Charles Sturt University
Charles Sturt University

Professor Chang-Tsun Li

Professor Chang-Tsun Li

Profile

Chang-Tsun Li received the BEng degree in electrical engineering from National Defence University (NDU), Taiwan, in 1987, the MSc degree in computer science from U.S. Naval Postgraduate School, USA, in 1992, and the PhD degree in computer science from the University of Warwick, UK, in 1998. He was an associate professor of the Department of Electrical Engineering at NDU during 1998-2002 and a visiting professor of the Department of Computer Science at U.S. Naval Postgraduate School in the second half of 2001.  He was a professor of the Department of Computer Science at the University of Warwick, UK, until Dec 2016.  He is currently a professor of the School of Computing and Mathematics, Charles Sturt University, Australia.

His research interests include multimedia forensics and security, biometrics, data mining, machine learning, data analytics, computer vision, image processing, pattern recognition, bioinformatics, and content-based image retrieval. His research outcomes have been translated in many patents and have adopted by many law enforcement agencies, including Sussex Police Service (UK), Metropolitan Police Service, Guildford Crown Court, INTERPOL (Lyon France) and US Department of Homeland Security.

He is currently Associate Editor of the EURASIP Journal of Image and Video Processing (JIVP) and Associate of Editor of IET Biometrics. He was Guest Co-Editor of Special Issue on Image and Video Forensics for Social Media Analysis, EURASIP Journal of Image and Video Processing and Guest Co-Editor of Special Issue on Deep Learning in Image and Video Forensics, Signal Processing: Image Communication.

He has involved in the organisation of a number of international conferences and workshops and also served as member of the international program committees for several international conferences.  He was the Lead and PI of the international joint project entitled Digital Image and Video Forensics (acronym: DIVEFOR) funded through the Marie Curie Action under the EU's Seventh Framework Programme (FP7) from June 2010 to May 2014. He is currently the Lead and PI of the EU Horizon 2020 project, entitled Computer Vision Enabled Multimedia Forensics and People Identification (acronym: IDENTITY).

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Teaching

Chang-Tsun Li has had 20 years’ experience in teaching large undergraduate classes as well as small specialist postgraduate computing courses in the UK, USA, Taiwan and Australia.  He has taught Machine Learning, Data mining, Cryptography & Network Security, Multimedia Processing, Digital Image Processing, Computer Architecture and Organisation, Operating Systems, Neural Networks, Microprocessors, Information Warfare, System Software, Operating Systems, Computer Networks, Discrete Mathematics, Advanced Programming (C/C++), Electrical Circuits Analysis, Research Methodology.

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Research

Chang-Tsun Li researches in the intersection of data analytics, machine intelligence, security and computer vision with special interests in Multimedia Forensics & Security, Biometrics, Image Processing, Computer Vision, Content-Based Image Retrieval, Pattern Recognition, Bioinformatics, Machine Learning, Data Mining.

The following are some projects he involves/involved with:

  1. Computer Vision Enabled Multimedia Forensics and People Identification (IDENTITY): January 2016 – Dec 2019; funded by EU Horizon 2020; C.-T. Li's role: Lead & Principal Investigator; Project partners: 4 EU universities, 4 EU SMEs and 8 non-EU universities; Project ID.: 690907; Grant: €2,025,000 (https://warwick.ac.uk/fac/sci/dcs/research/df/identity/)
  2. EU COST Action CA16101 - "Multi-modal Imaging of Forensic Science Evidence - Tools for Forensic Science: funded by European Cooperation in Science & Technology (COST), 02/03/2017 - 01/03/2021, CSU researchers: Chang-Tsun Li and Xufeng Lin, Consortium: partners from 28 countries, Grants: Reimbursement based on actual expenditure (http://www.cost.eu/COST_Actions/ca/CA16101?management)
  3. High Dimensional Heterogeneous Data based Animation Techniques for Southeast Asian Intangible Cultural Heritage Digital Content (AniAge): Funded by EU Horizon 2020, 01/01/2016 – 01/01/2019, 11 institutions from 9 countries partners from 28 countries; Project ID: 69121; Grant: EUR 1,120,500 (C.-T. Li share: I participated as a staff member of Charles Sturt University, hence no EU grant can be allocated directly to CSU. However, through hosting EU researchers at CSU, I gained access to the EU human resources. http://www.euh2020aniage.org/partners/
  4. Endeavour Research Fellowship for Irene Amerini (Italy): funded by Australian Department of Education and Training, 01/02/2018 – 30/06/2018, Grant: $27,500, Host: Chang-Tsun Li
  5. Endeavour Research Fellowship for Gerson De Souza Faria (Brazil): funded by Australian Department of Education and Training, 01/02/2018 – 30/06/2018, Grant: $27,500, Host: Chang-Tsun Li
  6. MIUSS: Machine Intelligence in Urban Security Systems: 01 June 2016 to March 2017, funded by EPSRC Institutional Award (Global Challenges Research Fund (GCRF); Principal Investigator: Victor Sanchez, C.-T. Li: Co-Investigator; Budget: £51,989
  7. Gesture Recognition for Automotive Applications (GRAAppl): October 2015 – June 2016; funded by Innovate UK; C.-T. Li's role: Principal Investigator; This grant is for funding commercial development to be conducted by the spin out company, Innovision Technology Ltd (ITL); founded by C.-T. Li in collaboration with Warwick Manufacturing Group (WMG); Grant: £39,497 (£24,500 for ITL and £14,997 for WMG).
  8. Cluster Inference of Big Multimedia Databases: August 2015 – November 2015; funded by Innovate UK; C.-T. Li's role: Principal Investigator; Grant: £23,100
  9. PIMCO - Efficient Storage, Access and Transmission of Whole-Slide Pathology Images: funded by EU FP7 Marie Curie Actions - Career Integration Grant (ICG) for Dr Victor Sanchez, October 2013 - September 2017; C-T Li's role: Scientist-in-Charge; Grant: €100,000
  10. Digital Image and Video Forensics (www.divefor.org): June 2010 – May 2014; funded by EU FP7 Marie Curie Actions: Industry-Academia Partnerships and Pathways; C.-T. Li's role: Lead & Principal Investigator; Project partners: Roma TRE (Italy), Forensic Pathways (UK), XLAB (Slovenia); Project ID.: 251677; Grant: €1,559,325
  11. Integrating Biometrics and Forensics for the Digital Age: December 2011 – November 2015; funded by European Cooperation in Science and Technology (COST); Partners: 38 partners from 21 countries; C.-T. Li's role: Chair of the Working Group of Audiovisual Biometrics for Multimedia Forensics, http://www.cost.eu/domains_actions/ict/Actions/IC1106
  12. Milamber Digital: April 2011 – March 2012; funded by Technology Strategy Board (UK); C.-T. Li's role: Academic Principal Investigator;Partners: Pearson Education, Milamber Group, RedTray Ltd, 2sms Ltd, Lifecycle Software Ltd, Ashridge Trust; Grant: £736,206
  13. Human-Computer Interaction through Hand Gesture Recognition: August 2013 – November 2013; funded by Technology Strategy Board (UK), Project Number: 131379; C.-T. Li's role: Principal Investigator; Grant: £24,975
  14. Provenance Inference of Digital Images for Digital Forensic Investigations: July 2012 – June 2014; funded by The Royal Society under International Exchange Programme; C.-T. Li's role: Principal Investigator; Grant: £12,000
  15. Enhancing Sensor Pattern Noise for Digital Forensic Applications: May 2011 – July 2011; funded by Technology Strategy Board (UK); Project No: 130590; C.-T. Li's role: Principal Investigator; Grant: £24,750
  16. Non-Intrusive Multimedia Authentication and Integrity Verification (EPSRC Industrial CASE Award: September 2010 – March 2014; funded by EPSRC & Forensic Pathway Ltd; C.-T. Li's role: Principal Investigator; Grant: £93,117
  17. Forensic Image Analyser: May 2008 – Feb 2009; funded by Forensic Pathways Ltd, UK; C.-T. Li's role: Principal Investigator; Grant: £17,000
  18. Texture Segmentation by Incorporating Genetic Algorithm and Clustering Method: August 2001 - July 2002; funded by National Science Council, Taiwan (NSC-90-2213-E-014-008); C.-T. Li's role: Principal Investigator; Grant: TW$ 468,700
  19. Edge Detection Using the Multiresolution Fourier Transform and Cubic B-Splines: August 2000 - July 2001; funded by National Science Council, Taiwan (NSC-89-2218-E-014-002); C.-T. Li's role: Principal Investigator; Grant: TW$ 337,000
  20. On The Design and Implementation of a Tamper Detection Steganographic Scheme with Authentication:  August 1999 - July 2000; funded by National Science Council, Taiwan (NSC-89-2213-E-014-003); C.-T. Li's role: Co-Investigator; Grant: TW$ 380,500
  21. Texture Segmentation Incorporating Region and Boundary Information: August 1999 - July 2000; funded by National Science Council, Taiwan (NSC-89-2213-E-014-010); C.-T. Li's role: Principal Investigator; Grant: TW$ 519,400
  22. Texture Segmentation Using Multiresolution Markov Random Fields: October 1998 - July 1999; funded by National Science Council, Taiwan (NSC-88-2213-E-014-015); C.-T. Li's role: Principal Investigator;  Grant: TW$ 287,200

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Academic and Research Experience

  1. Professor: School of Computing and Mathematics, Charles Sturt University, Jan 2017 – Present
  2. Acting Associate Dean (Research), Faculty of Business, Justice and Behavioural Science (FoBJBS), Charles Sturt University, July 2017 – April 2018
  3. Director of Data Science Research Unit (DSRU): DSRU consists of 4 FoBJBS research groups at Charles Sturt University, July 2017 – Present.
  4. Professor: Department of Computer Science, University of Warwick, UK, October 2011 – Dec 2016
  5. Member of EPSRC Associate Peer Review College (UK): since November 2016
  6. EU Horizon 2020 Multi-national Project Coordinator and Principal Investigator:H2020 Marie Skłodowska-Curie Actions - Research and Innovation Staff Exchange (RISE); Project title: Computer Vision Enabled Multimedia Forensics and People Identification (Project no.690907, (http://identity.dcs.warwick.ac.uk/), which involve 16 participating institutions from 12 countries; 1 Jan 2016 – 31 Dec 2019
  7. EU FP7 Multi-national Project Coordinator and Principal Investigator:FP7 Marie Curie Actions - Industry-Academia Partnerships and Pathways (IAPP); Project title: Digital Image and Video Forensics (Project no. 251677), which involve 4 participating institutions from UK, Italy and Slovenia; 1 June 2010 – 31 May 2014
  8. Working Group Chair and Management Committee Member: EU COST Action IC1106: Integrating Biometrics and Forensics for the Digital Age (http://www.cost.eu/domains_actions/ict/Actions/IC1106?management), 14 March 2012 – 13 March 2016
  9. Associate Professor: Department of Computer Science, University of Warwick, UK, August 2006 – September 2011
  10. Visiting Professor: School of Electronic and Information Engineering, South China University of Technology (SCUT), China, 15 April 2014 – 28 April 2014 (funded by South China University of Technology)
  11. Visiting Professor: Department of Electrical and Electronic Engineering, University of Cagliari, Italy, 15 May 2011 – 31 May 2011 (funded by the University of Cagliari)
  12. Visiting Professor: College of Software, Nankai University, China, December 2009 – present (funded by Nankai University)
  13. Visiting Academic: School of Information Systems, Curtin University of Technology, Australia, 20 March 2007 – 31 May 2007 (funded by the Royal Society)
  14. International Scientific Advisor: I acted as International Scientific Advisor of the School of Computer and Communication, Hunan University, China, (December 2007 – November 2010). My role is to advise the school's research projects on Digital Watermarking and Multimedia Security funded by the Ministry of Science and Technology and the National Natural Science Foundation of China, through a Foreign Expert Joint Research Project administered by the Ministry of Education, China.
  15. Lecturer: Department of Computer Science, University of Warwick, UK, September 2002 - July 2006
  16. Associate Professor: Department of Electrical Engineering, Chung Cheng Institute of Technology (CCIT), National Defence University, Taiwan, April 1998 - August 2002
  17. Visiting Professor: Department of Computer Science, US Naval Postgraduate School, California, USA, June 2001 - December 2001 (funded through National Defence Technology Research Fellowship funded by the Ministry of National Defence, Taiwan)
  18. Lecturer: Department of Electrical Engineering, CCIT, National Defence University, Taiwan, June 1992 - September 1994
  19. Consultant of Forensic Pathways Ltd (UK), Videntifier (Iceland), Metropolitan Police (UK) and Guildford Crown Court (UK): providing solutions to the client's technical challenges in relation to image processing, computer vision and digital forensics
  20. Founder of Functional Technologies Ltd (FTL):
    - FTL, founded in 2009, was honoured with a Technology Excellence Award of the prestigious 2011 UK IT Industry Awards presented by the British Computing Society for its software – Forensic Image Analyser (FIA, http://www.bcs.org/content/conWebDoc/42839) developed for its client (Forensic Pathways Ltd).  FIA is capable of identifying source cameras based on Sensor Pattern Noise (SPN). It has been used by a number of law enforcement agencies, including Sussex Police (UK) and INTERPOL
    -  The team at FTL developed an automatic image clustering functionality from 2013 to 2016 for INTERPOL's International Child Sexual Exploitation Image Database (ICSE DB) in order to cluster images into groups, such that each group contains images by the same camera.
  21. Expert witness: Secured a guilty plea by the defendant for the Guildford Crown Court (UK) in 2016 through the analysis of videos involved in the crime
  22. Scientific Advisor of the European Division of the International Association for Identification: since October 2014
  23. Judge of UK Trade & Investment's Sirius Programme (2014): an initiative aimed at attracting start-up teams from around the world to be based in the UK.
  24. Industrial Secondments: funded by the European Commission through a Marie Curie Fellowship to transfer multimedia forensics technologies from the University of Warwick to the following two companies:
    - Forensics Pathways Ltd (UK): 1 October 2010 – 31 January 2012
    - XLAB (an SME in Slovenia): 1 February 2012 - 30 September 2012

Consulting and Industrial Experience

  1. Consultant of Forensic Pathways Ltd (UK), Videntifier (Iceland), Metropolitan Police (UK) and Guildford Crown Court (UK): providing solutions to the client's technical challenges in relation to image processing, computer vision and digital forensics
  2. Founder of Functional Technologies Ltd (FTL):
    - FTL, founded in 2009, was honoured with a Technology Excellence Award of the prestigious 2011 UK IT Industry Awards presented by the British Computing Society for its software – Forensic Image Analyser (FIA, http://www.bcs.org/content/conWebDoc/42839) developed for its client (Forensic Pathways Ltd).  FIA is capable of identifying source cameras based on Sensor Pattern Noise (SPN). It has been used by a number of law enforcement agencies, including Sussex Police (UK) and INTERPOL
    -  The team at FTL developed an automatic image clustering functionality from 2013 to 2016 for INTERPOL's International Child Sexual Exploitation Image Database (ICSE DB) in order to cluster images into groups, such that each group contains images by the same camera.
  3. Expert witness: Secured a guilty plea by the defendant for the Guildford Crown Court (UK) in 2016 through the analysis of videos involved in the crime
  4. Scientific Advisor of the European Division of the International Association for Identification: since October 2014
  5. Judge of UK Trade & Investment's Sirius Programme (2014): an initiative aimed at attracting start-up teams from around the world to be based in the UK.
  6. Industrial Secondments: funded by the European Commission through a Marie Curie Fellowship to transfer multimedia forensics technologies from the University of Warwick to the following two companies:
    - Forensics Pathways Ltd (UK): 1 October 2010 – 31 January 2012
    - XLAB (an SME in Slovenia): 1 February 2012 - 30 September 2012

Keynote Speeches & Invited Talks

Chang-Tsun Li has delivered more 50 keynote speeches, panel discussions, invited talks, and invited lectures. The following are some of the recent ones.

  1. Keynote Speech on “Applications of Multimedia Forensics in Law Enforcement,” The7th IAPR International Workshop on Computational Forensics, August 20, 2018 - Beijing, China (http://iwcf2018.univ-lr.fr) in conjunction with the 24th International Conference on Pattern Recognition (ICPR 2018)
  2. Invited tutorial on "Multimedia Forensics and Security through Provenance Inference," the 2018 IEEE SPS Summer School on Visual Image Search and Visual Analytics (VISVA2018), Singapore, 9-11 July, 2018 (http://rose1.ntu.edu.sg/VISVA2018/speakers.asp)
  3. Invited talk on "Provenance inference for multimedia forensics and security," Data61 & DST Group – Cyber Summer School, Melbourne, Australia, 12-13 February, 2018
  4. Keynote Speech on “Multimedia Forensics and Security through Provenance Inference,” 2017 International Conference on Security with Intelligent Computing and Big-data Services, Hualien, Taiwan, 15-17 December,  2017, (http://sicbs17.ndhu.edu.tw/files/40-1192-4355.php?Lang=zh-tw)
  5. Invited Talk on "Multimedia Forensics through Device Fingerprint," University of Sydney, Australia, 27 July, 2017
  6. Invited Lecture on "Multimedia Forensics," 14th IAPR/IEEE/EURASIP International Summer School for Advanced Studies on Biometrics, Alghero, Italy, 15 June 2017
  7. Keynote Speech on "Multimedia Forensics: Source Inference from Uncertainty and Enormity," International Workshop on Digital-Forensics and Watermarking (IWDW'16), Beijing, China, 17-19 September, 2016
  8. Invited Lecture on "Multimedia Forensics," 13th IAPR/IEEE/EURASIP Int.l Summer School for Advanced Studies on Biometrics, Alghero, Italy, 23 June 2016
  9. Invited Talk and Panel Discussion on “Multimedia Truthfulness Verification in Legal Environment and Social Media - The Point of View of Industries,” IEEE International Workshop on Information Forensics and Security, 16 - 18 November 2015
  10. Invited Talk on “Multimedia Forensics through Camera Fingerprint Analysis,” National Chung Hsing University, Taiwan, 5 August 2015
  11. Keynote speech on “Multimodal Biometrics,” International Workshop on Biometrics (BIOMET 2014), Sofia, Bulgaria, 23-25 June 2014
  12. Invited Talk on “Content Origin Identification through Device Fingerprint Analysis,” National Laboratory of Pattern Recognition (NLPR) Institute of Automation, Chinese Academy of Sciences(CASIA), Beijing, China, 31 October 2013
  13. Panel discussion on "The Role of Behavioral and Soft Biometrics in Forensic Analysis,"  International Workshop on Biometrics and Forensics (IWBF), Lisbon, Portugal, 4 – 5 April 2013
  14. Keynote speech on “Multimedia Forensics through Intrinsic Data from Image Content,” International Information Technology Conference & Exhibition (CUBE), Pune, India, 3 September 2012
  15. Panel discussion on “Challenges of Network Surveillance and Forensics,” International Workshop on Digital Forensics & Incident Analysis (WDFIA), Crete, Greece, 6 – 8 June 2012
  16. Keynote speech on “Recent Development in Multimedia Forensics,” International Workshop on Digital Forensics & Incident Analysis (WDFIA), Crete, Greece, 6 – 8 June 2012
  17. Challenging commentator on "Spoofing and Anti-spoofing - a Socio-Legal Perspective,” TABULA RASA Workshop on Spoofing and Anti-spoofing: the Wider Human Context, Rome, 10-11 May, 2012
  18. Invited Talk on "Source Imaging Device Identification Using Noise Patterns," Department of Electronic & Computer Engineering, Brunel University, Uxbridge, UK, 6 March 2012
  19. Keynote speech on "Surveillance Camera Identification Using Noise Patterns," IEEE International Workshop on Multimedia Systems for Surveillance (in conjunction with IEEE AVSS 2011), Klagenfurt, Austria, 30th August 2011
  20. Short Course of 8 Lectures on "Digital Image and Video Forensics," Department of Electrical and Electronic Engineering, University of Cagliari, Italy, 15 - 30 May 2011

Conference Organisation

Chang-Tsun Li contributed actively to the organisation of international conferences. The following are some examples.

  1. Co-Chair of the 16th Australasian Data Mining Conference, Bathurst, NSW, Australia, 28-30 November 2018 (http://ausdm18.ausdm.org/)
  2. Co-Organiser of 7th IAPR International Workshop on Computational Forensics, 20 August, 2018, Beijing, China (http://iwcf2018.univ-lr.fr/ as a satellite event of the 24th IAPR International Conference on Pattern Recognition (ICPR 2018)
  3. Co-Challenge Chair of the 15th IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), Auckland, New Zealand, 27-30 November 2018 (https://avss2018.org/)
  4. Co-Chair of Scientific Committee of the First International Workshop on Computational Document Forensics, Kyoto, Japan, 12 November 2017
  5. Co-Organiser of Special Session on Linking Biometrics with Forensic Science, the 2017 IAPR/IEEE International Joint Conference on Biometrics (IJCB), October 2017, Denver, USA
  6. General Chair of the Fifth International Workshop on Biometrics and Forensics, Coventry, UK, 4-5 April 2017
  7. Special Session Co-Organiser, Biometrics and Multimedia Forensics, IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS), September 6th - 9th 2016
  8. Area Chair on Other Biometrics and Fusion, IAPR International Conference on Biometrics, Halmstad, Sweden, June 13-16, 2016
  9. Co-Chair of Program Committee of the International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP’15), Adelaide, Australia, September 23-25, 2015
  10. Area Chair on Forensics and Security, IAPR/IEEE International Conference on Biometrics, Phuket, Thailand, May 2015
  11. Co-Chair of the International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), Kitakyushu, Japan, August 27-29, 2014
  12. Co-Chair of Technical Programme Committee of the Second International Workshop on Biometrics and Forensics, Valletta, Malta, 27-28 March 2014
  13. General Chair of 14th ACM Multimedia & Security, Coventry, UK, 6 – 7 September 2012

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Publications

Chang-Tsun Li has published 5 edited and more than 180 papers/chapters. The following are 20 selected ones that highlight his works.

  1. R. Li, C.-T. Li and Y. Guan "Inference of a Compact Representation of Sensor Fingerprint for Source Camera Identification," Pattern Recognition, vol. 74, no. 2, pp. 556 -567, 2018
  2. X. Guan, C.-T. Li, and Y. Guan, "Matrix Factorization with Rating Completion: an Enhanced SVD Model for Collaborative Filtering Recommender Systems,” IEEE Access, vol. 5, pp. 27668 – 27678, Nov 2017
  3. R. Leyva, V. Sanchez and C.-T. Li, "Anomaly Detection with Compact Feature Sets for Online Performance," IEEE Transactions on Image Processing, vol. 26, no. 7, pp. 3463 – 3478, July 2017
  4. A. Khadidos, V. Sanchez and C.-T. Li, "Weighted Level Set Evolution Based on Local Edge Features for Medical Image Segmentation," IEEE Transactions on Image Processing , vol. 26, no. 4, pp. 1979 - 1991, April  2017
  5. X. Lin and C.-T. Li, "Large-Scale Image Clustering based on Camera Fingerprint," IEEE Transactions on Information Forensics and Security, vol. 12, no. 4, pp. 793 – 808, April 2017
  6. F. Ahzar and C.-T. Li, "Hierarchical Relaxed Partitioning System for Activity Recognition," IEEE Trans. on Cybernetics, vol. 47, no. 3, pp. 784 - 795, March 2017
  7. X. Lin and C.-T. Li, "Preprocessing Reference Sensor Pattern Noise via Spectrum Equalization," IEEE Transactions on Information Forensics and Security, vol. 11, no. 1, pp. 126-140, Jan 2016
  8. X. Lin and C.-T. Li, "Enhancing Sensor Pattern Noise via Filtering Distortion Removal," IEEE Signal Processing Letter, vol. 23, no. 3, pp. 381 - 385, March 2016
  9. Y Guan, C.-T. Li and F. Roli, "On Reducing the Effect of Covariate Factors in Gait Recognition: a Classifier Ensemble Method," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 37, no. 7, pp 1521 - 1528, July 2015
  10. X. Wei, C.-T. Li, Z. Lei, D. Yi and S. Z. Li, "Dynamic Image-to-Class Warping for Occluded Face Recognition," IEEE Transactions on Information Forensics and Security, vol. 9, no. 12, pp. 2035-2050, Dec 2014
  11. C.-T. Li and Y. Li, "Color-Decoupled Photo Response Non-Uniformity for Digital Image Forensics," IEEE Transactions on Circuits and Systems for Video Technology, vol. 22, no. 2, pp. 260-271, Feb 2012
  12. Y. Yuan, C.-T. Li, O. Windram, "Directed Partial Correlation: Inferring Large-Scale Gene Regulatory Network through Induced Topology Disruptions" PLOS ONE, vol. 6, no. 4, e16835, 2011
  13. C.-T Li, "Source Camera Identification Using Enhanced Sensor Pattern Noise," IEEE Transactions on Information Forensics and Security, vol. 5, no. 2, pp. 280 – 287, June 2010
  14. R. Krishna, C.-T. Li and V. Buchanan-Wollaston, "A Temporal Precedence Based Clustering Method for Gene Expression Microarray Data," BMC Bioinformatics, 2010, 11:68
  15. Y. Yang, X. Sun, H. Yang, C.-T. Li and R. Xiao, "A Contrast-Sensitive Reversible Visible Image Watermarking Technique," IEEE Transactions on Circuits and Systems for Video Technology, vol. 19, no. 5, pp. 656 - 667, May 2009
  16. C.-H. Wei, Y. Li, W. Y. Chau, and C.-T. Li, "Trademark Image Retrieval Using Synthetic Features for Describing Global Shape and Interior Structure," Pattern Recognition, vol. 42, no. 3, pp. 386-394, 2009
  17. C.-T. Li, Y. Yuan, and R. Wilson, "An Unsupervised Conditional Random Fields Approach for Clustering Gene Expression Time Series," Bioinformatics, vol. 24, no. 21, pp. 2467-2473, August 2008
  18. Y. Yuan, C.-T. Li and R. Wilson, "Partial Mixture Model for Gene Expression Tight Clustering," BMC Bioinformatics, 2008, 9:287
  19. C.-T. Li and R. Chiao, "Multiresolution Genetic Clustering Algorithm for Texture Segmentation," Image and Vision Computing, vol. 21, no. 11, pp. 955-966, October 2003
  20. R. Wilson and C.-T. Li, "A Class of Discrete Multiresolution Random Fields and its Application to Image Segmentation," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 25, no. 1, pp. 42-56, 2003

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