Computer Vision Enabled Multimedia Forensics and People Identification

Deliverables

Four summer schools organised by the Consortium
Four conferences or workshops

40 scientific papers on people identification in international journals, conference proceedings or book chapters
40 scientific papers on multimedia forensics in international journals, conference proceedings or book chapters
One special journal issue
Four editions of project brochure
One edited book

Project video
Project web site

Publications

Deceiving faces: When plastic surgery challenges face recognition

Author(s): Michele Nappi, Stefano Ricciardi, Massimo Tistarelli
Published in: Image and Vision Computing, Issue 54, 2016, Page(s) 71-82, ISSN 0262-8856
Publisher: Elsevier BV
DOI: 10.1016/j.imavis.2016.08.012

Videos versus still images: Asymmetric sensor pattern noise comparison on mobile phones

Author(s): Chiara Galdi, Frank Hartung, Jean-Luc Dugelay
Published in: Electronic Imaging, Issue 2017/7, 2017, Page(s) 100-103, ISSN 2470-1173
Publisher: Society for Imaging Science and Technology
DOI: 10.2352/ISSN.2470-1173.2017.7.MWSF-331

Modelling and developing conflict-aware scheduling on large-scale data centres

Author(s): Bin Wang, Chao Chen, Ligang He, Bo Gao, Jiadong Ren, Zhangjie Fu, Songling Fu, Yongjian Hu, Chang-Tsun Li
Published in: Future Generation Computer Systems, 2017, ISSN 0167-739X
Publisher: Elsevier BV
DOI: 10.1016/j.future.2017.07.043

A fast source-oriented image clustering method for digital forensics

Author(s): Chang-Tsun Li, Xufeng Lin
Published in: EURASIP Journal on Image and Video Processing, Issue 2017/1, 2017, ISSN 1687-5281
Publisher: EURASIP
DOI: 10.1186/s13640-017-0217-y

WolfPath: Accelerating Iterative Traversing-Based Graph Processing Algorithms on GPU

Author(s): Huanzhou Zhu, Ligang He, Songling Fu, Rui Li, Xie Han, Zhangjie Fu, Yongjian Hu, Chang-Tsun Li
Published in: International Journal of Parallel Programming, 2017, ISSN 0885-7458
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10766-017-0533-y

Detection of Face Morphing Attacks Based on PRNU Analysis

Author(s): Ulrich Scherhag, Luca Debiasi, Christian Rathgeb, Christoph Busch, Andreas Uhl
Published in: IEEE Transactions on Biometrics, Behavior, and Identity Science, Issue 1/4, 2019, Page(s) 302-317, ISSN 2637-6407
Publisher: IEEE
DOI: 10.1109/tbiom.2019.2942395

Finger Vein Template Protection based on Alignment-Robust Feature Description and Index-of-Maximum Hashing

Author(s): Simon Kirchgasser, Christof Kauba, Yen-Lung Lai, Jin Zhe, Andreas Uhl
Published in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2020, Page(s) 1-1, ISSN 2637-6407
Publisher: IEEE
DOI: 10.1109/tbiom.2020.2981673

Privacy-Preserving Reversible Information Hiding Based on Arithmetic of Quadratic Residues

Author(s): Ching-Chun Chang, Chang-Tsun Li, Kaimeng Chen
Published in: IEEE Access, Issue 7, 2019, Page(s) 54117-54132, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2908924

Auto-Zooming CNN-Based Framework for Real-Time Pedestrian Detection in Outdoor Surveillance Videos

Author(s): Saghir Alfasly, Beibei Liu, Yongjian Hu, Yufei Wang, Chang-Tsun Li
Published in: IEEE Access, Issue 7, 2019, Page(s) 105816-105826, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2931915

Social Network Identification Through Image Classification With CNN

Author(s): Irene Amerini, Chang-Tsun Li, Roberto Caldelli
Published in: IEEE Access, Issue 7, 2019, Page(s) 35264-35273, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2903876

Matrix Factorization With Rating Completion: An Enhanced SVD Model for Collaborative Filtering Recommender Systems

Author(s): Xin Guan, Chang-Tsun Li, Yu Guan
Published in: IEEE Access, Issue 5, 2017, Page(s) 27668-27678, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2017.2772226

Preprocessing Reference Sensor Pattern Noise via Spectrum Equalization

Author(s): Xufeng Lin, Chang-Tsun Li
Published in: IEEE Transactions on Information Forensics and Security, Issue 11/1, 2016, Page(s) 126-140, ISSN 1556-6013
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2015.2478748

Contention-aware prediction for performance impact of task co-running in multicore computers

Author(s): Shenyuan Ren, Ligang He, Junyu Li, Zhiyan Chen, Peng Jiang, Chang-Tsun Li
Published in: Wireless Networks, 2019, ISSN 1022-0038
Publisher: Baltzer Science Publishers B.V.
DOI: 10.1007/s11276-018-01902-7

Privacy-Aware Reversible Watermarking in Cloud Computing Environments

Author(s): Ching-Chun Chang, Chang-Tsun Li, Yun-Qing Shi
Published in: IEEE Access, Issue 6, 2018, Page(s) 70720-70733, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2018.2880904

Enhancing Sensor Pattern Noise via Filtering Distortion Removal

Author(s): Xufeng Lin, Chang-Tsun Li
Published in: IEEE Signal Processing Letters, Issue 23/3, 2016, Page(s) 381-385, ISSN 1070-9908
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lsp.2016.2521349

On view-invariant gait recognition: a feature selection solution

Author(s): Ning Jia, Victor Sanchez, Chang-Tsun Li
Published in: IET Biometrics, Issue 7/4, 2018, Page(s) 287-295, ISSN 2047-4938
Publisher: The Institution of Engineering and Technology
DOI: 10.1049/iet-bmt.2017.0151

Developing a pattern discovery method in time series data and its GPU acceleration

Author(s): Huanzhou Zhu ; Zhuoer Gu ; Haiming Zhao ; Keyang Chen ; Chang-Tsun Li ; Ligang He
Published in: Big Data Mining and Analytics, Issue 1/4, 2018, Page(s) 266-283, ISSN 2096-0654
Publisher: TUP
DOI: 10.26599/bdma.2018.9020021

IEEE Access Special Section Editorial: Visual Surveillance and Biometrics: Practices, Challenges, and Possibilities

Author(s): Sambit Bakshi, Guodong Guo, Hugo Proenca, Massimo Tistarelli
Published in: IEEE Access, Issue 7, 2019, Page(s) 137638-137641, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2940175

Compact and Low-Complexity Binary Feature Descriptor and Fisher Vectors for Video Analytics

Author(s): Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Published in: IEEE Transactions on Image Processing, Issue 28/12, 2019, Page(s) 6169-6184, ISSN 1057-7149
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tip.2019.2922826

Algebraic secret sharing using privacy homomorphisms for IoT-basedhealthcare systems

Author(s): Ching-Chun Chang, Chang-Tsun Li
Published in: Mathematical Biosciences and Engineering, Issue 16/5, 2019, Page(s) 3367-3381, ISSN 1551-0018
Publisher: AIMS Press
DOI: 10.3934/mbe.2019168

Video Anomaly Detection With Compact Feature Sets for Online Performance

Author(s): Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Published in: IEEE Transactions on Image Processing, Issue 26/7, 2017, Page(s) 3463-3478, ISSN 1057-7149
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tip.2017.2695105

Gait recognition based on the golden ratio

Author(s): Yaling Liang, Chang-Tsun Li, Yu Guan, Yongjian Hu
Published in: EURASIP Journal on Image and Video Processing, Issue 2016/1, 2016, ISSN 1687-5281
Publisher: Springer
DOI: 10.1186/s13640-016-0126-5

PRNU-based Detection of Facial Retouching

Author(s): [Christian Rathgeb, Angelika Botaljov, Fabian Stockhardt, Sergey Isadskiy, Luca Debiasi, Andreas Uhl, Christoph Busch
Published in: IET Biometrics, 2020, ISSN 2047-4938
Publisher: The Institution of Engineering and Technology

Exploring New Authentication Protocols for Sensitive Data Protection on Smartphones

Author(s): Chiara Galdi, Michele Nappi, Jean-Luc Dugelay, Yong Yu
Published in: IEEE Communications Magazine, Issue 56/1, 2018, Page(s) 136-142, ISSN 0163-6804
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.2017.1700342

JPEG-based scalable privacy protection and image data utility preservation

Author(s): Natacha Ruchaud, Jean-Luc Dugelay
Published in: IET Signal Processing, Issue 12/7, 2018, Page(s) 881-887, ISSN 1751-9675
Publisher: Institution of Engineering and Technology
DOI: 10.1049/iet-spr.2017.0413

Biometrics: In Search of Identity and Security (Q & A)

Author(s): Zahid Akhtar, Abdenour Hadid, Mark S. Nixon, Massimo Tistarelli, Jean-Luc Dugelay, Sebastien Marcel
Published in: IEEE MultiMedia, Issue 25/3, 2018, Page(s) 22-35, ISSN 1070-986X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/MMUL.2018.2873494

Inference of a Compact Representation of Sensor Fingerprint for Source Camera Identification

Author(s): Ruizhe Li, Chang-Tsun Li, Yu Guan
Published in: Pattern Recognition, 2017, ISSN 0031-3203
Publisher: Pergamon Press
DOI: 10.1016/j.patcog.2017.09.027

Accelerometer Dense Trajectories for Activity Recognition and People Identification

Author(s): Roberto Leyva, Geise Santos, Anderson Rocha, Victor Sanchez, Chang-Tsun Li
Published in: 2019 7th International Workshop on Biometrics and Forensics (IWBF), 2019, Page(s) 1-6, ISBN 978-1-7281-0622-9
Publisher: IEEE
DOI: 10.1109/iwbf.2019.8739218

A Multi-Task Learning CNN for Image Steganalysis

Author(s): Xiangyu Yu, Huabin Tan, Hui Liang, Chang-Tsun Li, Guangjun Liao
Published in: 2018 IEEE International Workshop on Information Forensics and Security (WIFS), 2018, Page(s) 1-7, ISBN 978-1-5386-6536-7
Publisher: IEEE
DOI: 10.1109/wifs.2018.8630766

Rotation-invariant Binary Representation of Sensor Pattern Noise for Source-Oriented Image and Video Clustering

Author(s): Xufeng Lin, Chang-Tsun Li
Published in: 2018 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2018, Page(s) 1-6, ISBN 978-1-5386-9294-3
Publisher: IEEE
DOI: 10.1109/avss.2018.8639161

PRNU-based Image Classification of Origin Social Network with CNN

Author(s): Roberto Caldelli, Irene Amerini, Chang Tsun Li
Published in: 2018 26th European Signal Processing Conference (EUSIPCO), 2018, Page(s) 1357-1361, ISBN 978-9-0827-9701-5
Publisher: IEEE
DOI: 10.23919/eusipco.2018.8553160

Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification

Author(s): S. Lin, C.-T. Li and A. Kot
Published in: 29th British Machine Vision Conference, 2018
Publisher: BVMA

Secure Secret Sharing in the Cloud

Author(s): Ching-Chun Chang, Chang-Tsun Li
Published in: 2017 IEEE International Symposium on Multimedia (ISM), 2017, Page(s) 358-361, ISBN 978-1-5386-2937-6
Publisher: IEEE
DOI: 10.1109/ism.2017.67

Active learning in multi-domain collaborative filtering recommender systems

Author(s): Xin Guan, Chang-Tsun Li, Yu Guan
Published in: Proceedings of the 33rd Annual ACM Symposium on Applied Computing - SAC '18, 2018, Page(s) 1351-1357, ISBN 9781-450351911
Publisher: ACM Press
DOI: 10.1145/3167132.3167277

Fast Detection of Abnormal Events in Videos with Binary Features

Author(s): Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Published in: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, Page(s) 1318-1322, ISBN 978-1-5386-4658-8
Publisher: IEEE
DOI: 10.1109/icassp.2018.8461759

End-to-End Correspondence and Relationship Learning of Mid-Level Deep Features for Person Re-Identification

Author(s): Shan Lin, Chang-Tsun Li
Published in: 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2017, Page(s) 1-6, ISBN 978-1-5386-2839-3
Publisher: IEEE
DOI: 10.1109/dicta.2017.8227426

Abnormal event detection in videos using binary features

Author(s): Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Published in: 2017 40th International Conference on Telecommunications and Signal Processing (TSP), 2017, Page(s) 621-625, ISBN 978-1-5090-3982-1
Publisher: IEEE
DOI: 10.1109/tsp.2017.8076061

Reversible data hiding in JPEG images based on adjustable padding

Author(s): Ching-Chun Chang, Chang-Tsun Li
Published in: 2017 5th International Workshop on Biometrics and Forensics (IWBF), 2017, Page(s) 1-6, ISBN 978-1-5090-5791-7
Publisher: IEEE
DOI: 10.1109/iwbf.2017.7935083

Fast and robust framework for view-invariant gait recognition

Author(s): Ning Jia, Chang-Tsun Li, Victor Sanchez, Alan Wee-Chung Liew
Published in: 2017 5th International Workshop on Biometrics and Forensics (IWBF), 2017, Page(s) 1-6, ISBN 978-1-5090-5791-7
Publisher: IEEE
DOI: 10.1109/iwbf.2017.7935092

The LV dataset: A realistic surveillance video dataset for abnormal event detection

Author(s): Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Published in: 2017 5th International Workshop on Biometrics and Forensics (IWBF), 2017, Page(s) 1-6, ISBN 978-1-5090-5791-7
Publisher: IEEE
DOI: 10.1109/iwbf.2017.7935096

Refining PRNU-based detection of image forgeries

Author(s): Xufeng Lin, Chang-Tsun Li
Published in: 2016 Digital Media Industry & Academic Forum (DMIAF), 2016, Page(s) 222-226, ISBN 978-1-5090-1000-4
Publisher: IEEE
DOI: 10.1109/dmiaf.2016.7574937

Forecasting Pedestrian Trajectory with Machine-Annotated Training Data

Author(s): Oily Styles, Arun Ross, Victor Sanchez
Published in: 2019 IEEE Intelligent Vehicles Symposium (IV), 2019, Page(s) 716-721, ISBN 978-1-7281-0560-4
Publisher: IEEE
DOI: 10.1109/ivs.2019.8814207

Multi-camera trajectory forecasting : pedestrian trajectory prediction in a network of cameras

Author(s): Styles, Olly, Guha, Tanaya, Sanchez Silva, Victor and Kot, Alex
Published in: Conference on Computer Vision and Pattern Recognition, 2020
Publisher: IEEE

Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments

Author(s): O. Styles, T. Guha, and V. Sanchez
Published in: Winter Conference on Applications of Computer Vision, 2020
Publisher: IEEE

Biometric Template Protection in the Image Domain Using Non-invertible Grey-scale Transforms

Author(s): Luca Debiasi, Simon Kirchgasser, Bernhard Prommegger, Andreas Uhl, Artur Grudzien, Marcin Kowalski
Published in: 2019 IEEE International Workshop on Information Forensics and Security (WIFS), 2019, Page(s) 1-6, ISBN 978-1-7281-3217-4
Publisher: IEEE
DOI: 10.1109/wifs47025.2019.9034984

Deep Domain Adaption for Convolutional Neural Network (CNN) based Iris Segmentation: Solutions and Pitfalls

Author(s): Ehsaneddin Jalilian, Andreas Uhl
Published in: IEEE 18th International Conference of the Biometrics Special Interest Group (BIOSIG), 2019
Publisher: IEEE

Gaze-angle Impact on Iris Segmentation using CNNs

Author(s): Ehsaneddin Jalilian, Andreas Uhl, Mahmut Karakaya
Published in: IEEE 10th International Conference on Biometrics: Theory, Applications, and Systems (BTAS), 2019
Publisher: IEEE

PRNU-based Finger Vein Sensor Identification in the Presence of Presentation Attack Data

Author(s): Babak Maser, Dominik Söllinger, Andreas Uhl
Published in: AUSTRIAN ROBOTICS WORKSHOP AND OAGM WORKSHOP 2019, 2019
Publisher: Organising committed of AUSTRIAN ROBOTICS WORKSHOP AND OAGM WORKSHOP
DOI: 10.3217/978-3-85125-663-5-38

Is Warping-based Cancellable Biometrics (still) Sensible for Face Recognition?

Author(s): Simon Kirchgasser, Yoanna Martínez Díaz, Heydi Mendez-Vazquez, Andreas Uhl
Published in: IAPR/IEEE International Joint Conference on Biometrics (IJCB), 2020
Publisher: IEEE

ASePPI: Robust Privacy Protection Against De-Anonymization Attacks

Author(s): Natacha Ruchaud, Jean-Luc Dugelay
Published in: 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2017, Page(s) 1352-1359, ISBN 978-1-5386-0733-6
Publisher: IEEE
DOI: 10.1109/cvprw.2017.177

A Cancellable Face Template Scheme Based on Nonlinear Multi-Dimension Spectral Hashing

Author(s): Xingbo Dong, KokSheik Wong, Zhe Jin, Jean-luc Dugelay
Published in: 2019 7th International Workshop on Biometrics and Forensics (IWBF), 2019, Page(s) 1-6, ISBN 978-1-7281-0622-9
Publisher: IEEE
DOI: 10.1109/iwbf.2019.8739179

A Secure Visual-thermal Fused Face Recognition System Based on Non-Linear Hashing

Author(s): Xingbo Dong, KokSheik Wong, Zhe Jin, Jean-Luc Dugelay
Published in: 2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP), 2019, Page(s) 1-6, ISBN 978-1-7281-1817-8
Publisher: IEEE
DOI: 10.1109/mmsp.2019.8901814

Data Hiding in Perceptually Masked OpenEXR Image

Author(s): KaiLin Chia, KokSheik Wong, Jean-Luc Dugelay
Published in: 2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP), 2019, Page(s) 1-6, ISBN 978-1-7281-1817-8
Publisher: IEEE
DOI: 10.1109/mmsp.2019.8901747

Influence of segmentation on deep iris recognition performance

Author(s): Jus Lozej, Dejan Stepec, Vitomir Struc, Peter Peer
Published in: 2019 7th International Workshop on Biometrics and Forensics (IWBF), 2019, Page(s) 1-6, ISBN 978-1-7281-0622-9
Publisher: IEEE
DOI: 10.1109/iwbf.2019.8739225

Scene-based Imperceptible-visible Watermarking for HDR Video Content

Author(s): K. Perez-Daniel, F. Garcia-Ugalde, V. Sanchez
Published in: 2019 7th International Workshop on Biometrics and Forensics (IWBF), 2019, Page(s) 1-6, ISBN 978-1-7281-0622-9
Publisher: IEEE
DOI: 10.1109/iwbf.2019.8739184

Finger-Vein Template Protection based on Alignment-Free Hashing

Author(s): Simon Kirchgasser, Yen-Lung Lai, Jin Zhe, Andreas Uhl
Published in: IEEE 10th International Conference on Biometrics: Theory, Applications, and Systems, 2019
Publisher: IEEE

Privacy-Preserving Reversible Watermarking for Data Exfiltration Prevention Through Lexicographic Permutations

Author(s): Ching-Chun Chang, Chang-Tsun Li
Published in: Recent Advances in Intelligent Information Hiding and Multimedia Signal Processing - Proceeding of the Fourteenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, November, 26-28, 2018, Sendai, Japan, Volume 1, Issue 109, 2019, Page(s) 330-339, ISBN 978-3-030-03744-4
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-03745-1_41

On Using Document Scanners for Minutiae-Based Palmprint Recognition

Author(s): Manuel Aguado-Martínez, José Hernández-Palancar, Katy Castillo-Rosado, Christof Kauba, Simon Kirchgasser, Andreas Uhl
Published in: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 24th Iberoamerican Congress, CIARP 2019, Havana, Cuba, October 28-31, 2019, Proceedings, Issue 11896, 2019, Page(s) 219-229, ISBN 978-3-030-33903-6
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-33904-3_20

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