Computer Vision Enabled Multimedia Forensics and People Identification

Livrables

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

Auteurs: Michele Nappi, Stefano Ricciardi, Massimo Tistarelli
Publié dans: Image and Vision Computing, Numéro 54, 2016, Page(s) 71-82, ISSN 0262-8856
Éditeur: Elsevier BV
DOI: 10.1016/j.imavis.2016.08.012

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

Auteurs: Chiara Galdi, Frank Hartung, Jean-Luc Dugelay
Publié dans: Electronic Imaging, Numéro 2017/7, 2017, Page(s) 100-103, ISSN 2470-1173
Éditeur: 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

Auteurs: Bin Wang, Chao Chen, Ligang He, Bo Gao, Jiadong Ren, Zhangjie Fu, Songling Fu, Yongjian Hu, Chang-Tsun Li
Publié dans: Future Generation Computer Systems, 2017, ISSN 0167-739X
Éditeur: Elsevier BV
DOI: 10.1016/j.future.2017.07.043

A fast source-oriented image clustering method for digital forensics

Auteurs: Chang-Tsun Li, Xufeng Lin
Publié dans: EURASIP Journal on Image and Video Processing, Numéro 2017/1, 2017, ISSN 1687-5281
Éditeur: EURASIP
DOI: 10.1186/s13640-017-0217-y

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

Auteurs: Huanzhou Zhu, Ligang He, Songling Fu, Rui Li, Xie Han, Zhangjie Fu, Yongjian Hu, Chang-Tsun Li
Publié dans: International Journal of Parallel Programming, 2017, ISSN 0885-7458
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10766-017-0533-y

Detection of Face Morphing Attacks Based on PRNU Analysis

Auteurs: Ulrich Scherhag, Luca Debiasi, Christian Rathgeb, Christoph Busch, Andreas Uhl
Publié dans: IEEE Transactions on Biometrics, Behavior, and Identity Science, Numéro 1/4, 2019, Page(s) 302-317, ISSN 2637-6407
Éditeur: IEEE
DOI: 10.1109/tbiom.2019.2942395

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

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

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

Auteurs: Ching-Chun Chang, Chang-Tsun Li, Kaimeng Chen
Publié dans: IEEE Access, Numéro 7, 2019, Page(s) 54117-54132, ISSN 2169-3536
Éditeur: 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

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

Social Network Identification Through Image Classification With CNN

Auteurs: Irene Amerini, Chang-Tsun Li, Roberto Caldelli
Publié dans: IEEE Access, Numéro 7, 2019, Page(s) 35264-35273, ISSN 2169-3536
Éditeur: 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

Auteurs: Xin Guan, Chang-Tsun Li, Yu Guan
Publié dans: IEEE Access, Numéro 5, 2017, Page(s) 27668-27678, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2017.2772226

Preprocessing Reference Sensor Pattern Noise via Spectrum Equalization

Auteurs: Xufeng Lin, Chang-Tsun Li
Publié dans: IEEE Transactions on Information Forensics and Security, Numéro 11/1, 2016, Page(s) 126-140, ISSN 1556-6013
Éditeur: 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

Auteurs: Shenyuan Ren, Ligang He, Junyu Li, Zhiyan Chen, Peng Jiang, Chang-Tsun Li
Publié dans: Wireless Networks, 2019, ISSN 1022-0038
Éditeur: Baltzer Science Publishers B.V.
DOI: 10.1007/s11276-018-01902-7

Privacy-Aware Reversible Watermarking in Cloud Computing Environments

Auteurs: Ching-Chun Chang, Chang-Tsun Li, Yun-Qing Shi
Publié dans: IEEE Access, Numéro 6, 2018, Page(s) 70720-70733, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2018.2880904

Enhancing Sensor Pattern Noise via Filtering Distortion Removal

Auteurs: Xufeng Lin, Chang-Tsun Li
Publié dans: IEEE Signal Processing Letters, Numéro 23/3, 2016, Page(s) 381-385, ISSN 1070-9908
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lsp.2016.2521349

On view-invariant gait recognition: a feature selection solution

Auteurs: Ning Jia, Victor Sanchez, Chang-Tsun Li
Publié dans: IET Biometrics, Numéro 7/4, 2018, Page(s) 287-295, ISSN 2047-4938
Éditeur: 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

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

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

Auteurs: Sambit Bakshi, Guodong Guo, Hugo Proenca, Massimo Tistarelli
Publié dans: IEEE Access, Numéro 7, 2019, Page(s) 137638-137641, ISSN 2169-3536
Éditeur: 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

Auteurs: Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Publié dans: IEEE Transactions on Image Processing, Numéro 28/12, 2019, Page(s) 6169-6184, ISSN 1057-7149
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tip.2019.2922826

Algebraic secret sharing using privacy homomorphisms for IoT-basedhealthcare systems

Auteurs: Ching-Chun Chang, Chang-Tsun Li
Publié dans: Mathematical Biosciences and Engineering, Numéro 16/5, 2019, Page(s) 3367-3381, ISSN 1551-0018
Éditeur: AIMS Press
DOI: 10.3934/mbe.2019168

Video Anomaly Detection With Compact Feature Sets for Online Performance

Auteurs: Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Publié dans: IEEE Transactions on Image Processing, Numéro 26/7, 2017, Page(s) 3463-3478, ISSN 1057-7149
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tip.2017.2695105

Gait recognition based on the golden ratio

Auteurs: Yaling Liang, Chang-Tsun Li, Yu Guan, Yongjian Hu
Publié dans: EURASIP Journal on Image and Video Processing, Numéro 2016/1, 2016, ISSN 1687-5281
Éditeur: Springer
DOI: 10.1186/s13640-016-0126-5

PRNU-based Detection of Facial Retouching

Auteurs: [Christian Rathgeb, Angelika Botaljov, Fabian Stockhardt, Sergey Isadskiy, Luca Debiasi, Andreas Uhl, Christoph Busch
Publié dans: IET Biometrics, 2020, ISSN 2047-4938
Éditeur: The Institution of Engineering and Technology

Exploring New Authentication Protocols for Sensitive Data Protection on Smartphones

Auteurs: Chiara Galdi, Michele Nappi, Jean-Luc Dugelay, Yong Yu
Publié dans: IEEE Communications Magazine, Numéro 56/1, 2018, Page(s) 136-142, ISSN 0163-6804
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.2017.1700342

JPEG-based scalable privacy protection and image data utility preservation

Auteurs: Natacha Ruchaud, Jean-Luc Dugelay
Publié dans: IET Signal Processing, Numéro 12/7, 2018, Page(s) 881-887, ISSN 1751-9675
Éditeur: Institution of Engineering and Technology
DOI: 10.1049/iet-spr.2017.0413

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

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

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

Auteurs: Ruizhe Li, Chang-Tsun Li, Yu Guan
Publié dans: Pattern Recognition, 2017, ISSN 0031-3203
Éditeur: Pergamon Press
DOI: 10.1016/j.patcog.2017.09.027

Accelerometer Dense Trajectories for Activity Recognition and People Identification

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

A Multi-Task Learning CNN for Image Steganalysis

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

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

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

PRNU-based Image Classification of Origin Social Network with CNN

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

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

Auteurs: S. Lin, C.-T. Li and A. Kot
Publié dans: 29th British Machine Vision Conference, 2018
Éditeur: BVMA

Secure Secret Sharing in the Cloud

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

Active learning in multi-domain collaborative filtering recommender systems

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

Fast Detection of Abnormal Events in Videos with Binary Features

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

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

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

Abnormal event detection in videos using binary features

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

Reversible data hiding in JPEG images based on adjustable padding

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

Fast and robust framework for view-invariant gait recognition

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

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

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

Refining PRNU-based detection of image forgeries

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

Forecasting Pedestrian Trajectory with Machine-Annotated Training Data

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

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

Auteurs: Styles, Olly, Guha, Tanaya, Sanchez Silva, Victor and Kot, Alex
Publié dans: Conference on Computer Vision and Pattern Recognition, 2020
Éditeur: IEEE

Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments

Auteurs: O. Styles, T. Guha, and V. Sanchez
Publié dans: Winter Conference on Applications of Computer Vision, 2020
Éditeur: IEEE

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

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

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

Auteurs: Ehsaneddin Jalilian, Andreas Uhl
Publié dans: IEEE 18th International Conference of the Biometrics Special Interest Group (BIOSIG), 2019
Éditeur: IEEE

Gaze-angle Impact on Iris Segmentation using CNNs

Auteurs: Ehsaneddin Jalilian, Andreas Uhl, Mahmut Karakaya
Publié dans: IEEE 10th International Conference on Biometrics: Theory, Applications, and Systems (BTAS), 2019
Éditeur: IEEE

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

Auteurs: Babak Maser, Dominik Söllinger, Andreas Uhl
Publié dans: AUSTRIAN ROBOTICS WORKSHOP AND OAGM WORKSHOP 2019, 2019
Éditeur: 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?

Auteurs: Simon Kirchgasser, Yoanna Martínez Díaz, Heydi Mendez-Vazquez, Andreas Uhl
Publié dans: IAPR/IEEE International Joint Conference on Biometrics (IJCB), 2020
Éditeur: IEEE

ASePPI: Robust Privacy Protection Against De-Anonymization Attacks

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

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

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

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

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

Data Hiding in Perceptually Masked OpenEXR Image

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

Influence of segmentation on deep iris recognition performance

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

Scene-based Imperceptible-visible Watermarking for HDR Video Content

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

Finger-Vein Template Protection based on Alignment-Free Hashing

Auteurs: Simon Kirchgasser, Yen-Lung Lai, Jin Zhe, Andreas Uhl
Publié dans: IEEE 10th International Conference on Biometrics: Theory, Applications, and Systems, 2019
Éditeur: IEEE

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

Auteurs: Ching-Chun Chang, Chang-Tsun Li
Publié dans: 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, Numéro 109, 2019, Page(s) 330-339, ISBN 978-3-030-03744-4
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-03745-1_41

On Using Document Scanners for Minutiae-Based Palmprint Recognition

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

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