Chang-Tsun Li

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 110

Top Venues

University of Warwick, Coventry, UK (PHD)

Education History

University of Warwick, Coventry, UK

PHD

Publications

Chenhao Xu, Chang-Tsun Li, Chee Peng Lim, Douglas C. Creighton
HSViT: Horizontally Scalable Vision Transformer. CoRR (2024)
Bosheng Yan, Chang-Tsun Li, Xuequan Lu
JRC: Deepfake detection via joint reconstruction and classification. Neurocomputing 598 (2024)
Haoyi Wang, Victor Sanchez, Chang-Tsun Li
Cross-Age Contrastive Learning for Age-Invariant Face Recognition. ICASSP (2024)
Huimin She, Yongjian Hu, Beibei Liu, Jicheng Li, Chang-Tsun Li
Learnable Information-Preserving Image Resizer for Face Forgery Detection. IEEE Signal Process. Lett. 30 (2023)
Xufeng Lin, Chang-Tsun Li, Scott D. Adams, Abbas Z. Kouzani, Richard Jiang, Ligang He, Yongjian Hu, Michael Vernon, Egan H. Doeven, Lawrence Webb, Todd Mcclellan, Adam Guskic
Self-Supervised Leaf Segmentation under Complex Lighting Conditions. Pattern Recognit. 135 (2023)
Haoyi Wang, Victor Sanchez, Chang-Tsun Li
Cross-Age Contrastive Learning for Age-Invariant Face Recognition. CoRR (2023)
Ziping Jiang, Yunpeng Wang, Chang-Tsun Li, Plamen Angelov, Richard Jiang
Delve Into Neural Activations: Toward Understanding Dying Neurons. IEEE Trans. Artif. Intell. 4 (4) (2023)
Hongjie Zhao, Beibei Liu, Yongjian Hu, Jicheng Li, Chang-Tsun Li
Hybrid Domain Meta-Learning Network for Face Forgery Detection and Localization in Deepfakes. IJCNN (2023)
Manisha, Chang-Tsun Li, Karunakar A. Kotegar
Source Camera Identification with a Robust Device Fingerprint: Evolution from Image-Based to Video-Based Approaches. Sensors 23 (17) (2023)
Chenhao Xu, Chang-Tsun Li, Yongjian Hu, Chee Peng Lim, Douglas C. Creighton
Deep Learning Techniques for Video Instance Segmentation: A Survey. CoRR (2023)
Ching-Chun Chang, Xu Wang, Sisheng Chen, Isao Echizen, Victor Sanchez, Chang-Tsun Li
Deep Learning for Predictive Analytics in Reversible Steganography. IEEE Access 11 (2023)
Nan Sun, Chang-Tsun Li, Hin Chan, Md Zahidul Islam, Md. Rafiqul Islam, Warren Armstrong
On the Development of a Protection Profile Module for Encryption Key Management Components. IEEE Access 11 (2023)
Yijun Quan, Chang-Tsun Li
Improving Detection of Unprecedented Anti-forensics Attacks on Sensor Pattern Noises Through Generative Adversarial Networks. ICPR Workshops (4) (2022)
Manisha, Chang-Tsun Li, Karunakar A. Kotegar
An Effective Training Strategy for Enhanced Source Camera Device Identification. ICPR Workshops (4) (2022)
Nan Sun, Chang-Tsun Li, Hin Chan, Ba Dung Le, M. D. Zahidul Islam, Leo Yu Zhang, M. D. Rafiqul Islam, Warren Armstrong
Defining Security Requirements with the Common Criteria: Applications, Adoptions, and Challenges. CoRR (2022)
Ranjith Dinakaran, Li Zhang, Chang-Tsun Li, Ahmed Bouridane, Richard Jiang
Robust and Fair Undersea Target Detection with Automated Underwater Vehicles for Biodiversity Data Collection. Remote. Sens. 14 (15) (2022)
Nan Sun, Chang-Tsun Li, Hin Chan, Md Zahidul Islam, Md. Rafiqul Islam, Warren Armstrong
How Do Organizations Seek Cyber Assurance? - Investigations on the Adoption of the Common Criteria and Beyond. CoRR (2022)
Nan Sun, Chang-Tsun Li, Hin Chan, Ba Dung Le, Md Zahidul Islam, Leo Yu Zhang, Md. Rafiqul Islam, Warren Armstrong
Defining Security Requirements With the Common Criteria: Applications, Adoptions, and Challenges. IEEE Access 10 (2022)
Diego Gragnaniello, Chang-Tsun Li, Francesco Marra, Daniel Riccio
Virtual special issue on advances in digital security: Biometrics and forensics. Pattern Recognit. Lett. 159 (2022)
Shenyuan Ren, Ligang He, Junyu Li, Zhiyan Chen, Peng Jiang, Chang-Tsun Li
Contention-aware prediction for performance impact of task co-running in multicore computers. Wirel. Networks 28 (3) (2022)
Haoyi Wang, Victor Sanchez, Chang-Tsun Li
Improving Face-Based Age Estimation With Attention-Based Dynamic Patch Fusion. IEEE Trans. Image Process. 31 (2022)
Manisha, Chang-Tsun Li, Karunakar A. Kotegar
Open-Set Source Camera Device Identification of Digital Images Using Deep Learning. IEEE Access 10 (2022)
Manisha, Chang-Tsun Li, Xufeng Lin, Karunakar A. Kotegar
Beyond PRNU: Learning Robust Device-Specific Fingerprint for Source Camera Identification. Sensors 22 (20) (2022)
Xufeng Lin, Chang-Tsun Li, Scott Adams, Abbas Z. Kouzani, Richard Jiang, Ligang He, Yongjian Hu, Michael Vernon, Egan H. Doeven, Lawrence Webb, Todd Mcclellan, Adam Guskic
Self-Supervised Leaf Segmentation under Complex Lighting Conditions. CoRR (2022)
Bosheng Yan, Xuequan Lu, Chang-Tsun Li
Deepfake Detection via Joint Unsupervised Reconstruction and Supervised Classification. CoRR (2022)
Nan Sun, Chang-Tsun Li, Hin Chan, Md Zahidul Islam, Md. Rafiqul Islam, Warren Armstrong
How Do Organizations Seek Cyber Assurance? Investigations on the Adoption of the Common Criteria and Beyond. IEEE Access 10 (2022)
Manisha, Chang-Tsun Li, Karunakar A. Kotegar
A Multi-Scale Content-Insensitive Fusion CNN For Source Social Network Identification. ICIP (2022)
Xufeng Lin, Chang-Tsun Li, Victor Sanchez, Carsten Maple
On the detection-to-track association for online multi-object tracking. Pattern Recognit. Lett. 146 (2021)
Haoyi Wang, Victor Sanchez, Chang-Tsun Li
Improving Face-Based Age Estimation with Attention-Based Dynamic Patch Fusion. CoRR (2021)
Sheldon Fung, Xuequan Lu, Chao Zhang, Chang-Tsun Li
DeepfakeUCL: Deepfake Detection via Unsupervised Contrastive Learning. CoRR (2021)
Rama Chellappa, Diego Gragnaniello, Chang-Tsun Li, Francesco Marra, Richa Singh
Guest Editorial: Adversarial Deep Learning in Biometrics & Forensics. Comput. Vis. Image Underst. (2021)
Shuowei Liu, Yongjian Hu, Beibei Liu, Chang-Tsun Li
An HEVC steganalytic approach against motion vector modification using local optimality in candidate list. Pattern Recognit. Lett. 146 (2021)
Shan Lin, Chang-Tsun Li, Alex C. Kot
Multi-Domain Adversarial Feature Generalization for Person Re-Identification. IEEE Trans. Image Process. 30 (2021)
Michael Furner, Md Zahidul Islam, Chang-Tsun Li
Knowledge discovery and visualisation framework using machine learning for music information retrieval from broadcast radio data. Expert Syst. Appl. 182 (2021)
Ching-Chun Chang, Xu Wang, Sisheng Chen, Isao Echizen, Victor Sanchez, Chang-Tsun Li
Deep Learning for Reversible Steganography: Principles and Insights. CoRR (2021)
Haoyi Wang, Victor Sanchez, Chang-Tsun Li
Age-Oriented Face Synthesis With Conditional Discriminator Pool and Adversarial Triplet Loss. IEEE Trans. Image Process. 30 (2021)
Sheldon Fung, Xuequan Lu, Chao Zhang, Chang-Tsun Li
DeepfakeUCL: Deepfake Detection via Unsupervised Contrastive Learning. IJCNN (2021)
Manisha, A. Kotegar Karunakar, Chang-Tsun Li
Identification of source social network of digital images using deep neural network. Pattern Recognit. Lett. 150 (2021)
Xufeng Lin, Chang-Tsun Li
On Constructing A Better Correlation Predictor For Prnu-Based Image Forgery Localization. ICME (2021)
Yijun Quan, Chang-Tsun Li
On Addressing the Impact of ISO Speed Upon PRNU and Forgery Detection. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Hao Wu, Ligang He, Chang-Tsun Li, Junyu Li, Wentai Wu, Carsten Maple
MGGAN: Improving sample generations of Generative Adversarial Networks. HPCC/DSS/SmartCity/DependSys (2021)
Manisha, Chang-Tsun Li, Xufeng Lin, A. Kotegar Karunakar
Beyond PRNU: Learning Robust Device-Specific Fingerprint for Source Camera Identification. CoRR (2021)
Xufeng Lin, Chang-Tsun Li, Victor Sanchez, Carsten Maple
On the detection-to-track association for online multi-object tracking. CoRR (2021)
Yufei Wang, Yongjian Hu, Alan Wee-Chung Liew, Chang-Tsun Li
ENF Based Video Forgery Detection Algorithm. Int. J. Digit. Crime Forensics 12 (1) (2020)
Yijun Quan, Chang-Tsun Li, Yujue Zhou, Li Li
Warwick Image Forensics Dataset for Device Fingerprinting in Multimedia Forensics. ICME (2020)
Shan Lin, Chang-Tsun Li, Alex C. Kot
Multi-Domain Adversarial Feature Generalization for Person Re-Identification. CoRR (2020)
Irene Amerini, Chang-Tsun Li, Nasir D. Memon, Jiwu Huang
IEEE Access Special Section: Digital Forensics Through Multimedia Source Inference. IEEE Access 8 (2020)
Yijun Quan, Chang-Tsun Li
On Addressing the Impact of ISO Speed upon PRNU and Forgery Detection. CoRR (2020)
Abdullah M. Algamdi, Victor Sanchez, Chang-Tsun Li
Dronecaps: Recognition Of Human Actions In Drone Videos Using Capsule Networks With Binary Volume Comparisons. ICIP (2020)
Yijun Quan, Chang-Tsun Li, Yujue Zhou, Li Li
Warwick Image Forensics Dataset for Device Fingerprinting In Multimedia Forensics. CoRR (2020)
Geise Santos, Paulo Henrique Pisani, Roberto Leyva, Chang-Tsun Li, Tiago Fernandes Tavares, Anderson Rocha
Manifold learning for user profiling and identity verification using motion sensors. Pattern Recognit. 106 (2020)
Yijun Quan, Xufeng Lin, Chang-Tsun Li
Provenance Inference for Instagram Photos Through Device Fingerprinting. IEEE Access 8 (2020)
Xufeng Lin, Chang-Tsun Li
PRNU-Based Content Forgery Localization Augmented With Image Segmentation. IEEE Access 8 (2020)
Haoyi Wang, Victor Sanchez, Chang-Tsun Li
Age-Oriented Face Synthesis with Conditional Discriminator Pool and Adversarial Triplet Loss. CoRR (2020)
Roberto Leyva, Geise Santos, Anderson Rocha, Victor Sanchez, Chang-Tsun Li
Accelerometer Dense Trajectories for Activity Recognition and People Identification. IWBF (2019)
Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Compact and Low-Complexity Binary Feature Descriptor and Fisher Vectors for Video Analytics. IEEE Trans. Image Process. 28 (12) (2019)
Irene Amerini, Chang-Tsun Li, Roberto Caldelli
Social Network Identification Through Image Classification With CNN. IEEE Access 7 (2019)
Rahimeh Rouhi, Flavio Bertini, Danilo Montesi, Xufeng Lin, Yijun Quan, Chang-Tsun Li
Hybrid Clustering of Shared Images on Social Networks for Digital Forensics. IEEE Access 7 (2019)
Saghir Ahmed Saghir Alfasly, Beibei Liu, Yongjian Hu, Yufei Wang, Chang-Tsun Li
Auto-Zooming CNN-Based Framework for Real-Time Pedestrian Detection in Outdoor Surveillance Videos. IEEE Access 7 (2019)
Gary Storey, Ahmed Bouridane, Richard Jiang, Chang-Tsun Li
Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis. CoRR (2019)
Ching-Chun Chang, Chang-Tsun Li, Kaimeng Chen
Privacy-Preserving Reversible Information Hiding Based on Arithmetic of Quadratic Residues. IEEE Access 7 (2019)
Gary Storey, Richard Jiang, Shelagh Keogh, Ahmed Bouridane, Chang-Tsun Li
3DPalsyNet: A Facial Palsy Grading and Motion Recognition Framework using Fully 3D Convolutional Neural Networks. CoRR (2019)
Roberto Caldelli, Marc Chaumont, Chang-Tsun Li, Irene Amerini
Special issue on Deep Learning in Image and Video Forensics. Signal Process. Image Commun. 75 (2019)
Abdullah M. Algamdi, Victor Sanchez, Chang-Tsun Li
Learning Temporal Information from Spatial Information Using CapsNets for Human Action Recognition. ICASSP (2019)
Rahimeh Rouhi, Flavio Bertini, Danilo Montesi, Chang-Tsun Li
Social Network Forensics through Smartphones and Shared Images. IWBF (2019)
Gary Storey, Richard Jiang, Shelagh Keogh, Ahmed Bouridane, Chang-Tsun Li
3DPalsyNet: A Facial Palsy Grading and Motion Recognition Framework Using Fully 3D Convolutional Neural Networks. IEEE Access 7 (2019)
Huanzhou Zhu, Ligang He, Songling Fu, Rui Li, Xie Han, Zhangjie Fu, Yongjian Hu, Chang-Tsun Li
WolfPath: Accelerating Iterative Traversing-Based Graph Processing Algorithms on GPU. Int. J. Parallel Program. 47 (4) (2019)
Huanzhou Zhu, Zhuoer Gu, Haiming Zhao, Keyang Chen, Chang-Tsun Li, Ligang He
Developing a pattern discovery method in time series data and its GPU acceleration. Big Data Min. Anal. 1 (4) (2018)
Xin Guan, Chang-Tsun Li, Yu Guan
Active learning in multi-domain collaborative filtering recommender systems. SAC (2018)
Shan Lin, Haoliang Li, Chang-Tsun Li, Alex ChiChung Kot
Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification. CoRR (2018)
Roberto Caldelli, Irene Amerini, Chang-Tsun Li
PRNU-based Image Classification of Origin Social Network with CNN. EUSIPCO (2018)
Xiangyu Yu, Huabin Tan, Hui Liang, Chang-Tsun Li, Guangjun Liao
A Multi-Task Learning CNN for Image Steganalysis. WIFS (2018)
Yihan Guo, Shan Lin, Xiao Ma, Jay Bal, Chang-Tsun Li
Homogeneous Feature Transfer and Heterogeneous Location Fine-Tuning for Cross-City Property Appraisal Framework. AusDM (2018)
Haoyi Wang, Xingjie Wei, Victor Sanchez, Chang-Tsun Li
Fusion Network for Face-Based Age Estimation. ICIP (2018)
Ning Jia, Victor Sanchez, Chang-Tsun Li
On view-invariant gait recognition: a feature selection solution. IET Biom. 7 (4) (2018)
Sergio Bravo-Solorio, Félix Calderón, Chang-Tsun Li, Asoke K. Nandi
Fast fragile watermark embedding and iterative mechanism with high self-restoration performance. Digit. Signal Process. 73 (2018)
Ching-Chun Chang, Chang-Tsun Li, Yun-Qing Shi
Privacy-Aware Reversible Watermarking in Cloud Computing Environments. IEEE Access 6 (2018)
Xufeng Lin, Chang-Tsun Li
Rotation-invariant Binary Representation of Sensor Pattern Noise for Source-Oriented Image and Video Clustering. AVSS (2018)
Haoyi Wang, Xingjie Wei, Victor Sanchez, Chang-Tsun Li
Fusion Network for Face-based Age Estimation. CoRR (2018)
Shan Lin, Haoliang Li, Chang-Tsun Li, Alex C. Kot
Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification. BMVC (2018)
Bin Wang, Chao Chen, Ligang He, Bo Gao, Jiadong Ren, Zhangjie Fu, Songling Fu, Yongjian Hu, Chang-Tsun Li
Modelling and developing conflict-aware scheduling on large-scale data centres. Future Gener. Comput. Syst. 86 (2018)
Yihan Guo, Shan Lin, Xiao Ma, Jay Bal, Chang-Tsun Li
Homogeneous Feature Transfer and Heterogeneous Location Fine-tuning for Cross-City Property Appraisal Framework. CoRR (2018)
Ching-Chun Chang, Chang-Tsun Li
Privacy-Preserving Reversible Watermarking for Data Exfiltration Prevention Through Lexicographic Permutations. IIH-MSP (1) (2018)
Yijun Quan, Xufeng Lin, Chang-Tsun Li
Provenance Analysis for Instagram Photos. AusDM (2018)
Ruizhe Li, Chang-Tsun Li, Yu Guan
Inference of a compact representation of sensor fingerprint for source camera identification. Pattern Recognit. 74 (2018)
Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Detecting Small Objects in High Resolution Images with Integral Fisher Score. ICIP (2018)
Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Fast Detection of Abnormal Events in Videos with Binary Features. ICASSP (2018)
Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Abnormal event detection in videos using binary features. TSP (2017)
Xufeng Lin, Chang-Tsun Li
Large-Scale Image Clustering Based on Camera Fingerprints. IEEE Trans. Inf. Forensics Secur. 12 (4) (2017)
Alaa Khadidos, Victor Sanchez, Chang-Tsun Li
Patch-based segmentation of overlapping cervical cells using active contour with local edge information. ICASSP (2017)
Shan Lin, Chang-Tsun Li
End-to-End Correspondence and Relationship Learning of Mid-Level Deep Features for Person Re-Identification. DICTA (2017)
Ching-Chun Chang, Chang-Tsun Li
Secure Secret Sharing in the Cloud. ISM (2017)
Ning Jia, Chang-Tsun Li, Victor Sanchez, Alan Wee-Chung Liew
Fast and robust framework for view-invariant gait recognition. IWBF (2017)
Roberto Leyva, Victor Sanchez, Chang-Tsun Li
The LV dataset: A realistic surveillance video dataset for abnormal event detection. IWBF (2017)
Chang-Tsun Li, Xufeng Lin
A fast source-oriented image clustering method for digital forensics. EURASIP J. Image Video Process. 2017 (2017)
Ning Jia, Victor Sanchez, Chang-Tsun Li
Learning optimised representations for view-invariant gait recognition. IJCB (2017)
Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Video Anomaly Detection With Compact Feature Sets for Online Performance. IEEE Trans. Image Process. 26 (7) (2017)
Xin Guan, Chang-Tsun Li, Yu Guan
Matrix Factorization With Rating Completion: An Enhanced SVD Model for Collaborative Filtering Recommender Systems. IEEE Access 5 (2017)
Faisal Azhar, Chang-Tsun Li
Hierarchical Relaxed Partitioning System for Activity Recognition. IEEE Trans. Cybern. 47 (3) (2017)
Xiangyu Yu, Hui Liang, Minting Li, Chang-Tsun Li
An adaptive tri-pixel unit steganographic algorithm using the least two significant bits. IWBF (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chang-Tsun Li