2019

Amerini, Irene, Li, Chang-Tsun and Caldelli, Roberto (2019) Social network identification through image classification with CNN. IEEE Access, 7 . pp. 35264-35273. doi:10.1109/ACCESS.2019.2903876

Algamdi, Abdullah M., Sanchez Silva, Victor and Li, Chang-Tsun (2019) Learning temporal information from spatial information using capsnets for human action recognition. In: International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, 12-17 May 2019 (In Press)

Wang, Haoyi, Wei, Xingjie, Sanchez Silva, Victor and Li, Chang-Tsun (2019) Fusion Network for Face-Based Age Estimation. In: 2018 25th IEEE International Conference on Image Processing (ICIP) , Athens, Greece, 7-10 October 2018. Published in: Proceedings - International Conference on Image Processing pp. 2675-2679. doi:10.1109/ICIP.2018.8451606

2018

Chang, Ching-Chun, Li, Chang-Tsun and Shi, Yun-Qing (2018) Privacy-Aware Reversible Watermarking in Cloud Computing Environments. IEEE Access, 6 . pp. 70720-70733. doi:10.1109/ACCESS.2018.2880904

Chang, Ching-Chun, Li, Chang-Tsun and Shi, Yun-Qing (2018) Privacy-aware reversible watermarking in cloud computing environments. IEEE Access, 6 . pp. 70720-70733. doi:10.1109/ACCESS.2018.2880904 (In Press)

Chang, Ching-Chun and Li, Chang-Tsun (2018) Privacy-Preserving Reversible Watermarking for Data Exfiltration Prevention Through Lexicographic Permutations. Recent Advances in Intelligent Information Hiding and Multimedia Signal Processing. IIH-MSP 2018. Smart Innovation, Systems and Technologies, 109 . pp. 330-339. doi:10.1007/978-3-030-03745-1_41

Li, Chang-Tsun and Sanchez, V (2018) Guest Editorial: Selected papers from the 5th International Workshop on Biometrics and Forensics 2017, Coventry, UK. IET Biometrics, 7 (4). pp. 285-286. doi:10.1049/iet-bmt.2018.0014

Jia, Ning, Sanchez Silva, Victor and Li, Chang-Tsun (2018) On view-invariant gait recognition: a feature selection solution. IET Biometrics, 7 (4). pp. 287-295. doi:10.1049/iet-bmt.2017.0151

Leyva, Roberto, Sanchez Silva, Victor and Li, Chang-Tsun (2018) Detecting small objects in high-resolution images with Integral Fisher Score. In: 25th IEEE International Conference on Image Processing, 2018, Athens, Greece, 07-10 Oct 2018 pp. 316-320. (In Press)

Zhu, H., Gu, Z., Zhao, H., Chen, K., Li, Chang-Tsun and He, Ligang (2018) Developing a pattern discovery method in time series data and its GPU acceleration. Big Data Mining and Analytics . (In Press)

Lin, Xufeng and Li, Chang-Tsun (2018) Rotation-invariant Binary Representation of Sensor Pattern Noise for Source-Oriented Image and Video Clustering. In: 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) , Auckland, New Zealand, New Zealand , 27-30 November, 2018 pp. 1-6. doi:10.1109/AVSS.2018.8639161

Li, Ruizhe, Li, Chang-Tsun and Guan, Yu (2018) Inference of a compact representation of sensor fingerprint for source camera identification. Pattern Recognition, 74 (2). pp. 556-567. doi:10.1016/j.patcog.2017.09.027

2017

Xin, Guan, Li, Chang-Tsun and Yu, Guan (2017) Matrix factorization with rating completion : an enhanced SVD Model for collaborative filtering recommender systems. IEEE Access, 5 . pp. 27668-27678. doi:10.1109/ACCESS.2017.2772226

Leyva, Roberto, Sanchez Silva, Victor and Li, Chang-Tsun (2017) Video anomaly detection with compact feature sets for online performance. IEEE Transactions on Image Processing, 26 (7). 3463 -3478. doi:10.1109/TIP.2017.2695105

Lin, Xufeng and Li, Chang-Tsun (2017) Large-scale image clustering based on camera fingerprints. IEEE Transactions on Information Forensics and Security, 12 (4). pp. 793-808.

Khadidos, Alaa, Sanchez Silva, Victor and Li, Chang-Tsun (2017) Weighted level set evolution based on local edge features for medical image segmentation. IEEE Transactions on Image Processing, 26 (4). pp. 1979-1991. doi:10.1109/TIP.2017.2666042

Azhar, Faisal and Li, Chang-Tsun (2017) Hierarchical relaxed partitioning system for activity recognition. IEEE Transactions on Cybernetics, 47 (3). pp. 784-795. doi:10.1109/TCYB.2016.2526970

2016

Lin, Xufeng and Li, Chang-Tsun (2016) Enhancing sensor pattern noise via filtering distortion removal. IEEE Signal Processing Letters, 23 (3). 381 -385. doi:10.1109/LSP.2016.2521349

Lin, Xufeng and Li, Chang-Tsun (2016) Preprocessing reference sensor pattern noise via spectrum equalization. IEEE Transactions on Information Forensics and Security, 11 (1). pp. 126-140. doi:10.1109/TIFS.2015.2478748

2015

Li, Ruizhe, Li, Chang-Tsun and Guan, Yu (2015) Incremental updating feature extracion for camera identification. In: IEEE International Conference on Image Processing (ICIP), Quebec City, Canada, 27-30 Sep 2015. Published in: 10.1109/ICIP.2015.7350813 pp. 324-328.

Jia, Ning, Sanchez Silva, Victor, Li, Chang-Tsun and Mansour, Hassan (2015) On reducing the effect of silhouette quality on Iindividual gait recognition : a feature fusion approach. In: 14th International Conference of the Biometrics Special Interest Group (BIOSIG) , Darmstadt, Germany, 09-11 Sep 2015. Published in: 14th International Conference of the Biometrics Special Interest Group (BIOSIG)

Hu, Yongjian, Li, Chang-Tsun and Lai, Zhimao (2015) Fast source camera identification using matching signs between query and reference fingerprints. Multimedia Tools and Applications, 74 (18). pp. 7405-7428. doi:10.1007/s11042-014-1985-3

Wei, Xingjie, Banafshe, Arbab-Zavar, Bustard, John D., Nixon, Mark S. and Li, Chang-Tsun (2015) On forensic use of biometrics. In: Ho, Anthony T. S. and Li, Shujun, (eds.) Handbook of Digital Forensics of Multimedia Data and Devices. Hoboken [Piscataqay, New Jersey]: Wiley ; IEEE Xplore,. ISBN 9781118640500

Li, Ruizhe, Kotropoulos, C., Li, Chang-Tsun and Guan, Yu (2015) Random subspace method for aource camera identification. In: IEEE International Workshop on Machine Learning for Signal Processing (MLSP'15), Boston, USA, 17-20 Sept 2015. Published in: 2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP)

Guan, Yu, Li, Chang-Tsun and Roli, Fabio (2015) On reducing the effect of covariate factors in gait recognition : a classifier ensemble method. IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 37 (Number 99). pp. 1521-1528. doi:10.1109/TPAMI.2014.2366766

Li, Ruizhe, Li, Chang-Tsun and Guan, Yu (2015) A compact representation of sensor fingerprint for camera identification and fingerprint matching. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), South Brisbane, QLD, 19-24 Apr 2015. Published in: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015) doi:10.1109/ICASSP.2015.7178276

Li, Ruizhe, Kotropoulos, Constantine, Li, Chang-Tsun and Guan, Yu (2015) Random subspace method for source camera identification. In: 2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP), Boston, MA, 17-20 Sep 2015. Published in: 2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP) pp. 1-5. doi:10.1109/MLSP.2015.7324339

Jia, Ning, Sanchez Silva, Victor, Li, Chang-Tsun and Mansour, Hassan (2015) The influence of segmentation on individual gait recognition. In: 7th IEEE International Workshop on Information Forensics and Security (WIFS) 2015, Roma Tre University, Italy, 16-19 Nov 2015. Published in: 2015 IEEE International Workshop on Information Forensics and Security (WIFS), pp. 1-6. doi:10.1109/WIFS.2015.7368563

2014

Wei, Xingjie, Li, Chang-Tsun, Lei, Zhen, Yi, Dong and Li, S. Z. (2014) Dynamic image-to-class warping for occluded face recognition. IEEE Transactions on Information Forensics and Security, Volume 9 (Number 12). pp. 2035-2050. doi:10.1109/TIFS.2014.2359632

Guan, Yu, Wei, Xingjie, Li, Chang-Tsun and Keller, Yosi (2014) People identification and tracking through fusion of facial and gait features. In: Cantoni, V. and Dimov, Dimo and Tistarelli, Massimo, 1962-, (eds.) Biometric Authentication : First International Workshop, BIOMET 2014, Sofia, Bulgaria, June 23-24, 2014. Revised Selected Papers. Lecture Notes in Computer Science . Springer International Publishing, pp. 209-221. ISBN 9783319133850

Guan, Yu, Tistarelli, Massimo, Sun, Yunlian and Li, Chang-Tsun (2014) Human gait identification from extremely low-quality videos : an enhanced classifier ensemble method. IET Biometrics, Volume 3 (Number 2). pp. 84-93. doi:10.1049/iet-bmt.2013.0062

Lin, Xufeng, Wei, Xingjie and Li, Chang-Tsun (2014) Two improved forensic methods of detecting contrast enhancement in digital images. In: Media Watermarking, Security, and Forensics 2014, San Francisco, California, 2 Feb 2014. Published in: Proceedings of Media Watermarking, Security, and Forensics , Volume 9028 ISSN 0277-786X. doi:10.1117/12.2038644

Li, Ruizhe, Li, Chang-Tsun and Guan, Yu (2014) A reference estimator based on composite sensor pattern noise for source device identification. In: Media Watermarking, Security, and Forensics 2014, San Francisco, California, USA, 2 Feb 2014. Published in: Media Watermarking, Security, and Forensics, Volume 9028 ISBN 9780819499455. ISSN 0277-786X. doi:10.1117/12.2038651

Khadidos, Alaa, Sanchez Silva, Victor and Li, Chang-Tsun (2014) Active contours based on weighted gradient vector flow and balloon forces for medical image segmentation. In: IEEE International Conference on Image Processing (ICIP 2014), Paris, France, 27-30 Oct 2014. Published in: 2014 IEEE International Conference on Image Processing (ICIP) pp. 902-906. doi:10.1109/ICIP.2014.7025181

Khadidos, Alaa, Sanchez Silva, Victor and Li, Chang-Tsun (2014) Active contours with weighted external forces for medical image segmentation. In: 18th Annual Conference in Medical Image Understanding and Analysis (MIUA2014), UK, London, 9-11 Jul 2014

Mouhtaropoulos, Antonis, Li, Chang-Tsun and Grobler, Marthie (2014) Digital forensic readiness : are we there yet? Journal of International Commercial Law and Technology, Volume 9 (Number 3). pp. 173-179.

Guan, Yu, Wei, Xingjie and Li, Chang-Tsun (2014) On the generalization power of face and gait in gender recognition. International Journal of Digital Crime and Forensics, Volume 6 (Number 1). doi:10.4018/ijdcf.2014010101

Li, Ruizhe, Guan, Yu and Li, Chang-Tsun (2014) PCA-based denoising of sensor pattern noise for source camera identification. In: 2014 IEEE China Summit & International Conference on Signal and Information Processing, Xi'an, China, 9-13 Jul 2014. Published in: 2014 IEEE China Summit & International Conference on Signal and Information Processing (ChinaSIP) pp. 436-440. doi:10.1109/ChinaSIP.2014.6889280

Leyva, Roberto, Sanchez Silva, Victor and Li, Chang-Tsun (2014) Video anomaly detection based on wake motion descriptors and perspective grids. In: 2014 IEEE International Workshop on Information Forensics and Security (WIFS), Atlanta, Georgia, 3-5 Dec 2014. Published in: 2014 IEEE International Workshop on Information Forensics and Security (WIFS) pp. 209-214. doi:10.1109/WIFS.2014.7084329

2013

Lin, Xufeng, Li, Chang-Tsun and Hu, Yongjian (2013) Exposing image forgery through detecting contrast enhancement. In: 20th IEEE International Conference on Image Processing (2013), Melbourne, Australia, 15-18 Sep 2013. Published in: 2013 IEEE International Conference on Image Processing : ICIP 2013 : Proceedings pp. 4467-4471.

Mouhtaropoulos, Antonis, Dimotikalis, Panagiotis and Li, Chang-Tsun (2013) Applying a digital forensic readiness framework : three case studies. In: IEEE International Conference on Technologies for Homeland Security (HST), Waltham, MA, 12-14 Nov 2013. Published in: 2013 IEEE International Conference on Technologies for Homeland Security (HST) pp. 217-223. ISBN 9781479939633. doi:10.1109/THS.2013.6699003

Guan, Yu, Wei, Xingjie, Li, Chang-Tsun, Marcialis, Gian Luca, Roli, Fabio and Tistarelli, Massimo (2013) Combining gait and face for tackling the elapsed time challenges. In: 2013 IEEE Sixth International Conference on Biometrics: Theory, Applications and Systems (BTAS), Arlington, USA, 29 Sept - 2 Oct 2013. Published in: 2013 IEEE Sixth International Conference on Biometrics: Theory, Applications and Systems (BTAS) pp. 1-8. doi:10.1109/BTAS.2013.6712749

Wei, Xingjie, Li, Chang-Tsun and Hu, Yongjian (2013) Face recognition with occlusion using dynamic image-to-class warping (DICW). In: IEEE International Conference on Automatic Face and Gesture Recognition (FG), Shanghai, China, 22-26 April 2013. Published in: 2013 10th IEEE International Conference and workshops on Automatic Face and Gesture Recognition (FG) pp. 1-6. ISBN 9781467355452. doi:10.1109/FG.2013.6553747

Wei, Xingjie and Li, Chang-Tsun (2013) Fixation and saccade based face recognition from single image per person with various occlusions and expressions. In: 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshop on Biometrics (CVPRW'13), Portland, USA, 23-28 June 2013. Published in: 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshop on Biometrics (CVPRW'13) pp. 70-75. doi:10.1109/CVPRW.2013.18

Yao, Yi and Li, Chang-Tsun (2013) Hand gesture segmentation in uncontrolled environments with partition matrix and a spotting scheme based on hidden conditional random field. In: Asian Conference on Pattern Recognition (ACPR 2013), Naha, Japan, 5-8 Nov 2013. Published in: 2nd IAPR Asian Conference on Pattern Recognition (ACPR), 2013 pp. 842-846. doi:10.1109/ACPR.2013.153

Yao, Yi and Li, Chang-Tsun (2013) Real-time hand gesture recognition for uncontrolled environments using adaptive SURF tracking and hidden conditional random fields. In: Bebis, George, (ed.) Advances in Visual Computing : 9th International Symposium, ISVC 2013, Rethymnon, Crete, Greece, July 29-31, 2013. Proceedings, Part II. Lecture Notes in Computer Science (Number 8034). Berlin: Springer, pp. 542-551. ISBN 9783642419386

Wei, Xingjie, Li, Chang-Tsun and Hu, Yongjian (2013) Robust face recognition with occlusions in both reference and query images. In: 2013 International Workshop on Biometrics and Forensics (IWBF), Lisbon, Portugal , 4-5 April 2013. Published in: 2013 International Workshop on Biometrics and Forensics (IWBF) pp. 1-4. ISBN 9781467349871. doi:10.1109/IWBF.2013.6547305

Guan, Yu, Li, Chang-Tsun and Choudhury, Sruti Das (2013) Robust gait recognition from extremely low frame-rate videos. In: 2013 International Workshop on Biometrics and Forensics (IWBF), Lisbon, Portugal, 4-5 Apr 2013 pp. 1-4. ISBN 9781467349871. doi:10.1109/IWBF.2013.6547319

Yao, Yi and Li, Chang-Tsun (2013) A framework for real-time hand gesture recognition in uncontrolled environments with partition matrix model based on hidden conditional random fields. In: IEEE International Conference on Systems, Man, and Cybernetics 2013, Manchester, UK, 13-16 Oct 2013. Published in: 2013 IEEE International Conference on Systems, Man, and Cybernetics (SMC) pp. 1205-1210. doi:10.1109/SMC.2013.209

Guan, Yu and Li, Chang-Tsun (2013) A robust speed-invariant gait recognition system for walker and runner identification. In: 2013 International Conference on Biometrics (ICB), Madrid, Spain, 4-7 Jun 2013. Published in: Proceedings : 2013 International Conference on Biometrics (ICB) pp. 1-8. doi:10.1109/ICB.2013.6612965

2012

Guan, Yu, Li, Chang-Tsun and Hu, Yongjian (2012) An adaptive system for gait recognition in multi-view environments. In: 14th ACM Workshop on Multimedia and Security, Coventry, UK, 6-7 Sept 2012. Published in: MM&Sec '12 Proceedings of the on Multimedia and security pp. 139-144. ISBN 9781450314176. doi:10.1145/2361407.2361431

Guan, Yu, Li, Chang-Tsun and Hu, Yongjian (2012) Gait recognition under carrying condition : a static dynamic fusion method. In: Optics, Photonics, and Digital Technologies for Multimedia Applications II, Brussels, Belgium, 17 April, 2012. Published in: Proceedings of SPIE, Vol.8436 84360W. ISSN 0277786X. doi:10.1117/12.922492

Li, Chang-Tsun and Li, Yue (2012) 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. doi:10.1109/TCSVT.2011.2160750

Li, Chang-Tsun and Satta, R. (2012) Empirical investigation into the correlation between vignetting effect and the quality of sensor pattern noise. IET Computer Vision, Volume 6 (Number 6). pp. 560-566. doi:10.1049/iet-cvi.2012.0044

Hu, Yongjian, Li, Chang-Tsun, Lai, Zhimao and Zhang, Shangfan (2012) Fast camera fingerprint search algorithm for source camera identification. In: 5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012, Rome, Italy, 2-4 May 2012. Published in: 5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012 (Article number 6217842). pp. 1-5. ISBN 9781467302760. doi:10.1109/ISCCSP.2012.6217842

Yao, Yi and Li, Chang-Tsun (2012) Hand posture recognition using SURF with adaptive boosting. In: British Machine Vision Conference (BMVC), Guildford, United Kingdom, 3-7 Sep 2012. Published in: Electronic Proceedings of the British Machine Vision Conference pp. 1-10.

Li, Chang-Tsun and Li, Yue (2012) Histogram preserving QIM-based watermarking. University of Warwick. Department of Computer Science. (Unpublished)

Li, Chang-Tsun and Yuan, Xiang (2012) Indexing images of buildings based on geometrical invariant Hough descriptors. University of Warwick. Department of Computer Science. (Department of Computer Science Technical report). (Unpublished)

Guan, Yu, Li, Chang-Tsun and Hu, Yongjian (2012) Random subspace method for gait recognition. In: IEEE International Conference on Multimedia and Expo Workshops (ICMEW), Melbourne, Australia, 9-13 Jul 2012 . Published in: Proceedings of the 2012 international conference on multimedia and expo workshops pp. 284-289. ISBN 9780769547299. doi:10.1109/ICMEW.2012.55

Guan, Yu, Li, Chang-Tsun and Hu, Yongjian (2012) Robust clothing-invariant gait recognition. In: IIH-MSP 2012: 2012 Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Piraeus, Greece, 18-20 Jul 2012. Published in: Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2012 Eighth International Conference on pp. 321-324. ISBN 9781467317412. doi:10.1109/IIH-MSP.2012.85

Wei, Xingjie, Li, Chang-Tsun and Hu, Yongjian (2012) Robust face recognition under varying illumination and occlusion considering structured sparsity. In: 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA), Fremantle, Western Austraila, 3-5 Dec 2012. Published in: 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA) pp. 1-7. ISBN 9781467321808. doi:10.1109/DICTA.2012.6411704

Bravo-Solorio, S., Li, Chang-Tsun and Nandi, A. K. (2012) Watermarking method with exact self-propagating restoration capabilities. In: 2012 IEEE International Workshop on Information Forensics and Security (WIFS) , Tenerife, Spain, 2-5 Dec 2012. Published in: Proceedings of the 2012 IEEE International Workshop on Information Forensics and Security (WIFS) pp. 217-222. ISBN 9781467322850. doi:10.1109/WIFS.2012.6412652

Bravo-Solorio, S., Li, Chang-Tsun and Nandi, A. K. (2012) Watermarking with lowembedding distortion and self-propagating restoration capabilities. In: 19th IEEE International Conference on Image Processing (ICIP), 2012, Orlando, Florida, USA, 30 Sep - 3 Oct 2012. Published in: Image Processing (ICIP) pp. 2197-2200. doi:10.1109/ICIP.2012.6467330

Hu, Yongjian, Li, Chang-Tsun, Lin, Xufeng and Liu, Bei-bei (2012) An improved algorithm for camera model identification using inter-channel demosaicking traces. In: IIH-MSP 2012: 2012 Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Piraeus, Greece, 18-20 July. Published in: Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2012 Eighth International Conference on pp. 325-330. ISBN 9781467317412. doi:10.1109/IIH-MSP.2012.85

2011

Hu, Yongjian, Li, Chang-Tsun, Zhou, Changhui and Lin, Xufeng (2011) Source camera identification issues : forensic features selection and robustness. International Journal of Digital Crime and Forensics, Vol.3 (No.4). pp. 1-15. doi:10.4018/jdcf.2011100101

Mouhtaropoulos, Antonis, Grobler, Marthie and Li, Chang-Tsun (2011) Digital forensic readiness : an insight into governmental and academic initiatives. In: 2011 European Intelligence and Security Informatics Conference, Athens, Greece, 12th-14th September 2011 pp. 191-196. doi:10.1109/EISIC.2011.30

Yuan, Yinyin, Li, Chang-Tsun and Windram, Oliver P. (2011) Directed partial correlation : inferring large-scale gene regulatory network through induced topology disruptions. PL o S One, Vol.6 (No.4). doi:10.1371/journal.pone.0016835

Li, Chang-Tsun, Li, Yue and Wei, Chia-Hung (2011) Protection of digital mammograms on PACSs using data hiding techniques. In: Chang-Tsun, Li and Ho, Anthony T. S., (eds.) New Technologies for Digital Crime and Forensics : Devices, Applications, and Software. I G I Global, pp. 177-189. ISBN 9781609605155

2010

Hu, Yongjian and Li, Chang-Tsun (2010) Selecting forensic features for robust source camera identification. In: International Computer Symposium 2010, Tainan, Taiwan, 16-18 Dec, 2010 doi:10.1109/COMPSYM.2010.5685458

Peng, Fei, Guo, Re-Si, Li, Chang-Tsun and Long, Min (2010) A semi-fragile watermarking algorithm for authenticating 2D CAD engineering graphics based on log-polar transformation. Computer-Aided Design, Vol.42 (No.12). pp. 1207-1216. doi:10.1016/j.cad.2010.08.004

Li, Chang-Tsun (2010) Handbook of research on computational forensics, digital crime, and investigation : methods and solutions. Hershey: Information Science Reference. ISBN 9781605668369

Hu, Yongjian, Li, Chang-Tsun and Jian, Chao (2010) Building fingerprints with information from three color bands for source camera identification. In: MiFor '10 - 2nd ACM workshop on Multimedia in forensics, security and intelligence, Firenze, Italy, 25-29 Oct 2010. Published in: MiFor '10 Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence pp. 111-116. ISBN 9781450301572. doi:10.1145/1877972.1878001

Li, Chang-Tsun (2010) A conditional random field approach to unsupervised texture image segmentation. Eurasip Journal on Advances in Signal Processing, Volume 2010 (Number 1). Article number 167942. doi:10.1155/2010/167942

Hu, Yongjian, Jian, C. and Li, Chang-Tsun (2010) Using improved imaging sensor or pattern noise for source camera identification. In: IEEE International Conference on Multimedia and Expo, Singapore, 19-23 July 2010. Published in: 2010 IEEE International Conference on Multimedia and Expo (ICME) pp. 1481-1486. ISBN 9781424474912. ISSN 1945-7871.

Li, Chang-Tsun (2010) Source camera identification using enhanced sensor pattern noise. IEEE Transactions on Information Forensics and Security, Vol.5 (No.2). pp. 280-287. doi:10.1109/TIFS.2010.2046268

Krishna, Ritesh V., Li, Chang-Tsun and Buchanan-Wollaston, Vicky (2010) A temporal precedence based clustering method for gene expression microarray data. BMC Bioinformatics, Vol.11 . Article 68. doi:10.1186/1471-2105-11-68

Li, Chang-Tsun and Li, Yue (2010) Digital camera identification using colour-decoupled photo response non-uniformity noise pattern. In: International Symposium on Circuits and Systems Nano-Bio Circuit Fabrics and Systems (ISCAS 2010), Paris, France, 30 May - 02 Jun 2010 . Published in: IEEE International Symposium on Circuits and Systems. Proceedings pp. 3052-3055. ISSN 0271-4302. doi:10.1109/ISCAS.2010.5537994

Li, Chang-Tsun, Chang, Chih-Yuan and Li, Yue (2010) On the repudiability of device identification and image integrity verification using sensor pattern noise. In: Weerasinghe, Dasun, (ed.) Information Security and Digital Forensics. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Volume 41 . Springer Berlin Heidelberg, pp. 19-25. ISBN 9783642115295

Rawlinson, T., Bhalerao, Abhir and Wang, L. (2010) Principles and methods for face recognition and face modelling. In: Li, Chang-Tsun, (ed.) Handbook of research on computational forensics, digital crime and investigation : methods and solutions. IGI Global, pp. 53-78. ISBN 9781605668369

Li, Chang-Tsun and Li, Yue (2010) Progressive exponential clustering-based steganography. Eurasip Journal on Advances in Signal Processing, Volume 2010 (Number 1). Article number 212517. doi:10.1155/2010/212517

Li, Chang-Tsun (2010) Unsupervised classification of digital images using enhanced sensor pattern noise. In: International Symposium on Circuits and Systems Nano-Bio Circuit Fabrics and Systems (ISCAS 2010), Paris, France, 30 May - 02 Jun 2010 . Published in: IEEE International Symposium on Circuits and Systems. Proceedings pp. 3429-3432. ISSN 0271-4302. doi:10.1109/ISCAS.2010.5537850

2009

Yang, Y. (Ying), Sun, Xingming, Yang, Hengfu, Li, Chang-Tsun and Xiao, R. (Rong) (2009) A contrast-sensitive reversible visible image watermarking technique. IEEE Transactions on Circuits and Systems for Video Technology, Vol.19 (No.5). pp. 656-667. doi:10.1109/TCSVT.2009.2017401

Wei, Chia-Hung, Li, Yue, Chau, Wing-Yin and Li, Chang-Tsun (2009) Trademark image retrieval using synthetic features for describing global shape and interior structure. Pattern Recognition, Vol.42 (No.3). pp. 386-394. doi:10.1016/j.patcog.2008.08.019

Chamlawi, Rafiullah, Li, Chang-Tsun, Usman, Imran and Khan, Asifullah (2009) Authentication and recovery of digital images: potential application in video surveillance and remote sensing. In: 27th IEEE International Conference on Consumer Electronics, Las Vegas, NV, January 10-14, 2009. Published in: 2009 IEEE International Conference on Consumer Electronics pp. 421-422. ISBN 978-1-4244-4701-5. doi:10.1109/ICCE.2009.5012340

Wei, C. H. and Li, Chang-Tsun (2009) Content analysis from user's relevance feedback for content-based image retrieval. In: Ma, Zongmin, (ed.) Artificial Intelligence for Maximizing Content Based Image Retrieval. IGI Global, pp. 216-234. ISBN 9781605661759

Wei, Chia-Hung, Li, Chang-Tsun and Li, Yue (2009) Content-based retrieval for mammograms. In: Ma, Zongmin, (ed.) Artificial Intelligence for Maximizing Content Based Image Retrieval. IGI Global, pp. 315-341. ISBN 9781605661742

Li, Yue and Li, Chang-Tsun (2009) Decomposed photo response non-uniformity for digital forensic analysis. In: Sorell, Matthew, (ed.) Forensics in Telecommunications, Information and Multimedia. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Volume 8 . Springer Berlin Heidelberg, pp. 166-172. ISBN 9783642023118

Li, Chang-Tsun (2009) Detection of block artifacts for digital forensic analysis. In: Sorell, Matthew, (ed.) Forensics in Telecommunications, Information and Multimedia. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Volume 8 . Springer Berlin Heidelberg, pp. 173-178. ISBN 9783642023118

Yuan, Yinyin and Li, Chang-Tsun (2009) Inferring causal relations from multivariate time series : a fast method for large-scale gene expression data. In: BioInformatics and BioEngineering (BIBE), 2009 Ninth IEEE International Conference on, Tʻai-chung shih (Taiwan), 2009 pp. 92-99. doi:10.1109/BIBE.2009.8

Krishna, Ritesh, Li, Chang-Tsun and Buchanan-Wollaston, Vicky (2009) Interaction based functional clustering of genomic data. In: 9th IEEE International Conference on BioInformatics and BioEngineering, Taichung, Taiwan, 22-24 June 2009. Published in: 2009 9th IEEE International Conference on Bioinformatics and Bioengineering pp. 130-137. ISBN 978-1-4244-4294-2. doi:10.1109/BIBE.2009.28

Li, Chang-Tsun and Li, Yue (2009) Medical images authentication through repetitive index modulation based watermarking. International Journal of Digital Crime and Forensics, Volume 1 (Number 4). pp. 32-39. doi:10.4018/jdcf.2009062403

Li, Chang-Tsun, Li, Yue and Wei, Chia-Hung (2009) Protection of digital mammograms on PACSs using data hiding techniques. International Journal of Digital Crime and Forensics, Volume 1 (Number 1). pp. 75-88. doi:10.4018/jdcf.2009010105

Li, Chang-Tsun (2009) Source camera identification using enhanced sensor pattern noise. In: 16th IEEE International Conference on Image Processing, Cairo, Egypt, November 07-10, 2009. Published in: 2009 16th IEEE International Conference in Image Procesing, Vols. 1-6 pp. 1493-1496. ISBN 978-1-4244-5653-6. doi:10.1109/ICIP.2009.5414615

Peng, Fei, Lei, Yu-Zhou, Li, Chang-Tsun and Li, Yue (2009) A reversible watermarking scheme for 2D engineering graphics based on improved quantisation index modulation. In: 3rd International Conference on Imaging for Crime Detection and Prevention, London, UK, 3 Dec 2009. Published in: 3rd International Conference on Crime Detection and Prevention (ICDP 2009) pp. 1-6. doi:10.1049/ic.2009.0232

2008

Li, Chang-Tsun, Yuan, Yinyin and Wilson, Roland (2008) An unsupervised conditional random fields approach for clustering gene expression time series. Bioinformatics, Volume 24 (Number 21). pp. 2467-2473. doi:10.1093/bioinformatics/btn375

Yuan, Yinyin and Li, Chang-Tsun (2008) A Bayes random field approach for integrative large-scale regulatory network analysis. Journal of Integrative Bioinformatics, Vol.5 (No.2). doi:10.2390/biecoll-jib-2008-99

Yang, Ying, Sun, Xingming, Yang, Hengfu and Li, Chang-Tsun (2008) Removable visible image watermarking algorithm in the discrete cosine transform domain. Journal of Electronic Imaging, Volume 17 (Number 3). doi:10.1117/1.2952843

Li, Chang-Tsun (2008) Multimedia forensics and security. Hershey, USA : IGI Global. ISBN 9781599048697

Yuan, Yinyin, Li, Chang-Tsun and Wilson, Roland (2008) Partial mixture model for tight clustering of gene expression time-course. BMC Bioinformatics, Vol.9 (No.287). doi:10.1186/1471-2105-9-287

Yuan, Xiang and Li, Chang-Tsun (2008) CBIR approach to building image retrieval based on invariant characteristics in Hough domain. In: 33rd IEEE International Conference on Acoustics, Speech and Signal Processing, Las Vegas, NV, Mar 31-Apr 04, 2008. Published in: IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings, Volume 1-12 pp. 1209-1212. ISBN 9781424414833. ISSN 1520-6149. doi:10.1109/ICASSP.2008.4517833

Sun, Xingming, Liu, Yuling, Liu, Yongping and Li, Chang-Tsun (2008) MIMIC-PPT : mimicking-based steganography for Microsoft PowerPoint document. Information Technology Journal, Volume 7 (Number 4). pp. 654-660. doi:10.3923/itj.2008.654.660

Yuan, Yinyin and Li, Chang-Tsun (2008) Probabilistic framework for gene expression clustering validation based on Gene Ontology and graph theory. In: 33rd IEEE International Conference on Acoustics, Speech and Signal Processing, Las Vegas, NV, Mar 30-Apr 04, 2008. Published in: IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings, Vol.1-12 pp. 625-628. ISBN 978-1-4244-1483-3. ISSN 1520-6149. doi:10.1109/ICASSP.2008.4517687

Li, Chang-Tsun and Li, Yue (2008) Random index modulation based fragile watermarking scheme for authenticating colour images. In: 4th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Harbin, China, Aug 15-17 2008. Published in: Proceedings of the 4th International Conference on Intelligent Information Hiding and Multimedia Signal Processing pp. 16-19. ISBN 9780769532783. doi:10.1109/IIH-MSP.2008.329

2007

Li, Chang-Tsun and Anand, Sarabjot Singh (2007) DIVA : A variance-based clustering approach for multi-type relational data. In: Proceedings of the 16th ACM Conference on Conference on Information and Knowledge Management (CIKM'07), Lisbon, Portual, 6-9 Nov 2007. Published in: Proceedings of the 16th ACM Conference on Conference on Information and Knowledge Management (CIKM'07) pp. 147-156. ISBN 9781595938039. doi:10.1145/1321440.1321463

Li, Chang-Tsun and Si, Huayin (2007) Wavelet-based fragile watermarking scheme for image authentication. Journal of Electronic Imaging, Volume 16 (Number 1). Article number 013009. doi:10.1117/1.2712445

Li, Chang-Tsun and Wilson, Roland (2007) Unsupervised learning and clustering using a random field approach. University of Warwick. Department of Computer Science. (Unpublished)

Wei, Chia-Hung, Li, Yue and Li, Chang-Tsun (2007) Effective extraction of Gabor features for adaptive mammogram retrieval. In: IEEE International Conference on Multimedia and Expo (ICME 2007), Beijing, China, 2-5, Jul 2007. Published in: 2007 IEEE International Conference on Multimedia and Expo pp. 1503-1506. ISBN 9781424410163.

Yuan, Yinyin, Li, Chang-Tsun and Yang, JY (2007) Partial mixture model for tight clustering in exploratory gene expression analysis. In: 7th IEEE International Conference on Bioinformatics and Bioengineering, Boston, USA, 14-17 Oct 2007. Published in: Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007. BIBE 2007. pp. 1061-1065. ISBN 9781424415090. doi:10.1109/BIBE.2007.4375689

Li, Chang-Tsun and Li, Yue (2007) Steganographic method for colour image using expandable progressive exponential clustering. In: IEEE International Conference on Digital Ecosystems and Technologies, Cairns, Australia, 21-23 Feb 2007. Published in: Inaugural IEEE-IES Digital EcoSystems and Technologies Conference, 2007. DEST '07 pp. 495-500. ISBN 9781424404674. doi:10.1109/DEST.2007.372027

Yuan, Yinyin and Li, Chang-Tsun (2007) Unsupervised clustering of gene expression time series with conditional random fields. In: IEEE International Conference on Digital Ecosystems and Technologies, Cairns, Australia, 21-23 Feb 2007. Published in: 2007 Inaugural IEEE-IES. Digital EcoSystems and Technologies Conference, pp. 59-64. ISBN 1424404673. doi:10.1109/DEST.2007.372040

2006

Li, Chang-Tsun and Yuan, Yinyin (2006) Digital watermarking scheme exploiting non-deterministic dependence for image authentication. Optical Engineering, Volume 45 (Number 12). Article number 127001. doi:10.1117/1.2402932

Wei, Chia-Hung and Li, Chang-Tsun (2006) Calcification descriptor and relevance feedback learning algorithms for content-based mammogram retrieval. In: 8th International Workshop on Digital Mammography, Manchester, ENGLAND, JUN 18-21, 2006. Published in: DIGITAL MAMMOGRAPHY, PROCEEDINGS, 4046 pp. 307-314. ISBN 3-540-35625-8. ISSN 0302-9743.

Wei, Chia-Hung and Li, Chang-Tsun (2006) Learning pathological characteristics from user's relevance feedback for content-based mammogram retrieval. In: 8th IEEE International Symposium on Multimedia, San Diego, CA, DEC 11-13, 2006. Published in: ISM 2006: EIGHTH IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA, PROCEEDINGS pp. 738-741. ISBN 978-0-7695-2746-8. doi:10.1109/ISM.2006.101

Wei, Chia-Hung and Li, Chang-Tsun (2006) A logistic regression approach to content-based mammogram retrieval. University of Warwick. Department of Computer Science. (Unpublished)

2005

Li, Chang-Tsun (2005) Reversible watermarking scheme with image-independent embedding capacity. IEE Proceedings - Vision, Image and Signal Processing, Volume 152 (Number 6). pp. 779-786. doi:10.1049/ip-vis:20045041

Lai, W. H. and Li, Chang-Tsun (2005) Detecting faces in color images. University of Warwick. Department of Computer Science. (Department of Computer Science Research report). (Unpublished)

2004

Li, Chang-Tsun (2004) Digital fragile watermarking scheme for authentication of JPEG images. Vision, Image and Signal Processing, IEE Proceedings , Volume 151 (Number 6). pp. 460-466. doi:10.1049/ip-vis:20040812

Li, Chang-Tsun (2004) Reversible watermarking scheme with image-independent embedding capacity. University of Warwick. Department of Computer Science. (Department of Computer Science research report). (Unpublished)

Wilson, Roland and Li, Chang-Tsun (2004) A class of discrete multiresolution random fields and its application to image segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 25 (Number 1). pp. 42-56.

2003

Li, Chang-Tsun and Chiao, R. (2003) Multiresolution genetic clustering algorithm for texture segmentation. Image and Vision Computing, Volume 21 (Number 11). pp. 955-966. doi:10.1016/S0262-8856(03)00120-3

Li, Chang-Tsun (2003) Multiresolution image segmentation integrating Gibbs sampler and region merging algorithm. Signal Processing: Image Communication, Volume 83 (Number 1). pp. 67-78. doi:10.1016/S0165-1684(02)00377-8

Li, Chang-Tsun, Der-Chyuan, L. and Liu, J.-L. (2003) Image integrity and authenticity verification via content-based watermarks and a public key cryptosystem. Journal of Chinese Institute of Electrical Engineering, Volume 10 (Number 1). pp. 99-106.

2001

Li, Chang-Tsun (2001) An approach to reducing the labeling cost of Markov random fields within an infinite label space. Signal Processing: Image Communication, Volume 81 (Number 3). pp. 609-620. doi:10.1016/S0165-1684(00)00235-8

2000

Li, Chang-Tsun, Lou, D. C. and Chen, T. H. (2000) Image authentication and integrity verification via content-based watermarks and a public key cryptosystem. In: IEEE International Conference on Image processing, Vancouver, Canada, 10-13 Sep 2000

Li, Chang-Tsun (2000) Image segmentation based on a multiresolution MRF framework and stochastic relaxation. In: 4th Asian Conference on Computer Vision, Taipei, Taiwan, Jan 2000

1999

Wilson, Roland and Li, Chang-Tsun (1999) Multiresolution random fields and their application to image analysis. University of Warwick. Department of Computer Science. (Department of Computer Science research report). (Unpublished)

1998

Li, Chang-Tsun (1998) Unsupervised texture segmentation using multiresolution Markov random fields. PhD thesis, University of Warwick.

1997

Li, Chang-Tsun and Wilson, Roland (1997) Textured image segmentation using multiresolution Markov random fields and a two-component texture model. University of Warwick. Department of Computer Science. (Department of Computer Science research report). (Unpublished)

Li, Chang-Tsun and Wilson, Roland (1997) Textured image segmentation using multiresolution Markov random fields and a two-component texture model. In: 10th Scandinavian Conference on Image Analysis - Across the Borders: Future Directions in Image Analysis (SCIA 97), Lappeenranta, Finland, 09-11 Jun 1997. Published in: SCIA '97 - Proceedings of the 10th scandinavian conference on image analysis, vols 1 and 2 pp. 425-430. ISBN 9789517641456.

1995

Li, Chang-Tsun and Wilson, Roland (1995) Image segmentation using multiresolution Fourier transform. University of Warwick. Department of Computer Science. (Department of Computer Science research report).