching. in Multimedia Tools and Applications [SCI,JCR Q2].

Hao Li, Guoheng Huang, Xiaochen Yuan, Zewen Zheng, Xuhang Chen, Guo Zhong, Chi-Man Pun (2024). Psanet: Prototype-Guided Salient Attention for Few-Shot Segmentation. in The Visual Computer [SCI,JCR Q2].

Zixuan He, Guoheng Huang, Xiaochen Yuan, Guo Zhong, Chi-Man Pun, Yiwen Zeng (2024). Progressive normalizing flow with learnable spectrum transform for style transfer. in Knowledge-Based Systems [SCI,JCR Q1].

Zheng Xing, Xiaochen Yuan, Chan-Tong Lam (2024). Pattern-based quantum text watermarking: Securing digital content with next-Gen quantum techniques. in iScience [SCI,JCR Q1].

Fan Wang, Xiaochen Yuan, Junqi Bao, Chan-Tong Lam, Guoheng Huang, Hai Chen (2024). OFGST-Swin: Swin Transformer Utilizing Overlap Fusion-Based Generalized S-Transform for Respiratory Cycle Classification. in IEEE Transactions on Instrumentation and Measurement [SCI,JCR Q1].

Zheng Xing, Xiaochen Yuan, Chan-Tong Lam, Penousal Machado (2024). NGQR: A Novel Generalized Quantum Image Representation. in IEEE Transactions on Emerging Topics in Computing [SCI,JCR Q1].

Jiayin Xiao, Si Li, Tongxu Lin, Jian Zhu, Xiaochen Yuan, David Dagan Feng, Bin Sheng (2024). Multi-Label Chest X-Ray Image Classification With Single Positive Labels. in IEEE Transactions on Medical Imaging [SCI,JCR Q1].

Jianjian Jiang, Ziwei Chen, Fangyuan Lei, Long Xu, Jiahao Huang, Xiaochen Yuan (2024). Multi-Granularity Hypergraph-Guided Transformer Learning Framework for Visual Classification. in The Visual Computer [SCI,JCR Q2].

Zheng Xing, Chan-Tong Lam, Xiaochen Yuan, Sio Kei Im, Penousal Machado (2024). MMQW: Multi-Modal Quantum Watermarking Scheme. in IEEE Transactions on Information Forensics and Security [SCI,JCR Q1].

Fan Wang, Xiaochen Yuan, Yue Liu, Chan-Tong Lam (2024). LungNeXt: A novel lightweight network utilizing enhanced mel-spectrogram for lung sound classification. in Journal of King Saud University - Computer and Information Sciences [SCI,JCR Q1].

Junqing Huang, Xiaochen Yuan, Chan-Tong Lam, Wei Ke, Guoheng Huang (2024). Large kernel convolution application for land cover change detection of remote sensing images. in International Journal of Applied Earth Observation and Geoinformation [SCI,JCR Q1].

Yan Xiang, Xiaochen Yuan, Kaiqi Zhao, Tong Liu, Zhiyao Xie, Guoheng Huang, Jianqing Li (2024). Image Manipulation Localization Using Dual-Shallow Feature Pyramid Fusion and Boundary Contextual Incoherence Enhancement. in IEEE Transactions on Emerging Topics in Computational Intelligence [SCI,JCR Q1].

Yu Wang, Guoheng Huang, Zeng Lu, Ying Wang, Xuhang Chen, Xiaochen Yuan, Yan Li, Jieni Liu, Yingping Huang (2024). HEDN: Multi-Oriented Hierarchical Extraction and Dual-Frequency Decoupling Network for 3D Medical Image Segmentation. in Medical & Biological Engineering & Computing [SCI,JCR Q2].

Junqing Huang, Xiaochen Yuan, Chan-Tong Lam, Guoheng Huang (2024). F3Net: Feature Filtering Fusing Network for Change Detection of Remote Sensing Images. in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing [SCI,JCR Q1].

Bowen Meng, Xiaochen Yuan, Qiyuan Zhang, Chan-Tong Lam, Guoheng Huang (2024). Encryption-Then-Embedding-Based Hybrid Data Hiding Scheme for Medical Images. in Journal of King Saud University - Computer and Information Sciences [SCI,JCR Q1].

Jielun Huang, Guoheng Huang, Xuhui Zhang, Xiaochen Yuan, Fenfang Xie, Chi-Man Pun, Guo Zhong (2024). Black-Box Reversible Adversarial Examples with Invertible Neural Network. in Image and Vision Computing [SCI,JCR Q1].

Tong Liu, Xiaochen Yuan, Zhiyao Xie, Kaiqi Zhao, Guoheng Huang, Chi-Man Pun (2024). A Two-Phase Scheme by Integration of Deep and Corner Feature for Balanced Copy-Move Forgery Localization. in IEEE Transactions on Industrial Informatics [SCI,JCR Q1].

Tong Liu, Si-Nga Lai, Xiaochen Yuan, Yue Liu, Chan-Tong Lam (2024). A novel blockchain-watermarking mechanism utilizing interplanetary file system and fast walsh hadamard transform. in iScience [SCI,JCR Q1].

Bowie Liu, Chan-Tong Lam, Benjamin K. Ng, Xiaochen Yuan, Sio Kei Im (2024). A Graph-Based Framework for Traffic Forecasting and Congestion Detection Using Online Images From Multiple Cameras. in IEEE Access [SCI,JCR Q2].

Zhengnan Deng, Guoheng Huang, Xiaochen Yuan, Guo Zhong, Tongxu Lin, Chi-Man Pun, Zhixin Huang, Zhixin Liang (2023). QMLS: quaternion mutual learning strategy for multi-modal brain tumor segmentation. in Physics in Medicine & Biology [SCI, JCR Q2].

Jingchao Wang, Guoheng Huang, Guo Zhong, Xiaochen Yuan, Chi-Man Pun, Jie Deng (2023). QGD-Net: A Lightweight Model Utilizing Pixels of Affinity in Feature Layer for Dermoscopic Lesion Segmentation. in IEEE Transactions on Emerging Topics in Computational Intelligence [SCI, JCR Q1].

Zheng Xing, Chan-Tong Lam, Xiaochen Yuan, Guoheng Huang, Penousal Machado (2023). A novel geometrically invariant quantum watermarking scheme utilizing Quantum Error Correction. in Journal of King Saud University - Computer and Information Sciences [SCI,JCR Q1].

Qiyuan Zhang, Xiaochen Yuan, Chan-Tong Lam, Xing Zheng, Guoheng Huang (2023). C3MW: A Novel Comprehensive-Monitoring-Motivated Multi-model Watermarking Scheme for Tamper Detection and Self-recovery. in Journal of King Saud University Computer and Information Sciences [SCI, JCR Q1].

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Qiyuan Zhang, Xiaochen Yuan, Tong Liu, Chan-Tong Lam, Guoheng Huang, Di Lin, Ping Li (2023). Tampering localization and self-recovery using block labeling and adaptive significance. in Expert Systems with Applications [SCI, JCR Q1].

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Sun Ying, Xiaochen Yuan, Tong Liu, Guoheng Huang, Zhaojun Lin, Jianqing Li (2023). FRRW: A feature extraction-based robust and reversible watermarking scheme utilizing zernike moments and histogram shifting. in Journal of King Saud University Computer and Information Sciences [SCI, JCR Q1].

Tongxu Lin, Guoheng Huang, Xiaochen Yuan, Guo Zhong, Xiaocong Huang, Chi-Man Pun (2023). SCDet: decoupling discriminative representation for dark object detection via supervised contrastive learning. in Visual Computer [SCI,JCR Q2].

Tongxu Lin, Junyu Lin, Guoheng Huang, Xiaochen Yuan, Guo Zhong, Fenfang Xie, Jiao Li (2023). Improving breast tumor segmentation via shape-wise prior-guided information on cone-beam breast CT images. in Physics in Medicine & Biology [SCI, JCR Q2].

Qin Zhao, Guoheng Huang, Pingping Xu, Ziyang Chen, Wenyuan Li, Xiaochen Yuan, Guo Zhong, Chi-Man Pun, Zhixin Huang (2023). IDA-Net: Inheritable Deformable Attention Network of structural MRI for Alzheimer’s Disease Diagnosis. in Biomedical Signal Processing and Control [SCIE, JCR Q2].

Zewen Zheng, Guoheng Huang, Xiaochen Yuan, Chi-Man Pun, Hongrui Liu, Wing-Kuen Ling (2023). Quaternion-Valued Correlation Learning for Few-Shot Semantic Segmentation. in IEEE Transactions on Circuits and Systems for Video Technology [SCI,JCR Q1].

Tong Liu, Xiaochen Yuan (2023). Paralinguistic and spectral feature extraction for speech emotion classification using machine learning techniques. in EURASIP Journal on Audio, Speech, and Music Processing [SCI, JCR Q2].

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Yongqi Han, Lianglun Cheng, Guoheng Huang, Guo Zhong, Jiahua Li, Xiaochen Yuan, Hongrui Liu, Jiao Li, Jian Zhou, Muyan Cai (2023). Weakly supervised semantic segmentation of histological tissue via attention accumulation and pixel-level contrast learning. in Physics in Medicine & Biology [SCI,JCR Q2].

Kaiqi Zhao, Xiaochen Yuan, Zhiyao Xie, Yan Xiang, Guoheng Huang, Li Feng (2023). SPA-Net: A Deep Learning Approach Enhanced Using a Span-Partial Structure and Attention Mechanism for Image Copy-Move Forgery Detection. in Sensors [SCI,JCR Q2].

Lin Yuan, Guoheng Huang, Fenghuan Li, Xiaochen Yuan, Chi-Man Pun, Guo Zhong (2023). RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition. in IEEE/ACM Transactions on Audio, Speech, and Language Processing [SCI,JCR Q1].

Junyang Chen, Guoheng Huang, Xiaochen Yuan, Guo Zhong, Zewen Zheng, Chi-Man Pun, Jian Zhu, Zhixin Huang (2023). Quaternion Cross-modality Spatial Learning for Multi-modal Medical Image Segmentation. in IEEE Journal of Biomedical and Health Informatics [SCI, JCR Q1].

Junyu Lin, Guoheng Huang, Jun Huang, Xiaochen Yuan, Yiwen Zeng, Cheng Shi (2023). Quaternion attention multi-scale widening network for endoscopy image super-resolution. in Physics in Medicine & Biology [SCIE, JCR Q2].

Mianjie Li, Zhihong Tian, Xiaojiang Du, Xiaochen Yuan, Chun Shan, Mohsen Guizani (2023). Power normalized cepstral robust features of deep neural networks in a cloud computing data privacy protection scheme. in Neurocomputing [SCI,JCR Q1].

Junqi Bao, Xiaochen Yuan, Guoheng Huang, Chan-Tong Lam (2023). Point Cloud Plane Segmentation-Based Robust Image Matching for Camera Pose Estimation. in Remote Sensing [JCR Q1].

Jinlong Li, Xiaochen Yuan, Jinfeng Li, Guoheng Huang, Li Feng, Jing Zhang (2023). MV-CDN: Multi-Visual Collaborative Deep Network for Change Detection of Double-Temporal Hyperspectral Images. in Remote Sensing [SCI, JCR Q1].

Wentao Hu, Lianglun Cheng, Guoheng Huang, Xiaochen Yuan, Guo Zhong, Chi-Man Pun, Jian Zhou, Muyan Cai (2023). Learning from Incorrectness: Active Learning with Negative Pre-training and Curriculum Querying for Histological Tissue Classification. in IEEE Transactions on Medical Imaging [SCI, JCR Q1].

Guoheng Huang, Qin He, Zihao Dai, Guo Zhong, Xiaochen Yuan, Chi-Man Pun (2023). GDN-CMCF: A Gated Disentangled Network With Cross-Modality Consensus Fusion for Multimodal Named Entity Recognition. in IEEE Transactions on Computational Social Systems [SCI, JCR Q1].

Sun Ying, Xiaochen Yuan, Xingrun Wang, Jianqing Li (2022). Reversible multi-watermarking for color images with grayscale invariance. in Multimedia Tools and Applications [SCI, JCR Q2].

Ruijun Zhang, Zixuan He, Jian Zhu, Xiaochen Yuan, Guoheng Huang, Chi-Man Pun, Jianhong Peng, Junzhong Lin, Jian Zhou (2022). Collaborative multi-feature extraction and scale-aware semantic information mining for medical image segmentation. in Physics in Medicine & Biology [SCI, JCR Q1].

Yungui Chen, Li Feng, Hong Liang, Shumin Yao, Liwei Tian, Xiaochen Yuan (2022). RS-chain: a decentralized reputation-sharing framework for group-buying industry via hybrid blockchain. in Cluster Computing [SCI, JCR Q2].

Tingting Wang, Bingxian Lu, Wei Wang, Wei Wei, Xiaochen Yuan, Jianqing Li (2022). Reinforcement Learning-Based Optimization for Mobile Edge Computing Scheduling Game. in IEEE Transactions on Emerging Topics in Computational Intelligence [SCI, JCR Q1].

Mianjie Li, Zhihong Tian, Xiaojiang Du, Xiaochen Yuan, Chun Shan, Mohsen Guizani (2022). Power normalized cepstral robust features of deep neural networks in a cloud computing data privacy protection scheme. in Neurocomputing [SCI, JCR Q2].

Xingrun Wang, Xiaochen Yuan, Mianjie Li, Sun Ying, Jinyu Tian, Hongfei Guo, Jianqing Li (2022). Parallel Multiple Watermarking Using Adaptive Inter-Block Correlation. in Expert Systems with Applications [SCI, JCR Q1].

Kai Fang, Tingting Wang, Xiaochen Yuan, Chunyu Miao, Yuanyuan Pan, Jianqing Li (2022). Detection of weak electromagnetic interference attacks based on fingerprint in IIoT systems. in Future Generation Computer Systems [SCI, JCR Q1].

Jinlong Li, Xiaochen Yuan, Jinfeng Li, Guoheng Huang, Ping Li, Li Feng (2022). CD-SDN: Unsupervised Sensitivity Disparity Networks for Hyper-Spectral Image Change Detection. in Remote Sensing [SCI, JCR Q1].

Qiyuan Zhang, Xiaochen Yuan, Tong Liu (2022). Blind Dual Watermarking Scheme Using Stucki Kernel and SPIHT for Image Self-Recovery. in IEEE Access [SCI, JCQ Q2].

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Tong Liu, Xiaochen Yuan (2021). Adaptive Feature Calculation and Diagonal Mapping for Successive Recovery of Tampered Regions. in IEEE Transactions on Circuits and Systems for Video Technology [SCI, JCR Q1].

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Xiaochen Yuan, Xinhang Li, Tong Liu (2021). Gauss–Jordan elimination-based image tampering detection and self-recovery. in Signal Processing: Image Communication [SCI, JCR Q2].

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Mianjie Li, Xiaochen Yuan (2021). FD-TR: feature detector based on scale invariant feature transform and bidirectional feature regionalization for digital image watermarking. in Multimedia Tools and Applications [SCI, JCR Q2].

Jinlong Li, Xiaochen Yuan, Li Feng (2021). Alteration Detection of Multispectral/Hyperspectral Images Using Dual-Path Partial Recurrent Networks. in Remote Sensing [SCI, JCR Q1].

Tong Liu, Xiaochen Yuan (2021). A dual-tamper-detection method for digital image authentication and content self-recovery. in Multimedia Tools and Applications [SCI, JCR Q2].

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Xiaochen Yuan, Tian Huang (2020). Spatial Domain-Based Nonlinear Residual Feature Extraction for Identification of Image Operations. in Applied Sciences [SCI, JCR Q2].

Mianjie Li, Xiaochen Yuan, Hai Chen, Jianqing Li (2020). Quaternion Discrete Fourier Transform-Based Color Image Watermarking Method Using Quaternion QR Decomposition. in IEEE Access [SCI, JCR Q1].

Xiaochen Yuan, Mianjie Li (2020). Gram–Schmidt Orthogonalization-Based Audio Multiple Watermarking Scheme. in Circuits, Systems, and Signal Processing [SCI, JCR Q3].

Mianjie Li, Xiaochen Yuan (2020). Adaptive segmentation-based feature extraction and S-STDM watermarking method for color image. in Neural Computing and Applications [SCI, JCR Q1].

Hai Chen, Xiaochen Yuan, Zhiyuan Pei, Mianjie Li, Jianqing Li (2019). Triple-Classification of Respiratory Sounds Using Optimized S-Transform and Deep Residual Networks. in IEEE Access [SCI, JCR Q1].

Hai Chen, Xiaochen Yuan, Jianqing Li, Zhiyuan Pei, Xiaobin Zheng (2019). Automatic multi-level in-exhale segmentation and enhanced generalized S-transform for wheezing detection. in Computer Methods and Programs in Biomedicine [SCI, JCR Q1].

Chi-Man Pun, Cai-Ping Yan, Xiaochen Yuan (2018). Robust image hashing using progressive feature selection for tampering detection. in Multimedia Tools and Applications [SCI, JCR Q2].

Di Han, Jianqing Li, Zihua Zeng, Xiaochen Yuan, Wenting Li (2018). RegFrame: fast recognition of simple human actions on a stand-alone mobile device. in Neural Computing and Applications [SCI, JCR Q1].

Xiuli Bi, Chi-Man Pun, Xiaochen Yuan (2018). Multi-scale feature extraction and adaptive matching for copy-move forgery detection. in Multimedia Tools and Applications [SCI, JCR Q2].

Xiaochen Yuan, Mianjie Li (2018). Local multi-watermarking method based on robust and adaptive feature extraction. in Signal Processing [SCI, JCR Q1].

Mianjie Li, Xiaochen Yuan, Jianqing Li (2018). Dual-Tree Complex Wavelet Transform Based Audio Watermarking Using Distortion-Compensated Dither Modulation. in IEEE Access [SCI, JCR Q1].

Chi-Man Pun, Caiping Yan, Xiaochen Yuan (2017). Image Alignment-Based Multi-Region Matching for Object-Level Tampering Detection. in IEEE Transactions on Information Forensics and Security [SCI, JCR Q1].

Cai-Ping Yan, Chi-Man Pun, Xiaochen Yuan (2016). Quaternion-Based Image Hashing for Adaptive Tampering Localization. in IEEE Transactions on Information Forensics and Security [SCI, JCR Q1].

Chi-Man Pun, Bo Liu, Xiaochen Yuan (2016). Multi-scale noise estimation for image splicing forgery detection. in Journal of Visual Communication and Image Representation [SCI, JCR Q2].

Cai-Ping Yan, Chi-Man Pun, Xiaochen Yuan (2016). Multi-scale image hashing using adaptive local feature extraction for robust tampering detection. in Signal Processing [SCI, JCR Q1].

Xiuli Bi, Chi-Man Pun, Xiaochen Yuan (2016). Multi-level dense descriptor and hierarchical feature matching for Copy–Move forgery detection. in Information Sciences [SCI, JCR Q1].

Chi-Man Pun, Xiaochen Yuan, Xiu-Li Bi (2015). Image Forgery Detection Using Adaptive Oversegmentation and Feature Point Matching. in IEEE Transactions on Information Forensics and Security [SCI, JCR Q1].

Xiaochen Yuan, Chi-Man Pun, C.L.Philip Chen (2015). Robust Mel-Frequency Cepstral coefficients feature detection and dual-tree complex wavelet transform for digital audio watermarking. in Information Sciences [SCI, JCR Q1].

Chi-Man Pun, Xiaochen Yuan (2015). Histogram modification based image watermarking resistant to geometric distortions. in Multimedia Tools and Applications [SCI, JCR Q2].

Xiaochen Yuan, Chi-Man Pun (2014). Feature extraction and local Zernike moments based geometric invariant watermarking. in Multimedia tools and applications [SCI, JCR Q2].

Chi-Man Pun, Xiaochen Yuan (2013). Robust Segments Detector for De-Synchronization Resilient Audio Watermarking. in IEEE Transactions on Audio, Speech, and Language Processing [SCI, JCR Q2].

Xiaochen Yuan, Chi-Man Pun, C.-L. Philip Chen (2013). Geometric invariant watermarking by local Zernike moments of binary image patches. in Signal Processing [SCI, JCR Q2].

Xiaochen Yuan, Chi-Man Pun (2012). Geometrically invariant image watermarking based on feature extraction and Zernike transform. in International Journal of Security and its Applications [EI].

Chi-Man Pun, Xiaochen Yuan (2010). Geometric Invariant Digital Image Watermarking Scheme Based on Histogram in DWT Domain. in Journal of Multimedia [EI].

C.-M. Pun, Xiaochen Yuan (2010). Robust and geometric invariant watermarking scheme using block and gray-level histograms. in International Journal of Digital Content Technology and its Applications (JDCTA) [EI].