Computer Vision Enabled Multimedia Forensics and People Identification

Resultado final

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

Publicaciones

Deceiving faces: When plastic surgery challenges face recognition

Autores: Michele Nappi, Stefano Ricciardi, Massimo Tistarelli
Publicado en: Image and Vision Computing, Edición 54, 2016, Página(s) 71-82, ISSN 0262-8856
Editor: Elsevier BV
DOI: 10.1016/j.imavis.2016.08.012

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

Autores: Chiara Galdi, Frank Hartung, Jean-Luc Dugelay
Publicado en: Electronic Imaging, Edición 2017/7, 2017, Página(s) 100-103, ISSN 2470-1173
Editor: 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

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

A fast source-oriented image clustering method for digital forensics

Autores: Chang-Tsun Li, Xufeng Lin
Publicado en: EURASIP Journal on Image and Video Processing, Edición 2017/1, 2017, ISSN 1687-5281
Editor: EURASIP
DOI: 10.1186/s13640-017-0217-y

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

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

Detection of Face Morphing Attacks Based on PRNU Analysis

Autores: Ulrich Scherhag, Luca Debiasi, Christian Rathgeb, Christoph Busch, Andreas Uhl
Publicado en: IEEE Transactions on Biometrics, Behavior, and Identity Science, Edición 1/4, 2019, Página(s) 302-317, ISSN 2637-6407
Editor: IEEE
DOI: 10.1109/tbiom.2019.2942395

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

Autores: Simon Kirchgasser, Christof Kauba, Yen-Lung Lai, Jin Zhe, Andreas Uhl
Publicado en: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2020, Página(s) 1-1, ISSN 2637-6407
Editor: IEEE
DOI: 10.1109/tbiom.2020.2981673

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

Autores: Ching-Chun Chang, Chang-Tsun Li, Kaimeng Chen
Publicado en: IEEE Access, Edición 7, 2019, Página(s) 54117-54132, ISSN 2169-3536
Editor: 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

Autores: Saghir Alfasly, Beibei Liu, Yongjian Hu, Yufei Wang, Chang-Tsun Li
Publicado en: IEEE Access, Edición 7, 2019, Página(s) 105816-105826, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2931915

Social Network Identification Through Image Classification With CNN

Autores: Irene Amerini, Chang-Tsun Li, Roberto Caldelli
Publicado en: IEEE Access, Edición 7, 2019, Página(s) 35264-35273, ISSN 2169-3536
Editor: 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

Autores: Xin Guan, Chang-Tsun Li, Yu Guan
Publicado en: IEEE Access, Edición 5, 2017, Página(s) 27668-27678, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2017.2772226

Preprocessing Reference Sensor Pattern Noise via Spectrum Equalization

Autores: Xufeng Lin, Chang-Tsun Li
Publicado en: IEEE Transactions on Information Forensics and Security, Edición 11/1, 2016, Página(s) 126-140, ISSN 1556-6013
Editor: 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

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

Privacy-Aware Reversible Watermarking in Cloud Computing Environments

Autores: Ching-Chun Chang, Chang-Tsun Li, Yun-Qing Shi
Publicado en: IEEE Access, Edición 6, 2018, Página(s) 70720-70733, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2018.2880904

Enhancing Sensor Pattern Noise via Filtering Distortion Removal

Autores: Xufeng Lin, Chang-Tsun Li
Publicado en: IEEE Signal Processing Letters, Edición 23/3, 2016, Página(s) 381-385, ISSN 1070-9908
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lsp.2016.2521349

On view-invariant gait recognition: a feature selection solution

Autores: Ning Jia, Victor Sanchez, Chang-Tsun Li
Publicado en: IET Biometrics, Edición 7/4, 2018, Página(s) 287-295, ISSN 2047-4938
Editor: 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

Autores: Huanzhou Zhu ; Zhuoer Gu ; Haiming Zhao ; Keyang Chen ; Chang-Tsun Li ; Ligang He
Publicado en: Big Data Mining and Analytics, Edición 1/4, 2018, Página(s) 266-283, ISSN 2096-0654
Editor: TUP
DOI: 10.26599/bdma.2018.9020021

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

Autores: Sambit Bakshi, Guodong Guo, Hugo Proenca, Massimo Tistarelli
Publicado en: IEEE Access, Edición 7, 2019, Página(s) 137638-137641, ISSN 2169-3536
Editor: 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

Autores: Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Publicado en: IEEE Transactions on Image Processing, Edición 28/12, 2019, Página(s) 6169-6184, ISSN 1057-7149
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tip.2019.2922826

Algebraic secret sharing using privacy homomorphisms for IoT-basedhealthcare systems

Autores: Ching-Chun Chang, Chang-Tsun Li
Publicado en: Mathematical Biosciences and Engineering, Edición 16/5, 2019, Página(s) 3367-3381, ISSN 1551-0018
Editor: AIMS Press
DOI: 10.3934/mbe.2019168

Video Anomaly Detection With Compact Feature Sets for Online Performance

Autores: Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Publicado en: IEEE Transactions on Image Processing, Edición 26/7, 2017, Página(s) 3463-3478, ISSN 1057-7149
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tip.2017.2695105

Gait recognition based on the golden ratio

Autores: Yaling Liang, Chang-Tsun Li, Yu Guan, Yongjian Hu
Publicado en: EURASIP Journal on Image and Video Processing, Edición 2016/1, 2016, ISSN 1687-5281
Editor: Springer
DOI: 10.1186/s13640-016-0126-5

PRNU-based Detection of Facial Retouching

Autores: [Christian Rathgeb, Angelika Botaljov, Fabian Stockhardt, Sergey Isadskiy, Luca Debiasi, Andreas Uhl, Christoph Busch
Publicado en: IET Biometrics, 2020, ISSN 2047-4938
Editor: The Institution of Engineering and Technology

Exploring New Authentication Protocols for Sensitive Data Protection on Smartphones

Autores: Chiara Galdi, Michele Nappi, Jean-Luc Dugelay, Yong Yu
Publicado en: IEEE Communications Magazine, Edición 56/1, 2018, Página(s) 136-142, ISSN 0163-6804
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.2017.1700342

JPEG-based scalable privacy protection and image data utility preservation

Autores: Natacha Ruchaud, Jean-Luc Dugelay
Publicado en: IET Signal Processing, Edición 12/7, 2018, Página(s) 881-887, ISSN 1751-9675
Editor: Institution of Engineering and Technology
DOI: 10.1049/iet-spr.2017.0413

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

Autores: Zahid Akhtar, Abdenour Hadid, Mark S. Nixon, Massimo Tistarelli, Jean-Luc Dugelay, Sebastien Marcel
Publicado en: IEEE MultiMedia, Edición 25/3, 2018, Página(s) 22-35, ISSN 1070-986X
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/MMUL.2018.2873494

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

Autores: Ruizhe Li, Chang-Tsun Li, Yu Guan
Publicado en: Pattern Recognition, 2017, ISSN 0031-3203
Editor: Pergamon Press
DOI: 10.1016/j.patcog.2017.09.027

Accelerometer Dense Trajectories for Activity Recognition and People Identification

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

A Multi-Task Learning CNN for Image Steganalysis

Autores: Xiangyu Yu, Huabin Tan, Hui Liang, Chang-Tsun Li, Guangjun Liao
Publicado en: 2018 IEEE International Workshop on Information Forensics and Security (WIFS), 2018, Página(s) 1-7, ISBN 978-1-5386-6536-7
Editor: IEEE
DOI: 10.1109/wifs.2018.8630766

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

Autores: Xufeng Lin, Chang-Tsun Li
Publicado en: 2018 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2018, Página(s) 1-6, ISBN 978-1-5386-9294-3
Editor: IEEE
DOI: 10.1109/avss.2018.8639161

PRNU-based Image Classification of Origin Social Network with CNN

Autores: Roberto Caldelli, Irene Amerini, Chang Tsun Li
Publicado en: 2018 26th European Signal Processing Conference (EUSIPCO), 2018, Página(s) 1357-1361, ISBN 978-9-0827-9701-5
Editor: IEEE
DOI: 10.23919/eusipco.2018.8553160

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

Autores: S. Lin, C.-T. Li and A. Kot
Publicado en: 29th British Machine Vision Conference, 2018
Editor: BVMA

Secure Secret Sharing in the Cloud

Autores: Ching-Chun Chang, Chang-Tsun Li
Publicado en: 2017 IEEE International Symposium on Multimedia (ISM), 2017, Página(s) 358-361, ISBN 978-1-5386-2937-6
Editor: IEEE
DOI: 10.1109/ism.2017.67

Active learning in multi-domain collaborative filtering recommender systems

Autores: Xin Guan, Chang-Tsun Li, Yu Guan
Publicado en: Proceedings of the 33rd Annual ACM Symposium on Applied Computing - SAC '18, 2018, Página(s) 1351-1357, ISBN 9781-450351911
Editor: ACM Press
DOI: 10.1145/3167132.3167277

Fast Detection of Abnormal Events in Videos with Binary Features

Autores: Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Publicado en: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, Página(s) 1318-1322, ISBN 978-1-5386-4658-8
Editor: IEEE
DOI: 10.1109/icassp.2018.8461759

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

Autores: Shan Lin, Chang-Tsun Li
Publicado en: 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2017, Página(s) 1-6, ISBN 978-1-5386-2839-3
Editor: IEEE
DOI: 10.1109/dicta.2017.8227426

Abnormal event detection in videos using binary features

Autores: Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Publicado en: 2017 40th International Conference on Telecommunications and Signal Processing (TSP), 2017, Página(s) 621-625, ISBN 978-1-5090-3982-1
Editor: IEEE
DOI: 10.1109/tsp.2017.8076061

Reversible data hiding in JPEG images based on adjustable padding

Autores: Ching-Chun Chang, Chang-Tsun Li
Publicado en: 2017 5th International Workshop on Biometrics and Forensics (IWBF), 2017, Página(s) 1-6, ISBN 978-1-5090-5791-7
Editor: IEEE
DOI: 10.1109/iwbf.2017.7935083

Fast and robust framework for view-invariant gait recognition

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

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

Autores: Roberto Leyva, Victor Sanchez, Chang-Tsun Li
Publicado en: 2017 5th International Workshop on Biometrics and Forensics (IWBF), 2017, Página(s) 1-6, ISBN 978-1-5090-5791-7
Editor: IEEE
DOI: 10.1109/iwbf.2017.7935096

Refining PRNU-based detection of image forgeries

Autores: Xufeng Lin, Chang-Tsun Li
Publicado en: 2016 Digital Media Industry & Academic Forum (DMIAF), 2016, Página(s) 222-226, ISBN 978-1-5090-1000-4
Editor: IEEE
DOI: 10.1109/dmiaf.2016.7574937

Forecasting Pedestrian Trajectory with Machine-Annotated Training Data

Autores: Oily Styles, Arun Ross, Victor Sanchez
Publicado en: 2019 IEEE Intelligent Vehicles Symposium (IV), 2019, Página(s) 716-721, ISBN 978-1-7281-0560-4
Editor: IEEE
DOI: 10.1109/ivs.2019.8814207

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

Autores: Styles, Olly, Guha, Tanaya, Sanchez Silva, Victor and Kot, Alex
Publicado en: Conference on Computer Vision and Pattern Recognition, 2020
Editor: IEEE

Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments

Autores: O. Styles, T. Guha, and V. Sanchez
Publicado en: Winter Conference on Applications of Computer Vision, 2020
Editor: IEEE

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

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

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

Autores: Ehsaneddin Jalilian, Andreas Uhl
Publicado en: IEEE 18th International Conference of the Biometrics Special Interest Group (BIOSIG), 2019
Editor: IEEE

Gaze-angle Impact on Iris Segmentation using CNNs

Autores: Ehsaneddin Jalilian, Andreas Uhl, Mahmut Karakaya
Publicado en: IEEE 10th International Conference on Biometrics: Theory, Applications, and Systems (BTAS), 2019
Editor: IEEE

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

Autores: Babak Maser, Dominik Söllinger, Andreas Uhl
Publicado en: AUSTRIAN ROBOTICS WORKSHOP AND OAGM WORKSHOP 2019, 2019
Editor: 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?

Autores: Simon Kirchgasser, Yoanna Martínez Díaz, Heydi Mendez-Vazquez, Andreas Uhl
Publicado en: IAPR/IEEE International Joint Conference on Biometrics (IJCB), 2020
Editor: IEEE

ASePPI: Robust Privacy Protection Against De-Anonymization Attacks

Autores: Natacha Ruchaud, Jean-Luc Dugelay
Publicado en: 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2017, Página(s) 1352-1359, ISBN 978-1-5386-0733-6
Editor: IEEE
DOI: 10.1109/cvprw.2017.177

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

Autores: Xingbo Dong, KokSheik Wong, Zhe Jin, Jean-luc Dugelay
Publicado en: 2019 7th International Workshop on Biometrics and Forensics (IWBF), 2019, Página(s) 1-6, ISBN 978-1-7281-0622-9
Editor: IEEE
DOI: 10.1109/iwbf.2019.8739179

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

Autores: Xingbo Dong, KokSheik Wong, Zhe Jin, Jean-Luc Dugelay
Publicado en: 2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP), 2019, Página(s) 1-6, ISBN 978-1-7281-1817-8
Editor: IEEE
DOI: 10.1109/mmsp.2019.8901814

Data Hiding in Perceptually Masked OpenEXR Image

Autores: KaiLin Chia, KokSheik Wong, Jean-Luc Dugelay
Publicado en: 2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP), 2019, Página(s) 1-6, ISBN 978-1-7281-1817-8
Editor: IEEE
DOI: 10.1109/mmsp.2019.8901747

Influence of segmentation on deep iris recognition performance

Autores: Jus Lozej, Dejan Stepec, Vitomir Struc, Peter Peer
Publicado en: 2019 7th International Workshop on Biometrics and Forensics (IWBF), 2019, Página(s) 1-6, ISBN 978-1-7281-0622-9
Editor: IEEE
DOI: 10.1109/iwbf.2019.8739225

Scene-based Imperceptible-visible Watermarking for HDR Video Content

Autores: K. Perez-Daniel, F. Garcia-Ugalde, V. Sanchez
Publicado en: 2019 7th International Workshop on Biometrics and Forensics (IWBF), 2019, Página(s) 1-6, ISBN 978-1-7281-0622-9
Editor: IEEE
DOI: 10.1109/iwbf.2019.8739184

Finger-Vein Template Protection based on Alignment-Free Hashing

Autores: Simon Kirchgasser, Yen-Lung Lai, Jin Zhe, Andreas Uhl
Publicado en: IEEE 10th International Conference on Biometrics: Theory, Applications, and Systems, 2019
Editor: IEEE

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

Autores: Ching-Chun Chang, Chang-Tsun Li
Publicado en: 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, Edición 109, 2019, Página(s) 330-339, ISBN 978-3-030-03744-4
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-03745-1_41

On Using Document Scanners for Minutiae-Based Palmprint Recognition

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

Resultado final

Publicaciones

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