Biography
I was born, as the eldest of five, in Saint-Petersburg, a beautiful Russian city in the North-West. In 2002, I have graduated from Saint-Petersburg State University, Mathematical-Mechanical faculty with “Specialist” Diploma (an equivalent of Master degree) in Computer Science. In years 2001-2003, I was on internship at School of Computing, National University of Singapore, which I eventually joined as PhD candidate in July 2003. In 2007, I spent 6 months as intern at FX Palo Alto Laboratory (FXPAL).
I officially graduated with PhD in April, 2011 and in May 2011 joined MMSPG group@EPFL as a postdoc.
During my PhD, I worked under the supervision of Dr. Wei Tsang Ooi.
You can view my CV [PDF] (updated in May 2015) and Research Statement [PDF] (updated in May 2015).
Education
- PhD, Computer Science, advisor: Wei Tsang Ooi, National University of Singapore, from Aug 2003 till Apr 2011
- Specialist, Mathematics, advisor: Koznov D. V., St. Petersburg State University, Russia, from Sep, 1997 till July 2002
Main Publications
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2022
Are GAN-based Morphs Threatening Face Recognition?
2022-05-26. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022, Singapore, Singapore, May 23-27, 2022. DOI : 10.1109/ICASSP43922.2022.9746477.2020
Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks
2020
//www.idiap.ch/en/dataset/frgc-morphs.Deepfake detection: humans vs. machines
2020
pyannote.audio: neural building blocks for speaker diarization
2020. IEEE International Conference on Acoustics, Speech, and Signal Processing. DOI : 10.1109/ICASSP40776.2020.9052974.2019
The Speed Submission to DIHARD II: Contributions & Lessons Learned
2019
Vulnerability of Face Recognition to Deep Morphing
2019. International Conference on Biometrics for Borders.Vulnerability assessment and detection of Deepfake videos
2019. IAPR International Conference on Biometrics. DOI : 10.1109/ICB45273.2019.8987375.Tampered Speaker Inconsistency Detection with Phonetically Aware Audio-visual Features
2019. International Conference on Machine Learning.A Cross-database Study of Voice Presentation Attack Detection
Handbook of Biometric Anti-Spoofing: Presentation Attack Detection, 2nd Edition; Springer, 2019. p. 363-389.Overview and Evaluation of the JPEG XT HDR Image Compression Standard
Journal of Real-Time Image Processing. 2019. Vol. 16, p. 413–428. DOI : 10.1007/s11554-015-0547-x.2018
DeepFakes: a New Threat to Face Recognition? Assessment and Detection
2018
Speaker Inconsistency Detection in Tampered Video
2018. European Signal Processing Conference. p. 2375-2379. DOI : 10.23919/EUSIPCO.2018.8553270.On the Use of Convolutional Neural Networks for Speech Presentation Attack Detection
2018. International Conference on Identity, Security and Behavior Analysis. DOI : 10.1109/ISBA.2018.8311474.2017
Long-Term Spectral Statistics for Voice Presentation Attack Detection
IEEE/ACM Transactions on Audio, Speech and Language Processing. 2017. Vol. 25, num. 11, p. 2098-2111. DOI : 10.1109/Taslp.2017.2743340.Impact of score fusion on voice biometrics and presentation attack detection in cross-database evaluations
IEEE Journal of Selected Topics in Signal Processing. 2017. Vol. 11, num. 4, p. 695-705. DOI : 10.1109/JSTSP.2017.2692389.Presentation attack detection in voice biometrics
User-Centric Privacy and Security in Biometrics; Savoy Place, London WC2R 0BL, UK: The Institution of Engineering and Technology, 2017. p. 217-236.On the Generalization of Fused Systems in Voice Presentation Attack Detection
2017. 16th International Conference of the Biometrics Special Interest Group, Darmstadt, Germany, DOI : 10.23919/BIOSIG.2017.8053516.Continuously Reproducing Toolchains in Pattern Recognition and Machine Learning Experiments
2017. Thirty-fourth International Conference on Machine Learning, Sidney, Australia,Long Term Spectral Statistics for Voice Presentation Attack Detection
2017
2016
Cross-database evaluation of audio-based spoofing detection systems
2016
Overview of BTAS 2016 Speaker Anti-spoofing Competition
2016
Joint Operation of Voice Biometrics and Presentation Attack Detection
2016
Cross-database evaluation of audio-based spoofing detection systems
2016. Interspeech, San Francisco, USA, p. 1705-1709. DOI : 10.21437/Interspeech.2016-1326.Overview of BTAS 2016 Speaker Anti-spoofing Competition
2016. IEEE International Conference on Biometrics: Theory, Applications and Systems. DOI : 10.1109/BTAS.2016.7791200.Joint Operation of Voice Biometrics and Presentation Attack Detection
2016. IEEE International Conference on Biometrics: Theory, Applications and Systems. DOI : 10.1109/BTAS.2016.7791179.JPEG XT: A Compression Standard for HDR and WCG Images [Standards in a Nutshell]
IEEE Signal Processing Magazine. 2016. Vol. 33, num. 2, p. 118-124. DOI : 10.1109/MSP.2015.2506199.2015
MediaEval 2015 Drone Protect Task: Privacy Protection in Surveillance Systems Using False Coloring
2015. MediaEval Benchmarking Initiative for Multimedia Evaluation, Wurzen, Germany, September 14-15, 2015.The impact of privacy protection filters on gender recognition
2015. SPIE Optical Engineering + Applications, San Diego, California, USA, August 10-13, 2015. p. 959906. DOI : 10.1117/12.2193647.Impact of Tone-mapping Algorithms on Subjective and Objective Face Recognition in HDR Images
2015. International ACM Workshop on Crowdsourcing for Multimedia (CrowdMM), Brisbane, Australia, October 30, 2015. p. 39–44. DOI : 10.1145/2810188.2810195.Subjective Quality Evaluation of High Dynamic Range Video and Display for Future TV
SMPTE Motion Imaging Journal. 2015. Vol. 124, num. 4, p. 1-6. DOI : 10.5594/j18555.Impact of Mini-drone based Video Surveillance on Invasion of Privacy
2015. IEEE International Conference on Image Processing (ICIP), Quebec City, Canada, September 27-30, 2015.Subjective quality assessment database of HDR images compressed with JPEG XT
2015. 7th International Workshop on Quality of Multimedia Experience (QoMEX), Costa Navarino, Messinia, Greece, May 26-29, 2015. DOI : 10.1109/QoMEX.2015.7148119.Quality Evaluation of HEVC and VP9 Video Compression in Real-Time Applications
2015. 7th International Workshop on Quality of Multimedia Experience (QoMEX), Costa Navarino, Messinia, Greece, May 26-29, 2015. DOI : 10.1109/QoMEX.2015.7148088.Privacy in Mini-drone Based Video Surveillance
2015. Workshop on De-identification for privacy protection in multimedia, Ljubljana, Slovenia, May 4, 2015.Secure JPEG Scrambling enabling Privacy in Photo Sharing
2015. Workshop on De-identification for privacy protection in multimedia, Ljubljana, Slovenia, May 4, 2015. DOI : 10.1109/FG.2015.7285022.Privacy-Preserving Photo Sharing based on a Secure JPEG
2015. The Third International Workshop on Security and Privacy in Big Data (BigSecurity 2015), Hong Kong, April 27, 2015. p. 185-190. DOI : 10.1109/INFCOMW.2015.7179382.Using False Colors to Protect Visual Privacy of Sensitive Content
2015. Human Vision and Electronic Imaging XX, San Francisco, California, USA, February 8-12, 2015. p. 93941L. DOI : 10.1117/12.2083189.Subjective and objective evaluation of HDR video compression
2015. 9th International Workshop on Video Processing and Quality Metrics for Consumer Electronics (VPQM), Chandler, Arizona, USA, February 5-6, 2015.Visual attention in LDR and HDR images
2015. 9th International Workshop on Video Processing and Quality Metrics for Consumer Electronics (VPQM), Chandler, Arizona, USA, February 5-6, 2015.2014
Best Practices and Recommendations for Crowdsourced QoE – Lessons learned from the Qualinet Task Force Crowdsourcing
2014
MediaEval 2014 Visual Privacy Task: Geometrical Privacy Protection Tool
2014. MediaEval Benchmarking Initiative for Multimedia Evaluation, Barcelona, Spain, October 16-17, 2014.[ISO/IEC MPEG contribution] Correlation of subjective scores and objective metrics for HDR video quality assessment
2014
Evaluation of privacy in high dynamic range video sequences
2014. SPIE Optical Engineering + Applications, San Diego, California, USA, August 18-21, 2014. DOI : 10.1117/12.2065559.Scrambling-based tool for secure protection of JPEG images
2014. IEEE International Conference on Image Processing (ICIP), Paris, France, October 27-30, 2014. p. 3423-3425. DOI : 10.1109/ICIP.2014.7025694.Subjective Evaluation of Higher Dynamic Range Video
2014. SPIE Optical Engineering + Applications, San Diego, California, USA, August 18-21, 2014. DOI : 10.1117/12.2076644.Crowdsourcing evaluation of high dynamic range compression
2014. SPIE Optical Engineering + Applications, San Diego, California, USA, August 18-21, 2014. DOI : 10.1117/12.2065560.Subjective Quality Evaluation Of High Dynamic Range Video And Display For Future TV
2014. International Broadcasting Convention (IBC), Amsterdam, Netherlands, September 11-15, 2014.Impact of Ultra High Definition on Visual Attention
2014. ACM International Conference on Multimedia, Orlando, Florida, USA, November 3-7, 2014. p. 247–256. DOI : 10.1145/2647868.2654917.UHD Video Dataset for Evaluation of Privacy
2014. Sixth International Workshop on Quality of Multimedia Experience (QoMEX 2014), Singapore, September 18-20, 2014. p. 232-237. DOI : 10.1109/QoMEX.2014.6982324.HDR image compression: a new challenge for objective quality metrics
2014. 6th International Workshop on Quality of Multimedia Experience (QoMEX), Singapore, September 18-20, 2014. p. 159-164. DOI : 10.1109/QoMEX.2014.6982313.Ultra-Eye: UHD and HD images eye tracking dataset
2014. 6th International Workshop on Quality of Multimedia Experience (QoMEX), Singapore, September 18-20, 2014. p. 39-40. DOI : 10.1109/QoMEX.2014.6982284.Performance evaluation of the emerging JPEG XT image compression standard
2014. IEEE 16th International Workshop on Multimedia Signal Processing (MMSP), Jakarta, Indonesia, September 22-24, 2014. DOI : 10.1109/MMSP.2014.6958834.Survey of Web-based Crowdsourcing Frameworks for Subjective Quality Assessment
2014. 16th International Workshop on Multimedia Signal Processing, Jakarta, Indonesia, September 22-24, 2014. DOI : 10.1109/MMSP.2014.6958831.Crowdsourcing-based Evaluation of Privacy in HDR Images
2014. SPIE Photonics Europe 2014, Optics, Photonics and Digital Technologies for Multimedia Applications, Brussels, Belgium, April, 2014. DOI : 10.1117/12.2054541.Towards optimal distortion-based visual privacy filters
2014. IEEE International Conference on Image Processing, Paris, France, October 27-30, 2014. p. 6051-6055. DOI : 10.1109/ICIP.2014.7026221.Crowd-based quality assessment of multiview video plus depth coding
2014. IEEE International Conference on Image Processing, Paris, France, October 27-30, 2014. p. 743-747. DOI : 10.1109/ICIP.2014.7025149.Compression Performance Analysis in HEVC
High Efficiency Video Coding (HEVC); Springer International Publishing, 2014. p. 275–302.2013
MediaEval 2013 Visual Privacy Task: Warping-based Privacy Protection Tool
2013. MediaEval Benchmarking Initiative for Multimedia Evaluation, Barcelona, Spain, October, 2013.Making Crowdsensing Possible
IEEE COMSOC MMTC R-Letter. 2013. Vol. 4, num. 6, p. 4-5.Context-dependent JPEG backward-compatible high-dynamic range image compression
Optical Engineering -Bellingham- International Society for Optical Engineering-. 2013. Vol. 52, num. 10, p. 102006-1-102006-11. DOI : 10.1117/1.OE.52.10.102006.Crowdsourcing-based multimedia subjective evaluations: a case study on image recognizability and aesthetic appeal
2013. The 2nd International ACM Workshop on Crowdsourcing for Multimedia, CrowdMM’13, Barcelona, Spain, October 21, 2013. p. 29–34. DOI : 10.1145/2506364.2506368.A framework for objective evaluation of privacy filters in video surveillance
2013. Applications of Digital Image Processing XXXVI, 2013., San Diego, California, USA, August 25-29, 2013. DOI : 10.1117/12.2027040.PEViD: privacy evaluation video dataset
2013. Applications of Digital Image Processing XXXVI, 2013., San Diego, California, USA, August 25-29, 2013. DOI : 10.1117/12.2030974.Using Face Morphing to Protect Privacy
2013. IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Krakov, Poland, August 27-30, 2013. p. 208-213. DOI : 10.1109/AVSS.2013.6636641.JPEG backward compatible format for 3D content representation
2013. 14th International Workshop on Image and Audio Analysis for Multimedia Interactive Services, Paris, France, July 3-5, 2013. DOI : 10.1109/WIAMIS.2013.6616156.Using Warping for Privacy Protection in Video Surveillance
2013. 18th International Conference on Digital Signal Processing (DSP), Santorini, Greece, July 1-3, 2013.Influence of Context and Content on Tone-mapping Operators
2013. HDRi2013 – First International Conference and SME Workshop on HDR imaging (2013), Porto, Portugal, April 09-10, 2013.Benchmarking of quality metrics on ultra-high definition video sequences
2013. 18th International Conference on Digital Signal Processing, Santorini, Greece, July 1-3, 2013. DOI : 10.1109/ICDSP.2013.6622760.[JCT-VC contribution] AhG4: Subjective evaluation of HEVC intra coding for still image compression
2013
Subjective evaluation of HEVC intra coding for still image compression
2013. Seventh International Workshop on Video Processing and Quality Metrics for Consumer Electronics – VPQM 2013, Scottsdale, Arizona, USA, January 30 – February 1, 2013.Comparative Study of Trust Modeling For Automatic Landmark Tagging
IEEE Transactions on Information Forensics and Security. 2013. Vol. 8, num. 6, p. 911-923. DOI : 10.1109/TIFS.2013.2242889.Geotag Propagation with User Trust Modeling
Social Media Retrieval; London: Springer-Verlag, 2013. p. 283-304.2012
MediaEval 2012 Visual Privacy Task: Applying Transform-domain Scrambling to Automatically Detected Faces
2012. MediaEval Benchmarking Initiative for Multimedia Evaluation, Barcelona, Spain, October, 2013, Pizza, Italy, October, 2012.Proposal for JPEG backward compatible HDR image compression
2012