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ORCIDChang-Tsun Li
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- affiliation: Deakin University, Australia
- affiliation (former): Charles Sturt University, Bathurst, Australia
- affiliation (former): South China University of Technology, Guangzhou, China
- affiliation (former): University of Warwick, Coventry, UK
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2020 – today
- 2025
[j82]Manisha
, Chang-Tsun Li, Karunakar A. Kotegar:
AI-Synthesized Image Detection: Source Camera Fingerprinting to Discern the Authenticity of Digital Images. IEEE Access 13: 29660-29672 (2025)- [j81]Jicheng Li, Yongjian Hu, Beibei Liu, Huimin She, Chang-Tsun Li:
Deepfake detection with domain generalization and mask-guided supervision. Pattern Recognit. 165: 111622 (2025) - [i22]Haoyi Wang, Victor Sanchez, Chang-Tsun Li, Nathan Clarke:
From Age Estimation to Age-Invariant Face Recognition: Generalized Age Feature Extraction Using Order-Enhanced Contrastive Learning. CoRR abs/2501.01760 (2025) - 2024
- [j80]Huimin She, Yongjian Hu, Beibei Liu, Chang-Tsun Li:
Exploring Static-Dynamic ID Matching and Temporal Static ID Inconsistency for Generalizable Deepfake Detection. IET Biom. 2024(1) (2024) - [j79]Bosheng Yan, Chang-Tsun Li, Xuequan Lu:
JRC: Deepfake detection via joint reconstruction and classification. Neurocomputing 598: 127862 (2024) - [j78]Huimin She, Yongjian Hu, Beibei Liu, Jicheng Li, Chang-Tsun Li:
Using Graph Neural Networks to Improve Generalization Capability of the Models for Deepfake Detection. IEEE Trans. Inf. Forensics Secur. 19: 8414-8427 (2024) - [c116]Bosheng Yan, Chang-Tsun Li:
Mutual Local Consistency Learning for Face Forgery Detection. ECAI 2024: 2074-2081 - [c115]Haoyi Wang, Victor Sanchez, Chang-Tsun Li:
Cross-Age Contrastive Learning for Age-Invariant Face Recognition. ICASSP 2024: 4600-4604 - [c114]Luke Collins, Chang-Tsun Li, Yongjian Hu, Bosheng Yan:
Elastic Weight Consolidation and Transfer Learning: A New Paradigm for Deepfake Detection. IST 2024: 1-6 - [i21]Chenhao Xu, Chang-Tsun Li, Chee Peng Lim, Douglas C. Creighton:
HSViT: Horizontally Scalable Vision Transformer. CoRR abs/2404.05196 (2024) - 2023
- [j77]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: 3494-3510 (2023) - [j76]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: 9113-9121 (2023) - [j75]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: 109021 (2023) - [j74]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): 7385 (2023) - [j73]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: 1657-1661 (2023) - [j72]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): 959-971 (2023) - [c113]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: 1-8 - [i20]Chenhao Xu, Chang-Tsun Li, Yongjian Hu, Chee Peng Lim, Douglas C. Creighton:
Deep Learning Techniques for Video Instance Segmentation: A Survey. CoRR abs/2310.12393 (2023) - [i19]Haoyi Wang, Victor Sanchez, Chang-Tsun Li:
Cross-Age Contrastive Learning for Age-Invariant Face Recognition. CoRR abs/2312.11195 (2023) - 2022
- [j71]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: 44756-44777 (2022) - [j70]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: 71749-71763 (2022) - [j69]Manisha, Chang-Tsun Li, Karunakar A. Kotegar:
Open-Set Source Camera Device Identification of Digital Images Using Deep Learning. IEEE Access 10: 110548-110556 (2022) - [j68]Diego Gragnaniello, Chang-Tsun Li, Francesco Marra, Daniel Riccio:
Virtual special issue on advances in digital security: Biometrics and forensics. Pattern Recognit. Lett. 159: 220-221 (2022) - [j67]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): 3680 (2022) - [j66]Manisha, Chang-Tsun Li, Xufeng Lin, Karunakar A. Kotegar:
Beyond PRNU: Learning Robust Device-Specific Fingerprint for Source Camera Identification. Sensors 22(20): 7871 (2022) - [j65]Haoyi Wang, Victor Sanchez, Chang-Tsun Li:
Improving Face-Based Age Estimation With Attention-Based Dynamic Patch Fusion. IEEE Trans. Image Process. 31: 1084-1096 (2022) - [j64]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): 1293-1300 (2022) - [c112]Manisha, Chang-Tsun Li, Karunakar A. Kotegar:
A Multi-Scale Content-Insensitive Fusion CNN For Source Social Network Identification. ICIP 2022: 2981-2985 - [c111]Manisha, Chang-Tsun Li, Karunakar A. Kotegar:
An Effective Training Strategy for Enhanced Source Camera Device Identification. ICPR Workshops (4) 2022: 32-45 - [c110]Yijun Quan, Chang-Tsun Li:
Improving Detection of Unprecedented Anti-forensics Attacks on Sensor Pattern Noises Through Generative Adversarial Networks. ICPR Workshops (4) 2022: 46-56 - [i18]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. CoRR abs/2201.07417 (2022) - [i17]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 abs/2203.01526 (2022) - [i16]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. CoRR abs/2203.15943 (2022) - [i15]Bosheng Yan, Xuequan Lu, Chang-Tsun Li:
Deepfake Detection via Joint Unsupervised Reconstruction and Supervised Classification. CoRR abs/2211.13424 (2022) - 2021
- [j63]Rama Chellappa, Diego Gragnaniello, Chang-Tsun Li, Francesco Marra, Richa Singh:
Guest Editorial: Adversarial Deep Learning in Biometrics & Forensics. Comput. Vis. Image Underst. 208-209: 103227 (2021) - [j62]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: 115236 (2021) - [j61]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: 23-30 (2021) - [j60]Xufeng Lin, Chang-Tsun Li, Victor Sanchez, Carsten Maple:
On the detection-to-track association for online multi-object tracking. Pattern Recognit. Lett. 146: 200-207 (2021) - [j59]Manisha, A. Kotegar Karunakar, Chang-Tsun Li:
Identification of source social network of digital images using deep neural network. Pattern Recognit. Lett. 150: 17-25 (2021) - [j58]Yijun Quan, Chang-Tsun Li:
On Addressing the Impact of ISO Speed Upon PRNU and Forgery Detection. IEEE Trans. Inf. Forensics Secur. 16: 190-202 (2021) - [j57]Shan Lin, Chang-Tsun Li, Alex C. Kot:
Multi-Domain Adversarial Feature Generalization for Person Re-Identification. IEEE Trans. Image Process. 30: 1596-1607 (2021) - [j56]Haoyi Wang, Victor Sanchez, Chang-Tsun Li:
Age-Oriented Face Synthesis With Conditional Discriminator Pool and Adversarial Triplet Loss. IEEE Trans. Image Process. 30: 5413-5425 (2021) - [c109]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: 369-376 - [c108]Xufeng Lin, Chang-Tsun Li:
On Constructing A Better Correlation Predictor For Prnu-Based Image Forgery Localization. ICME 2021: 1-6 - [c107]Sheldon Fung, Xuequan Lu, Chao Zhang, Chang-Tsun Li:
DeepfakeUCL: Deepfake Detection via Unsupervised Contrastive Learning. IJCNN 2021: 1-8 - [i14]Sheldon Fung, Xuequan Lu, Chao Zhang, Chang-Tsun Li:
DeepfakeUCL: Deepfake Detection via Unsupervised Contrastive Learning. CoRR abs/2104.11507 (2021) - [i13]Ching-Chun Chang, Xu Wang, Sisheng Chen, Isao Echizen, Victor Sanchez, Chang-Tsun Li:
Deep Learning for Reversible Steganography: Principles and Insights. CoRR abs/2106.06924 (2021) - [i12]Xufeng Lin, Chang-Tsun Li, Victor Sanchez, Carsten Maple:
On the detection-to-track association for online multi-object tracking. CoRR abs/2107.00500 (2021) - [i11]Manisha, Chang-Tsun Li, Xufeng Lin, A. Kotegar Karunakar:
Beyond PRNU: Learning Robust Device-Specific Fingerprint for Source Camera Identification. CoRR abs/2111.02144 (2021) - [i10]Haoyi Wang, Victor Sanchez, Chang-Tsun Li:
Improving Face-Based Age Estimation with Attention-Based Dynamic Patch Fusion. CoRR abs/2112.10167 (2021) - 2020
- [j55]Yijun Quan, Xufeng Lin, Chang-Tsun Li:
Provenance Inference for Instagram Photos Through Device Fingerprinting. IEEE Access 8: 168309-168320 (2020) - [j54]Irene Amerini, Chang-Tsun Li, Nasir D. Memon, Jiwu Huang:
IEEE Access Special Section: Digital Forensics Through Multimedia Source Inference. IEEE Access 8: 209657-209659 (2020) - [j53]Xufeng Lin, Chang-Tsun Li:
PRNU-Based Content Forgery Localization Augmented With Image Segmentation. IEEE Access 8: 222645-222659 (2020) - [j52]Yufei Wang, Yongjian Hu, Alan Wee-Chung Liew, Chang-Tsun Li:
ENF Based Video Forgery Detection Algorithm. Int. J. Digit. Crime Forensics 12(1): 131-156 (2020) - [j51]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: 107408 (2020) - [c106]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: 3174-3178 - [c105]Yijun Quan, Chang-Tsun Li, Yujue Zhou, Li Li:
Warwick Image Forensics Dataset for Device Fingerprinting in Multimedia Forensics. ICME 2020: 1-6 - [p5]Haoyi Wang, Victor Sanchez, Wanli Ouyang, Chang-Tsun Li:
Using Age Information as a Soft Biometric Trait for Face Image Analysis. Deep Biometrics 2020: 1-20 - [p4]Shan Lin, Chang-Tsun Li:
Person Re-identification with Soft Biometrics Through Deep Learning. Deep Biometrics 2020: 21-36 - [p3]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. Deep Biometrics 2020: 37-49 - [e4]Richard Jiang, Chang-Tsun Li, Danny Crookes, Weizhi Meng, Christophe Rosenberger:
Deep Biometrics. Unsupervised and Semi-Supervised Learning, Springer International Publishing 2020, ISBN 978-3-030-32583-1 [contents] - [i9]Yijun Quan, Chang-Tsun Li, Yujue Zhou, Li Li:
Warwick Image Forensics Dataset for Device Fingerprinting In Multimedia Forensics. CoRR abs/2004.10469 (2020) - [i8]Yijun Quan, Chang-Tsun Li:
On Addressing the Impact of ISO Speed upon PRNU and Forgery Detection. CoRR abs/2006.11539 (2020) - [i7]Haoyi Wang, Victor Sanchez, Chang-Tsun Li:
Age-Oriented Face Synthesis with Conditional Discriminator Pool and Adversarial Triplet Loss. CoRR abs/2007.00792 (2020) - [i6]Shan Lin, Chang-Tsun Li, Alex C. Kot:
Multi-Domain Adversarial Feature Generalization for Person Re-Identification. CoRR abs/2011.12563 (2020)
2010 – 2019
- 2019
- [j50]Irene Amerini, Chang-Tsun Li, Roberto Caldelli:
Social Network Identification Through Image Classification With CNN. IEEE Access 7: 35264-35273 (2019) - [j49]Ching-Chun Chang, Chang-Tsun Li, Kaimeng Chen:
Privacy-Preserving Reversible Information Hiding Based on Arithmetic of Quadratic Residues. IEEE Access 7: 54117-54132 (2019) - [j48]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: 87288-87302 (2019) - [j47]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: 105816-105826 (2019) - [j46]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: 121655-121664 (2019) - [j45]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): 644-667 (2019) - [j44]Roberto Caldelli, Marc Chaumont, Chang-Tsun Li, Irene Amerini:
Special issue on Deep Learning in Image and Video Forensics. Signal Process. Image Commun. 75: 199-200 (2019) - [j43]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): 6169-6184 (2019) - [c104]Abdullah M. Algamdi, Victor Sanchez, Chang-Tsun Li:
Learning Temporal Information from Spatial Information Using CapsNets for Human Action Recognition. ICASSP 2019: 3867-3871 - [c103]Roberto Leyva, Geise Santos, Anderson Rocha, Victor Sanchez, Chang-Tsun Li:
Accelerometer Dense Trajectories for Activity Recognition and People Identification. IWBF 2019: 1-6 - [c102]Rahimeh Rouhi, Flavio Bertini, Danilo Montesi, Chang-Tsun Li:
Social Network Forensics through Smartphones and Shared Images. IWBF 2019: 1-6 - [e3]Md. Rafiqul Islam, Yun Sing Koh, Yanchang Zhao, Warwick Graco, David Stirling, Chang-Tsun Li, Md Zahidul Islam:
Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, Australia, November 28-30, 2018, Revised Selected Papers. Communications in Computer and Information Science 996, Springer 2019, ISBN 978-981-13-6660-4 [contents] - [i5]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 abs/1905.13607 (2019) - [i4]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 abs/1909.02157 (2019) - 2018
- [j42]Ching-Chun Chang, Chang-Tsun Li, Yun-Qing Shi:
Privacy-Aware Reversible Watermarking in Cloud Computing Environments. IEEE Access 6: 70720-70733 (2018) - [j41]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): 266-283 (2018) - [j40]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: 83-92 (2018) - [j39]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: 995-1007 (2018) - [j38]Ning Jia, Victor Sanchez, Chang-Tsun Li:
On view-invariant gait recognition: a feature selection solution. IET Biom. 7(4): 287-295 (2018) - [j37]Ruizhe Li, Chang-Tsun Li, Yu Guan:
Inference of a compact representation of sensor fingerprint for source camera identification. Pattern Recognit. 74: 556-567 (2018) - [c101]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: 161-174 - [c100]Yijun Quan, Xufeng Lin, Chang-Tsun Li:
Provenance Analysis for Instagram Photos. AusDM 2018: 372-383 - [c99]Xufeng Lin, Chang-Tsun Li:
Rotation-invariant Binary Representation of Sensor Pattern Noise for Source-Oriented Image and Video Clustering. AVSS 2018: 1-6 - [c98]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: 9 - [c97]Roberto Caldelli, Irene Amerini, Chang-Tsun Li:
PRNU-based Image Classification of Origin Social Network with CNN. EUSIPCO 2018: 1357-1361 - [c96]Roberto Leyva, Victor Sanchez, Chang-Tsun Li:
Fast Detection of Abnormal Events in Videos with Binary Features. ICASSP 2018: 1318-1322 - [c95]Roberto Leyva, Victor Sanchez, Chang-Tsun Li:
Detecting Small Objects in High Resolution Images with Integral Fisher Score. ICIP 2018: 316-320 - [c94]Haoyi Wang, Xingjie Wei, Victor Sanchez, Chang-Tsun Li:
Fusion Network for Face-Based Age Estimation. ICIP 2018: 2675-2679 - [c93]Ching-Chun Chang, Chang-Tsun Li:
Privacy-Preserving Reversible Watermarking for Data Exfiltration Prevention Through Lexicographic Permutations. IIH-MSP (1) 2018: 330-339 - [c92]Xin Guan, Chang-Tsun Li, Yu Guan:
Active learning in multi-domain collaborative filtering recommender systems. SAC 2018: 1351-1357 - [c91]Xiangyu Yu, Huabin Tan, Hui Liang, Chang-Tsun Li, Guangjun Liao:
A Multi-Task Learning CNN for Image Steganalysis. WIFS 2018: 1-7 - [i3]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 abs/1807.01440 (2018) - [i2]Haoyi Wang, Xingjie Wei, Victor Sanchez, Chang-Tsun Li:
Fusion Network for Face-based Age Estimation. CoRR abs/1807.10421 (2018) - [i1]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 abs/1812.05486 (2018) - 2017
- [j36]Xin Guan, Chang-Tsun Li, Yu Guan:
Matrix Factorization With Rating Completion: An Enhanced SVD Model for Collaborative Filtering Recommender Systems. IEEE Access 5: 27668-27678 (2017) - [j35]Chang-Tsun Li, Xufeng Lin:
A fast source-oriented image clustering method for digital forensics. EURASIP J. Image Video Process. 2017: 69 (2017) - [j34]Faisal Azhar, Chang-Tsun Li:
Hierarchical Relaxed Partitioning System for Activity Recognition. IEEE Trans. Cybern. 47(3): 784-795 (2017) - [j33]Xufeng Lin, Chang-Tsun Li:
Large-Scale Image Clustering Based on Camera Fingerprints. IEEE Trans. Inf. Forensics Secur. 12(4): 793-808 (2017) - [j32]Alaa Khadidos, Victor Sanchez, Chang-Tsun Li:
Weighted Level Set Evolution Based on Local Edge Features for Medical Image Segmentation. IEEE Trans. Image Process. 26(4): 1979-1991 (2017) - [j31]Roberto Leyva, Victor Sanchez, Chang-Tsun Li:
Video Anomaly Detection With Compact Feature Sets for Online Performance. IEEE Trans. Image Process. 26(7): 3463-3478 (2017) - [c90]Shan Lin, Chang-Tsun Li:
End-to-End Correspondence and Relationship Learning of Mid-Level Deep Features for Person Re-Identification. DICTA 2017: 1-6 - [c89]Alaa Khadidos, Victor Sanchez, Chang-Tsun Li:
Patch-based segmentation of overlapping cervical cells using active contour with local edge information. ICASSP 2017: 1058-1062 - [c88]Ning Jia, Victor Sanchez, Chang-Tsun Li:
Learning optimised representations for view-invariant gait recognition. IJCB 2017: 774-780 - [c87]Ching-Chun Chang, Chang-Tsun Li:
Secure Secret Sharing in the Cloud. ISM 2017: 358-361 - [c86]Ching-Chun Chang, Chang-Tsun Li:
Reversible data hiding in JPEG images based on adjustable padding. IWBF 2017: 1-6 - [c85]Ning Jia, Chang-Tsun Li, Victor Sanchez, Alan Wee-Chung Liew:
Fast and robust framework for view-invariant gait recognition. IWBF 2017: 1-6 - [c84]Roberto Leyva, Victor Sanchez, Chang-Tsun Li:
The LV dataset: A realistic surveillance video dataset for abnormal event detection. IWBF 2017: 1-6 - [c83]Xiangyu Yu, Hui Liang, Minting Li, Chang-Tsun Li:
An adaptive tri-pixel unit steganographic algorithm using the least two significant bits. IWBF 2017: 1-6 - [c82]Roberto Leyva, Victor Sanchez, Chang-Tsun Li:
Abnormal event detection in videos using binary features. TSP 2017: 621-625 - [p2]Xingjie Wei, Chang-Tsun Li:
Face Recognition Technologies for Evidential Evaluation of Video Traces. Handbook of Biometrics for Forensic Science 2017: 177-193 - 2016
- [j30]Yaling Liang, Chang-Tsun Li, Yu Guan, Yongjian Hu:
Gait recognition based on the golden ratio. EURASIP J. Image Video Process. 2016: 22 (2016) - [j29]Xufeng Lin, Chang-Tsun Li:
Enhancing Sensor Pattern Noise via Filtering Distortion Removal. IEEE Signal Process. Lett. 23(3): 381-385 (2016) - [j28]Xufeng Lin, Chang-Tsun Li:
Preprocessing Reference Sensor Pattern Noise via Spectrum Equalization. IEEE Trans. Inf. Forensics Secur. 11(1): 126-140 (2016) - [c81]Roberto Leyva, Victor Sanchez, Chang-Tsun Li:
Fast Binary-Based Video Descriptors for Action Recognition. DICTA 2016: 1-8 - [c80]Thi Thu Thuy Nguyen, Tien Thanh Nguyen, Xuan Cuong Pham, Alan Wee-Chung Liew, Yongjian Hu, Tiancai Liang, Chang-Tsun Li:
A Novel Online Bayes Classifier. DICTA 2016: 1-6 - [c79]Xufeng Lin, Chang-Tsun Li:
Refining PRNU-based detection of image forgeries. DMIAF 2016: 222-226 - [c78]Roberto Leyva, Victor Sanchez, Chang-Tsun Li:
A fast binary pair-based video descriptor for action recognition. ICIP 2016: 4185-4189 - [c77]Xin Guan, Chang-Tsun Li, Yu Guan:
Enhanced SVD for Collaborative Filtering. PAKDD (2) 2016: 503-514 - 2015
- [j27]Yongjian Hu, Chang-Tsun Li, Zhimao Lai:
Fast source camera identification using matching signs between query and reference fingerprints. Multim. Tools Appl. 74(18): 7405-7428 (2015) - [j26]Yu Guan, Chang-Tsun Li, Fabio Roli:
On Reducing the Effect of Covariate Factors in Gait Recognition: A Classifier Ensemble Method. IEEE Trans. Pattern Anal. Mach. Intell. 37(7): 1521-1528 (2015) - [c76]Ning Jia, Victor Sanchez, Chang-Tsun Li, Hassan Mansour:
On Reducing the Effect of Silhouette Quality on Individual Gait Recognition: a Feature Fusion Approach. BIOSIG 2015: 49-60 - [c75]Ruizhe Li, Chang-Tsun Li, Yu Guan:
A compact representation of sensor fingerprint for camera identification and fingerprint matching. ICASSP 2015: 1777-1781 - [c74]Ruizhe Li, Chang-Tsun Li, Yu Guan:
Incremental update of feature extractor for camera identification. ICIP 2015: 324-328 - [c73]Yi Yao, Chang-Tsun Li:
Hand gesture recognition and spotting in uncontrolled environments based on classifier weighting. ICIP 2015: 3082-3086 - [c72]Ruizhe Li, Constantine Kotropoulos, Chang-Tsun Li, Yu Guan:
Random subspace method for source camera identification. MLSP 2015: 1-5 - [c71]Ning Jia, Victor Sanchez, Chang-Tsun Li, Hassan Mansour:
The influence of segmentation on individual gait recognition. WIFS 2015: 1-6 - 2014
- [j25]Yu Guan, Yunlian Sun, Chang-Tsun Li, Massimo Tistarelli:
Human gait identification from extremely low-quality videos: an enhanced classifier ensemble method. IET Biom. 3(2): 84-93 (2014) - [j24]Yu Guan, Xingjie Wei, Chang-Tsun Li:
On the Generalization Power of Face and Gait in Gender Recognition. Int. J. Digit. Crime Forensics 6(1): 1-8 (2014) - [j23]Xingjie Wei, Chang-Tsun Li, Zhen Lei, Dong Yi, Stan Z. Li:
Dynamic Image-to-Class Warping for Occluded Face Recognition. IEEE Trans. Inf. Forensics Secur. 9(12): 2035-2050 (2014) - [c70]Yu Guan, Xingjie Wei, Chang-Tsun Li, Yosi Keller:
People Identification and Tracking Through Fusion of Facial and Gait Features. BIOMET 2014: 209-221 - [c69]Ruizhe Li, Yu Guan, Chang-Tsun Li:
PCA-based denoising of Sensor Pattern Noise for source camera identification. ChinaSIP 2014: 436-440 - [c68]Alaa Khadidos, Victor Sanchez, Chang-Tsun Li:
Active contours based on weighted gradient vector flow and balloon forces for medical image segmentation. ICIP 2014: 902-906 - [c67]Sruti Das Choudhury, Yu Guan, Chang-Tsun Li:
Gait recognition using low spatial and temporal resolution videos. IWBF 2014: 1-6 - [c66]Yinan Wang, Weirong Chen, Yue Li, Wei Wang, Chang-Tsun Li:
HPS: Histogram preserving steganography in spatial domain. IWBF 2014: 1-4 - [c65]Ruizhe Li, Chang-Tsun Li, Yu Guan:
A reference estimator based on composite sensor pattern noise for source device identification. Media Watermarking, Security, and Forensics 2014: 90280O - [c64]Xufeng Lin, Xingjie Wei, Chang-Tsun Li:
Two improved forensic methods of detecting contrast enhancement in digital images. Media Watermarking, Security, and Forensics 2014: 90280X - [c63]Alaa Khadidos, Victor Sanchez, Chang-Tsun Li:
Active Contours with Weighted External Forces for Medical Image Segmentation. MIUA 2014: 149-154 - [c62]Roberto Leyva, Victor Sanchez, Chang-Tsun Li:
Video anomaly detection based on wake motion descriptors and perspective grids. WIFS 2014: 209-214 - 2013
- [c61]Yi Yao, Chang-Tsun Li:
Hand Gesture Segmentation in Uncontrolled Environments with Partition Matrix and a Spotting Scheme Based on Hidden Conditional Random Fields. ACPR 2013: 842-846 - [c60]Yu Guan, Xingjie Wei, Chang-Tsun Li, Gian Luca Marcialis, Fabio Roli, Massimo Tistarelli:
Combining gait and face for tackling the elapsed time challenges. BTAS 2013: 1-8 - [c59]Zhisheng Lv, Yongjian Hu, Chang-Tsun Li, Bei-Bei Liu:
Audio forensic authentication based on MOCC between ENF and reference signals. ChinaSIP 2013: 427-431 - [c58]Xingjie Wei, Chang-Tsun Li:
Fixation and Saccade Based Face Recognition from Single Image per Person with Various Occlusions and Expressions. CVPR Workshops 2013: 70-75 - [c57]Xingjie Wei, Chang-Tsun Li, Yongjian Hu:
Face recognition with occlusion using Dynamic Image-to-Class Warping (DICW). FG 2013: 1-6 - [c56]Yu Guan, Chang-Tsun Li:
A robust speed-invariant gait recognition system for walker and runner identification. ICB 2013: 1-8 - [c55]Xufeng Lin, Chang-Tsun Li, Yongjian Hu:
Exposing image forgery through the detection of contrast enhancement. ICIP 2013: 4467-4471 - [c54]Yi Yao, Chang-Tsun Li:
Real-Time Hand Gesture Recognition for Uncontrolled Environments Using Adaptive SURF Tracking and Hidden Conditional Random Fields. ISVC (2) 2013: 542-551 - [c53]Yu Guan, Chang-Tsun Li, Sruti Das Choudhury:
Robust gait recognition from extremely low frame-rate videos. IWBF 2013: 1-4 - [c52]Xingjie Wei, Chang-Tsun Li, Yongjian Hu:
Robust face recognition with occlusions in both reference and query images. IWBF 2013: 1-4 - [c51]Yi Yao, Chang-Tsun Li:
A Framework for Real-Time Hand Gesture Recognition in Uncontrolled Environments with Partition Matrix Model Based on Hidden Conditional Random Fields. SMC 2013: 1205-1210 - 2012
- [j22]Yongjian Hu, Chang-Tsun Li, Yufei Wang, Bei-Bei Liu:
An Improved Fingerprinting Algorithm for Detection of Video Frame Duplication Forgery. Int. J. Digit. Crime Forensics 4(3): 20-32 (2012) - [j21]Chang-Tsun Li, Yue Li:
Color-Decoupled Photo Response Non-Uniformity for Digital Image Forensics. IEEE Trans. Circuits Syst. Video Technol. 22(2): 260-271 (2012) - [c50]Xingjie Wei, Chang-Tsun Li, Yongjian Hu:
Robust Face Recognition under Varying Illumination and Occlusion Considering Structured Sparsity. DICTA 2012: 1-7 - [c49]Antonis Mouhtaropoulos, Chang-Tsun Li, Marthie Grobler:
Proactive Digital Forensics: The Ever-Increasing Need for Standardization. EISIC 2012: 289 - [c48]Sergio Bravo-Solorio, Chang-Tsun Li, Asoke K. Nandi:
Watermarking with lowembedding distortion and self-propagating restoration capabilities. ICIP 2012: 2197-2200 - [c47]Yu Guan, Chang-Tsun Li, Yongjian Hu:
Random Subspace Method for Gait Recognition. ICME Workshops 2012: 284-289 - [c46]Yu Guan, Chang-Tsun Li, Yongjian Hu:
Robust Clothing-Invariant Gait Recognition. IIH-MSP 2012: 321-324 - [c45]Yongjian Hu, Chang-Tsun Li, Xufeng Lin, Bei-Bei Liu:
An Improved Algorithm for Camera Model Identification Using Inter-channel Demosaicking Traces. IIH-MSP 2012: 325-330 - [c44]Yongjian Hu, Chang-Tsun Li, Zhimao Lai, Shangfan Zhang:
Fast camera fingerprint search algorithm for source camera identification. ISCCSP 2012: 1-5 - [c43]Yongjian Hu, Chang-Tsun Li, Zhisheng Lv, Bei-Bei Liu:
Audio Forgery Detection Based on Max Offsets for Cross Correlation between ENF and Reference Signal. IWDW 2012: 253-266 - [c42]Yu Guan, Chang-Tsun Li, Yongjian Hu:
An adaptive system for gait recognition in multi-view environments. MM&Sec 2012: 139-144 - [c41]Sergio Bravo-Solorio, Chang-Tsun Li, Asoke K. Nandi:
Watermarking method with exact self-propagating restoration capabilities. WIFS 2012: 217-222 - [e2]Chang-Tsun Li, Jana Dittmann, Stefan Katzenbeisser, Scott Craver:
Multimedia and Security Workshop, MM&Sec 2012, Coventry, United Kingdom, September 6-7, 2012. ACM 2012, ISBN 978-1-4503-1417-6 [contents] - 2011
- [j20]Yongjian Hu, Chang-Tsun Li, Changhui Zhou, Xufeng Lin:
Source Camera Identification Issues: Forensic Features Selection and Robustness. Int. J. Digit. Crime Forensics 3(4): 1-15 (2011) - [c40]Antonis Mouhtaropoulos, Marthie Grobler, Chang-Tsun Li:
Digital Forensic Readiness: An Insight into Governmental and Academic Initiatives. EISIC 2011: 191-196 - [c39]Ying-Chu Chen, Yongjian Hu, Chang-Tsun Li:
Further studies on forensic features for source camera identification. ICDP 2011: 1-6 - [c38]Chang-Tsun Li, Riccardo Satta:
On the location-dependent quality of the sensor pattern noise and its implication in multimedia forensics. ICDP 2011: 1-6 - [c37]Yongjian Hu, Chang-Tsun Li, Changhui Zhou, Xufeng Lin:
Issues on Selecting Image Features for Robust Source Camera Identification. WDFIA 2011: 149-159 - 2010
- [j19]Ritesh Krishna, Chang-Tsun Li, Vicky Buchanan-Wollaston:
A temporal precedence based clustering method for gene expression microarray data. BMC Bioinform. 11: 68 (2010) - [j18]Fei Peng, Re-Si Guo, Chang-Tsun Li, Min Long:
A semi-fragile watermarking algorithm for authenticating 2D CAD engineering graphics based on log-polar transformation. Comput. Aided Des. 42(12): 1207-1216 (2010) - [j17]Chang-Tsun Li:
A Conditional Random Field Approach to Unsupervised Texture Image Segmentation. EURASIP J. Adv. Signal Process. 2010 (2010) - [j16]Chang-Tsun Li, Yue Li:
Progressive Exponential Clustering-Based Steganography. EURASIP J. Adv. Signal Process. 2010 (2010) - [j15]Chang-Tsun Li:
Source camera identification using enhanced sensor pattern noise. IEEE Trans. Inf. Forensics Secur. 5(2): 280-287 (2010) - [c36]Yongjian Hu, Chao Jian, Chang-Tsun Li:
Using improved imaging sensor pattern noise for source camera identification. ICME 2010: 1481-1486 - [c35]Chang-Tsun Li, Yue Li:
Digital camera identification using Colour-Decoupled photo response non-uniformity noise pattern. ISCAS 2010: 3052-3055 - [c34]Chang-Tsun Li:
Unsupervised classification of digital images using enhanced sensor pattern noise. ISCAS 2010: 3429-3432 - [c33]Yongjian Hu, Chang-Tsun Li, Chao Jian:
Building fingerprints with information from three color bands for source camera identification. MiFor@MM 2010: 111-116 - [e1]Chang-Tsun Li:
Handbook of Research on Computational Forensics, Digital Crime, and Investigation: Methods and Solutions. IGI Global 2010, ISBN 9781605668369 [contents]
2000 – 2009
- 2009
- [j14]Chang-Tsun Li, Yue Li, Chia-Hung Wei:
Protection of Digital Mammograms on PACSs Using Data Hiding Techniques. Int. J. Digit. Crime Forensics 1(1): 75-88 (2009) - [j13]Chang-Tsun Li, Yue Li:
Medical Images Authentication through Repetitive Index Modulation Based Watermarking. Int. J. Digit. Crime Forensics 1(4): 32-39 (2009) - [j12]Chia-Hung Wei, Yue Li, Wing-Yin Chau, Chang-Tsun Li:
Trademark image retrieval using synthetic features for describing global shape and interior structure. Pattern Recognit. 42(3): 386-394 (2009) - [j11]Ying Yang, Xingming Sun, Hengfu Yang, Chang-Tsun Li, Rong Xiao:
A Contrast-Sensitive Reversible Visible Image Watermarking Technique. IEEE Trans. Circuits Syst. Video Technol. 19(5): 656-667 (2009) - [c32]Yinyin Yuan, Chang-Tsun Li:
Inferring Causal Relations from Multivariate Time Series: A Fast Method for Large-Scale Gene Expression Data. BIBE 2009: 92-99 - [c31]Ritesh Krishna, Chang-Tsun Li, Vicky Buchanan-Wollaston:
Interaction Based Functional Clustering of Genomic Data. BIBE 2009: 130-137 - [c30]Chang-Tsun Li, Yue Li:
Authenticating Medical Images through Repetitive Index Modulation Based Watermarking. e-Forensics 2009: 153-159 - [c29]Yue Li, Chang-Tsun Li:
Decomposed Photo Response Non-Uniformity for Digital Forensic Analysis. e-Forensics 2009: 166-172 - [c28]Chang-Tsun Li:
Detection of Block Artifacts for Digital Forensic Analysis. e-Forensics 2009: 173-178 - [c27]Chang-Tsun Li:
Source camera linking using enhanced sensor pattern noise extracted from images. ICDP 2009: 1-6 - [c26]Fei Peng, Yu-Zhou Lei, Chang-Tsun Li, Yue Li:
A reversible watermarking scheme for 2D engineering graphics based on improved quantisation index modulation. ICDP 2009: 1-6 - [c25]Chang-Tsun Li:
Source camera identification using enahnced sensor pattern noise. ICIP 2009: 1509-1512 - [c24]Fei Peng, Re-Si Guo, Chang-Tsun Li, Min Long:
A Semi-fragile Watermarking Algorithm for Authenticating 2D Engineering Graphics Based on Log-Polar Transformation. ISDF 2009: 11-18 - [c23]Chang-Tsun Li, Chih-Yuan Chang, Yue Li:
On the Repudiability of Device Identification and Image Integrity Verification Using Sensor Pattern Noise. ISDF 2009: 19-25 - [p1]Chia-Hung Wei, Chang-Tsun Li, Roland Wilson:
A Content-Based Approach to Medical Image Database Retrieval. Database Technologies: Concepts, Methodologies, Tools, and Applications 2009: 1062-1083 - 2008
- [j10]Chang-Tsun Li, Yinyin Yuan, Roland Wilson:
An unsupervised conditional random fields approach for clustering gene expression time series. Bioinform. 24(21): 2467-2473 (2008) - [j9]Yinyin Yuan, Chang-Tsun Li, Roland Wilson:
Partial mixture model for tight clustering of gene expression time-course. BMC Bioinform. 9 (2008) - [j8]Ying Yang, Xingming Sun, Hengfu Yang, Chang-Tsun Li:
Removable visible image watermarking algorithm in the discrete cosine transform domain. J. Electronic Imaging 17(3): 033008 (2008) - [j7]Yinyin Yuan, Chang-Tsun Li:
A Bayes Random Field Approach for Integrative Large-Scale Regulatory Network Analysis. J. Integr. Bioinform. 5(2) (2008) - [c22]Yinyin Yuan, Chang-Tsun Li:
Probabilistic framework for gene expression clustering validation based on gene ontology and graph theory. ICASSP 2008: 625-628 - [c21]Xiang Yuan, Chang-Tsun Li:
CBIR approach to building image retrieval based on invariant characteristics in Hough domain. ICASSP 2008: 1209-1212 - [c20]Chang-Tsun Li, Yue Li:
Random Index Modulation Based Fragile Watermarking Scheme for Authenticating Colour Images. IIH-MSP 2008: 16-19 - 2007
- [j6]Chang-Tsun Li, Huayin Si:
Wavelet-based fragile watermarking scheme for image authentication. J. Electronic Imaging 16(1): 013009 (2007) - [c19]Yan Zhu, Chang-Tsun Li, Hong-Jia Zhao:
Structural Digital Signature and Semi-Fragile Fingerprinting for Image Authentication in Wavelet Domain. IAS 2007: 478-483 - [c18]Yue Li, Chang-Tsun Li, Chia-Hung Wei:
Protection of Mammograms Using Blind Steganography and Watermarking. IAS 2007: 496-500 - [c17]Yinyin Yuan, Chang-Tsun Li:
Partial Mixture Model for Tight Clustering in Exploratory Gene Expression Analysis. BIBE 2007: 1061-1065 - [c16]Chia-Hung Wei, Yue Li, Chang-Tsun Li:
Effective Extraction of Gabor Features for Adaptive Mammogram Retrieval. ICME 2007: 1503-1506 - 2006
- [c15]Wen-Hsiang Lai, Chang-Tsun Li:
Skin Colour-Based Face Detection in Colour Images. AVSS 2006: 56 - [c14]Yue Li, Chang-Tsun Li:
Steganographic Scheme for VQ Compressed Images Using Progressive Exponential Clustering. AVSS 2006: 85 - [c13]Xiang Yuan, Chang-Tsun Li:
CBIR Approach to Building Image Retrieval Based on Linear Edge Distribution. AVSS 2006: 95 - [c12]Chia-Hung Wei, Chang-Tsun Li:
Learning Pathological Characteristics from User's Relevance Feedback for Content-Based Mammogram Retrieval. ISM 2006: 738-741 - [c11]Chia-Hung Wei, Chang-Tsun Li:
Calcification Descriptor and Relevance Feedback Learning Algorithms for Content-Based Mammogram Retrieval. Digital Mammography / IWDM 2006: 307-314 - 2005
- [c10]Chang-Tsun Li:
Unsupervised Image Segmentation using Gibbs Sampler within a Multiresolution Framework. EuroIMSA 2005: 516-520 - [c9]Xuefeng Wang, Then Yao, Chang-Tsun Li:
A palette-based image steganographic method using colour quantisation. ICIP (2) 2005: 1090-1093 - 2004
- [c8]Yinyin Yuan, Chang-Tsun Li:
Fragile Watermarking Scheme Exploiting Non-Deterministic Block-Wise Dependency. ICPR (4) 2004: 849-852 - [c7]Chi Kin Ho, Chang-Tsun Li:
Semi-Fragile Watermarking Scheme for Authentication of JPEG Images. ITCC (1) 2004: 7-11 - [c6]Huayin Si, Chang-Tsun Li:
Fragile watermarking scheme based on the block-wise dependence in the wavelet domain. MM&Sec 2004: 214-219 - 2003
- [j5]Chang-Tsun Li, Randy Chiao:
Multiresolution genetic clustering algorithm for texture segmentation. Image Vis. Comput. 21(11): 955-966 (2003) - [j4]Chang-Tsun Li, Fong-Man Yang:
One-dimensional neighborhood forming strategy for fragile watermarking. J. Electronic Imaging 12(2): 284-291 (2003) - [j3]Roland Wilson, Chang-Tsun Li:
A Class of Discrete Multiresolution Random Fields and Its Application to Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 25(1): 42-56 (2003) - [j2]Chang-Tsun Li:
Multiresolution image segmentation integrating Gibbs sampler and region merging algorithm. Signal Process. 83(1): 67-78 (2003) - [c5]Chang-Tsun Li, Randy Chiao:
Unsupervised texture segmentation using multiresolution hybrid genetic algorithm. ICIP (2) 2003: 1033-1036 - 2002
- [c4]Chang-Tsun Li, Fong-Man Yang, Chang-Shiu Lee:
Oblivious fragile watermarking scheme for image authentication. ICASSP 2002: 3445-3448 - 2001
- [j1]Chang-Tsun Li:
An approach to reducing the labeling cost of Markov random fields within an infinite label space. Signal Process. 81(3): 609-620 (2001) - 2000
- [c3]Chang-Tsun Li, Der-Chyuan Lou, Tsung-Hsu Chen:
Image Authentication and Integrity Verification via Content-Based Watermarks and a Public Key Cryptosystem. ICIP 2000: 694-697
1990 – 1999
- 1999
- [c2]Roland Wilson, Chang-Tsun Li:
Hidden Multiresolution Random Fields and Their Application to Image Segmentation. ICIAP 1999: 346-351 - 1998
- [b1]Chang-Tsun Li:
Unsupervised texture segmentation using multiresolution Markov random fields. University of Warwick, Coventry, UK, 1998 - [c1]Chang-Tsun Li, Roland Wilson:
Image Segmentation based on a Multiresolution Bayesian Framework. ICIP (3) 1998: 761-765
Coauthor Index
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