Chang-Tsun Li
Orcid: 0000-0003-4735-6138Affiliations:
- Deakin University, Australia
- Charles Sturt University, Bathurst, Australia (former)
- South China University of Technology, Guangzhou, China (former)
- University of Warwick, Coventry, UK (former)
According to our database1,
Chang-Tsun Li
authored at least 207 papers
between 1998 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Using Graph Neural Networks to Improve Generalization Capability of the Models for Deepfake Detection.
IEEE Trans. Inf. Forensics Secur., 2024
Neurocomputing, 2024
Exploring Static-Dynamic ID Matching and Temporal Static ID Inconsistency for Generalizable Deepfake Detection.
IET Biom., 2024
Elastic Weight Consolidation and Transfer Learning: A New Paradigm for Deepfake Detection.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
2023
Source Camera Identification with a Robust Device Fingerprint: Evolution from Image-Based to Video-Based Approaches.
Sensors, September, 2023
IEEE Trans. Artif. Intell., 2023
IEEE Signal Process. Lett., 2023
Pattern Recognit., 2023
On the Development of a Protection Profile Module for Encryption Key Management Components.
IEEE Access, 2023
IEEE Access, 2023
Hybrid Domain Meta-Learning Network for Face Forgery Detection and Localization in Deepfakes.
Proceedings of the International Joint Conference on Neural Networks, 2023
2022
Contention-aware prediction for performance impact of task co-running in multicore computers.
Wirel. Networks, 2022
IEEE Trans. Image Process., 2022
Beyond PRNU: Learning Robust Device-Specific Fingerprint for Source Camera Identification.
Sensors, 2022
Robust and Fair Undersea Target Detection with Automated Underwater Vehicles for Biodiversity Data Collection.
Remote. Sens., 2022
Pattern Recognit. Lett., 2022
Deepfake Detection via Joint Unsupervised Reconstruction and Supervised Classification.
CoRR, 2022
Defining Security Requirements With the Common Criteria: Applications, Adoptions, and Challenges.
IEEE Access, 2022
How Do Organizations Seek Cyber Assurance? Investigations on the Adoption of the Common Criteria and Beyond.
IEEE Access, 2022
IEEE Access, 2022
Improving Detection of Unprecedented Anti-forensics Attacks on Sensor Pattern Noises Through Generative Adversarial Networks.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022
A Multi-Scale Content-Insensitive Fusion CNN For Source Social Network Identification.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
2021
Age-Oriented Face Synthesis With Conditional Discriminator Pool and Adversarial Triplet Loss.
IEEE Trans. Image Process., 2021
IEEE Trans. Image Process., 2021
IEEE Trans. Inf. Forensics Secur., 2021
Pattern Recognit. Lett., 2021
An HEVC steganalytic approach against motion vector modification using local optimality in candidate list.
Pattern Recognit. Lett., 2021
Pattern Recognit. Lett., 2021
Knowledge discovery and visualisation framework using machine learning for music information retrieval from broadcast radio data.
Expert Syst. Appl., 2021
Comput. Vis. Image Underst., 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
On Constructing A Better Correlation Predictor For Prnu-Based Image Forgery Localization.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021
2020
Pattern Recognit., 2020
IEEE Access, 2020
IEEE Access, 2020
IEEE Access, 2020
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020
Dronecaps: Recognition Of Human Actions In Drone Videos Using Capsule Networks With Binary Volume Comparisons.
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the Deep Biometrics, 2020
Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis.
Proceedings of the Deep Biometrics, 2020
Proceedings of the Deep Biometrics, 2020
2019
Compact and Low-Complexity Binary Feature Descriptor and Fisher Vectors for Video Analytics.
IEEE Trans. Image Process., 2019
Signal Process. Image Commun., 2019
WolfPath: Accelerating Iterative Traversing-Based Graph Processing Algorithms on GPU.
Int. J. Parallel Program., 2019
Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis.
CoRR, 2019
3DPalsyNet: A Facial Palsy Grading and Motion Recognition Framework Using Fully 3D Convolutional Neural Networks.
IEEE Access, 2019
IEEE Access, 2019
Privacy-Preserving Reversible Information Hiding Based on Arithmetic of Quadratic Residues.
IEEE Access, 2019
IEEE Access, 2019
Auto-Zooming CNN-Based Framework for Real-Time Pedestrian Detection in Outdoor Surveillance Videos.
IEEE Access, 2019
Proceedings of the 7th International Workshop on Biometrics and Forensics, 2019
Proceedings of the 7th International Workshop on Biometrics and Forensics, 2019
Learning Temporal Information from Spatial Information Using CapsNets for Human Action Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Inference of a compact representation of sensor fingerprint for source camera identification.
Pattern Recognit., 2018
Future Gener. Comput. Syst., 2018
Fast fragile watermark embedding and iterative mechanism with high self-restoration performance.
Digit. Signal Process., 2018
Big Data Min. Anal., 2018
IEEE Access, 2018
Proceedings of the 2018 IEEE International Workshop on Information Forensics and Security, 2018
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018
Privacy-Preserving Reversible Watermarking for Data Exfiltration Prevention Through Lexicographic Permutations.
Proceedings of the Recent Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification.
Proceedings of the British Machine Vision Conference 2018, 2018
Rotation-invariant Binary Representation of Sensor Pattern Noise for Source-Oriented Image and Video Clustering.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018
Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018
Homogeneous Feature Transfer and Heterogeneous Location Fine-Tuning for Cross-City Property Appraisal Framework.
Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018
2017
Proceedings of the Handbook of Biometrics for Forensic Science, 2017
IEEE Trans. Image Process., 2017
Weighted Level Set Evolution Based on Local Edge Features for Medical Image Segmentation.
IEEE Trans. Image Process., 2017
IEEE Trans. Inf. Forensics Secur., 2017
IEEE Trans. Cybern., 2017
EURASIP J. Image Video Process., 2017
Matrix Factorization With Rating Completion: An Enhanced SVD Model for Collaborative Filtering Recommender Systems.
IEEE Access, 2017
Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017
An adaptive tri-pixel unit steganographic algorithm using the least two significant bits.
Proceedings of the 5th International Workshop on Biometrics and Forensics, 2017
Proceedings of the 5th International Workshop on Biometrics and Forensics, 2017
Proceedings of the 5th International Workshop on Biometrics and Forensics, 2017
Proceedings of the 5th International Workshop on Biometrics and Forensics, 2017
Proceedings of the 19th IEEE International Symposium on Multimedia, 2017
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017
Patch-based segmentation of overlapping cervical cells using active contour with local edge information.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
End-to-End Correspondence and Relationship Learning of Mid-Level Deep Features for Person Re-Identification.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017
2016
IEEE Trans. Inf. Forensics Secur., 2016
IEEE Signal Process. Lett., 2016
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the Digital Media Industry & Academic Forum, 2016
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016
2015
On Reducing the Effect of Covariate Factors in Gait Recognition: A Classifier Ensemble Method.
IEEE Trans. Pattern Anal. Mach. Intell., 2015
Fast source camera identification using matching signs between query and reference fingerprints.
Multim. Tools Appl., 2015
Proceedings of the 2015 IEEE International Workshop on Information Forensics and Security, 2015
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015
Hand gesture recognition and spotting in uncontrolled environments based on classifier weighting.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
A compact representation of sensor fingerprint for camera identification and fingerprint matching.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
On Reducing the Effect of Silhouette Quality on Individual Gait Recognition: a Feature Fusion Approach.
Proceedings of the BIOSIG 2015, 2015
2014
IEEE Trans. Inf. Forensics Secur., 2014
Int. J. Digit. Crime Forensics, 2014
Human gait identification from extremely low-quality videos: an enhanced classifier ensemble method.
IET Biom., 2014
Proceedings of the 2014 IEEE International Workshop on Information Forensics and Security, 2014
Active Contours with Weighted External Forces for Medical Image Segmentation.
Proceedings of the Medical Image Understanding and Analysis, 2014
Proceedings of the Media Watermarking, 2014
A reference estimator based on composite sensor pattern noise for source device identification.
Proceedings of the Media Watermarking, 2014
Proceedings of the 2nd International Workshop on Biometrics and Forensics, 2014
Proceedings of the 2nd International Workshop on Biometrics and Forensics, 2014
Active contours based on weighted gradient vector flow and balloon forces for medical image segmentation.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014
Proceedings of the Biometric Authentication - First International Workshop, 2014
2013
A Framework for Real-Time Hand Gesture Recognition in Uncontrolled Environments with Partition Matrix Model Based on Hidden Conditional Random Fields.
Proceedings of the IEEE International Conference on Systems, 2013
Proceedings of the 1st International Workshop on Biometrics and Forensics, 2013
Proceedings of the 1st International Workshop on Biometrics and Forensics, 2013
Real-Time Hand Gesture Recognition for Uncontrolled Environments Using Adaptive SURF Tracking and Hidden Conditional Random Fields.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
A robust speed-invariant gait recognition system for walker and runner identification.
Proceedings of the International Conference on Biometrics, 2013
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013
Fixation and Saccade Based Face Recognition from Single Image per Person with Various Occlusions and Expressions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013
Hand Gesture Segmentation in Uncontrolled Environments with Partition Matrix and a Spotting Scheme Based on Hidden Conditional Random Fields.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013
2012
IEEE Trans. Circuits Syst. Video Technol., 2012
An Improved Fingerprinting Algorithm for Detection of Video Frame Duplication Forgery.
Int. J. Digit. Crime Forensics, 2012
Proceedings of the 2012 IEEE International Workshop on Information Forensics and Security, 2012
Proceedings of the Multimedia and Security Workshop, 2012
Audio Forgery Detection Based on Max Offsets for Cross Correlation between ENF and Reference Signal.
Proceedings of the Digital Forensics and Watermaking - 11th International Workshop, 2012
Proceedings of the 5th International Symposium on Communications, 2012
An Improved Algorithm for Camera Model Identification Using Inter-channel Demosaicking Traces.
Proceedings of the Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2012
Proceedings of the Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2012
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012
Watermarking with lowembedding distortion and self-propagating restoration capabilities.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 2012 European Intelligence and Security Informatics Conference, 2012
Robust Face Recognition under Varying Illumination and Occlusion Considering Structured Sparsity.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012
2011
Int. J. Digit. Crime Forensics, 2011
Proceedings of the 6th International Workshop on Digital Forensics and Incident Analysis, 2011
On the location-dependent quality of the sensor pattern noise and its implication in multimedia forensics.
Proceedings of the 4th International Conference on Imaging for Crime Detection and Prevention, 2011
Proceedings of the 4th International Conference on Imaging for Crime Detection and Prevention, 2011
Proceedings of the European Intelligence and Security Informatics Conference, 2011
2010
IEEE Trans. Inf. Forensics Secur., 2010
EURASIP J. Adv. Signal Process., 2010
EURASIP J. Adv. Signal Process., 2010
A semi-fragile watermarking algorithm for authenticating 2D CAD engineering graphics based on log-polar transformation.
Comput. Aided Des., 2010
BMC Bioinform., 2010
Building fingerprints with information from three color bands for source camera identification.
Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, 2010
Digital camera identification using Colour-Decoupled photo response non-uniformity noise pattern.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010
2009
IEEE Trans. Circuits Syst. Video Technol., 2009
Trademark image retrieval using synthetic features for describing global shape and interior structure.
Pattern Recognit., 2009
Int. J. Digit. Crime Forensics, 2009
Medical Images Authentication through Repetitive Index Modulation Based Watermarking.
Int. J. Digit. Crime Forensics, 2009
A Semi-fragile Watermarking Algorithm for Authenticating 2D Engineering Graphics Based on Log-Polar Transformation.
Proceedings of the Information Security and Digital Forensics, 2009
On the Repudiability of Device Identification and Image Integrity Verification Using Sensor Pattern Noise.
Proceedings of the Information Security and Digital Forensics, 2009
Proceedings of the International Conference on Image Processing, 2009
A reversible watermarking scheme for 2D engineering graphics based on improved quantisation index modulation.
Proceedings of the 3rd International Conference on Imaging for Crime Detection and Prevention, 2009
Proceedings of the 3rd International Conference on Imaging for Crime Detection and Prevention, 2009
Proceedings of the Forensics in Telecommunications, 2009
Authenticating Medical Images through Repetitive Index Modulation Based Watermarking.
Proceedings of the Forensics in Telecommunications, 2009
Proceedings of the Forensics in Telecommunications, 2009
Inferring Causal Relations from Multivariate Time Series: A Fast Method for Large-Scale Gene Expression Data.
Proceedings of the Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009
Proceedings of the Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009
Proceedings of the Database Technologies: Concepts, 2009
2008
A Bayes Random Field Approach for Integrative Large-Scale Regulatory Network Analysis.
J. Integr. Bioinform., 2008
Removable visible image watermarking algorithm in the discrete cosine transform domain.
J. Electronic Imaging, 2008
BMC Bioinform., 2008
An unsupervised conditional random fields approach for clustering gene expression time series.
Bioinform., 2008
Random Index Modulation Based Fragile Watermarking Scheme for Authenticating Colour Images.
Proceedings of the 4th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2008), 2008
CBIR approach to building image retrieval based on invariant characteristics in Hough domain.
Proceedings of the IEEE International Conference on Acoustics, 2008
Probabilistic framework for gene expression clustering validation based on gene ontology and graph theory.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
J. Electronic Imaging, 2007
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
Structural Digital Signature and Semi-Fragile Fingerprinting for Image Authentication in Wavelet Domain.
Proceedings of the Third International Symposium on Information Assurance and Security, 2007
Proceedings of the Third International Symposium on Information Assurance and Security, 2007
2006
Calcification Descriptor and Relevance Feedback Learning Algorithms for Content-Based Mammogram Retrieval.
Proceedings of the Digital Mammography, 2006
Learning Pathological Characteristics from User's Relevance Feedback for Content-Based Mammogram Retrieval.
Proceedings of the Eigth IEEE International Symposium on Multimedia (ISM 2006), 2006
Proceedings of the Advanced Video and Signal Based Surveillance, 2006
Steganographic Scheme for VQ Compressed Images Using Progressive Exponential Clustering.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006
Proceedings of the Advanced Video and Signal Based Surveillance, 2006
2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Unsupervised Image Segmentation using Gibbs Sampler within a Multiresolution Framework.
Proceedings of the Internet and Multimedia Systems and Applications, 2005
2004
Fragile watermarking scheme based on the block-wise dependence in the wavelet domain.
Proceedings of the 6th workshop on Multimedia & Security, 2004
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
Multiresolution image segmentation integrating Gibbs sampler and region merging algorithm.
Signal Process., 2003
A Class of Discrete Multiresolution Random Fields and Its Application to Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2003
J. Electronic Imaging, 2003
Image Vis. Comput., 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
An approach to reducing the labeling cost of Markov random fields within an infinite label space.
Signal Process., 2001
2000
Image Authentication and Integrity Verification via Content-Based Watermarks and a Public Key Cryptosystem.
Proceedings of the 2000 International Conference on Image Processing, 2000
1999
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999
1998
PhD thesis, 1998
Image Segmentation based on a Multiresolution Bayesian Framework.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998