Touradj Ebrahimi
Professeur titulaire
touradj.ebrahimi@epfl.ch +41 21 693 26 06 http://mmspl.epfl.ch
Nationalité: Swiss
EPFL STI IEM GR-EB
ELD 238 (Bâtiment ELD)
Station 11
CH-1015 Lausanne
+41 21 693 26 06
+41 21 693 26 24
Local:
ELD 238
EPFL
>
STI
>
IEM
>
GR-EB
Web site: Site web: https://mmspl.epfl.ch/
Domaines de compétences
Multimedia Signal Processing
Image and Video Compression
Image and Video Processing
Image and Video Analysis
Brain-Computer Interface
Multimedia Security
Video Surveillance
Media Technologies
Biographie
Touradj EBRAHIMI received his M.Sc. and Ph.D., both in Electrical Engineering, from the Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland, in 1989 and 1992 respectively. In 1993, he was a research engineer at the Corporate Research Laboratories of Sony Corporation in Tokyo, where he conducted research on advanced video compression techniques for storage applications. In 1994, he served as a research consultant at AT&T Bell Laboratories working on very low bitrate video coding. He is currently Professor at EPFL heading its Multimedia Signal Processing Group. He is also the Convenor of JPEG standardization Committee. He was also adjunct Professor with the Center of Quantifiable Quality of Service at Norwegian University of Science and Technology (NTNU)between 2008 and 2012. Prof. Ebrahimi has been the recipient of various distinctions and awards, such as the IEEE and Swiss national ASE award, the SNF-PROFILE grant for advanced researchers, Four ISO-Certificates for key contributions to MPEG-4 and JPEG 2000, and the best paper award of IEEE Trans. on Consumer Electronics . He became a Fellow of the international society for optical engineering (SPIE) in 2003. Prof. Ebrahimi has initiated more than two dozen National, European and International cooperation projects with leading companies and research institutes around the world. He is a co-founder of Genista SA, a high-tech start-up company in the field of multimedia quality metrics. In 2002, he founded Emitall SA, start-up active in the area of media security and surveillance. In 2005, he founded EMITALL Surveillance SA, a start-up active in the field of privacy and protection. He is or has been associate Editor with various IEEE, SPIE, and EURASIP journals, such as IEEE Signal Processing Magazine, IEEE Trans. on Image Processing, IEEE Trans. on Multimedia, EURASIP Image Communication Journal, EURASIP Journal of Applied Signal Processing, SPIE Optical Engineering Magazine. Prof. Ebrahimi is a member of Scientific Advisory Board of various start-up and established companies in the general field of Information Technology. He has served as Scientific Expert and Evaluator for Research Funding Agencies such as those of European Commission, The Greek Ministry of Development, The Austrian National Foundation for Scientific Research, The Portuguese Science Foundation, as well as a number of Venture Capital Companies active in the field of Information Technologies and Communication Systems. His research interests include still, moving, and 3D image processing and coding, visual information security (rights protection, watermarking, authentication, data integrity, steganography), new media, and human computer interfaces (smart vision, brain computer interface). He is the author or the co-author of more than 200 research publications, and holds 14 patents. Prof. Ebrahimi is a member of IEEE, SPIE, ACM and IS&T. See the URL below for more details: http://mmspl.epfl.chOnline Calendar
Publications
Publications Infoscience
Towards a multiscale point cloud structural similarity metric
2023-09-27. 25th International Workshop On Multimedia Signal Processing (MMSP).Evaluating the effect of sparse convolutions on point cloud compression
2023-09-11. 11th European Workshop on Visual Information Processing (EUVIP).Towards learning-based image compression for storage on DNA support
2023-08-21. Applications of Digital Image Processing XLVI, San Diego, USA, August 21-23, 2023.Towards learning-based denoising of light fields
2023-06-07. Real-time Processing of Image, Depth and Video Information 2023, Prague, Czech Republic, 24-28 April 2023. DOI : 10.1117/12.2666000.Analysis of the influence of errors in DNA-based image coding
2023-06-07. CORESA (22nd edition of the CORESA COmpression et REprésentation des Signaux Audiovisuels), Lille, France, 7-9 June, 2023.Cell aggregation is associated with enzyme secretion strategies in marine polysaccharide-degrading bacteria
Isme Journal. 2023-02-22. DOI : 10.1038/s41396-023-01385-1.Evaluation of the impact of lossy compression on event camera-based computer vision tasks
2023. Applications of Digital Image Processing XLVI, San Diego, USA, August 21-23, 2023.On the Performance of Subjective Visual Quality Assessment Protocols for Nearly Visually Lossless Image Compression
2023. ACM MM '23, Ottawa, ON, Canada, October 29-November 3, 2023. DOI : 10.1145/3581783.3613835.Cross-resolution Face Recognition via Identity-Preserving Network and Knowledge Distillation
2023.Towards Visual Saliency Explanations of Face Verification
2023.Explanation of Face Recognition via Saliency Maps
2023. Applications of Digital Image Processing XLVI, San Diego, California, USA, 21 - 23 August 2023.Improving Deepfake Detectors against Real-world Perturbations with Amplitude-Phase Switch Augmentation
2023. Applications of Digital Image Processing XLVI, San Diego, California, USA, 21 - 23 August 2023.Discriminative Deep Feature Visualization for Explainable Face Recognition
2023. 25th International Workshop on Multimedia Signal Processing, Poitiers, France, 27-29 September 2023.Impact of Video Processing Operations in Deepfake Detection
2023. 24th International Conference on Digital Signal Processing, Island of Rhodes, Greece, 11-13 June 2023. DOI : 10.1109/DSP58604.2023.10167906.On the assessment of high-quality images: advances on the JPEG AIC-3 activity
2023. Applications of Digital Image Processing XLVI, San Diego, California, USA, 21 - 23 August 2023.JPEG AIC-3 Dataset: Towards Defining the High Quality to Nearly Visually Lossless Quality Range
2023. 2023 15th International Conference on Quality of Multimedia Experience (QoMEX), Ghent, Belgium, June 20-22, 2023. p. 55-60. DOI : 10.1109/QoMEX58391.2023.10178554.The JPEG AI Standard: Providing Efficient Human and Machine Visual Data Consumption
Ieee Multimedia. 2023-01-01. DOI : 10.1109/MMUL.2023.3245919.Influence of sustained loading on resistance and deformation capacity of reinforced concrete members in compression
Structural Concrete. 2022-11-21. DOI : 10.1002/suco.202200571.Subjective and Objective Testing in Support of the JPEG Pleno Point Cloud Compression Activity
2022-10-20. 10th European Workshop on Visual Information Processing (EUVIP), Lisbon, Portugal, September 11-14, 2022. DOI : 10.1109/EUVIP53989.2022.9922803.Influence of Spatial Rendering on the Performance of Point Cloud Objective Quality Metrics
2022-10-20. 10th European Workshop on Visual Information Processing (EUVIP), Lisbon, Portugal, September 11-14, 2022. DOI : 10.1109/EUVIP53989.2022.9922737.A Novel Framework for Assessment of Deep Face Recognition Systems in Realistic Conditions
2022-10-20. European Workshop on Visual Information Processing (EUVIP). DOI : 10.1109/EUVIP53989.2022.9922840.Towards JPEG AIC part 3: visual quality assessment of high to visually lossless image coding
2022-10-03. Applications of Digital Image Processing XLV, San Diego, August, 2022. DOI : 10.1117/12.2636687.On combining denoising with learning-based image decoding
2022-10-03. Applications of Digital Image Processing XLV, San Diego, August, 2022. DOI : 10.1117/12.2636682.Towards effective visual information storage on DNA support
2022-10-03. SPIE Optical Engineering + Applications, San Diego, USA, August 21-25, 2022. p. 1222605. DOI : 10.1117/12.2636678.Integrated learning-based point cloud compression for geometry and color with graph Fourier transforms
2022-10-03. SPIE Optical Engineering + Applications, San Diego, USA, August 21-25, 2022. DOI : 10.1117/12.2636681.A novel assessment framework for learning-based deepfake detectors in realistic conditions
2022-10-03. SPIE Optical Engineering + Applications, San Diego, California, USA, August 21-25, 2022. p. 23. DOI : 10.1117/12.2636683.On the impact of spatial rendering on point cloud subjective visual quality assessment
2022-09-05. 14th International Conference on Quality of Multimedia Experience (QoMEX), Lippstadt, Germany, September 5-7, 2022. DOI : 10.1109/QoMEX55416.2022.9900898.AI-based telepresence for broadcast applications
2022-08-22. SPIE Applications of Digital Image Processing XLV, San Diego, USA, 22-24 August 2022. DOI : 10.1117/12.2638229.Search for Flavor-Changing Neutral Current Interactions of the Top Quark and Higgs Boson in Final States with Two Photons in Proton-Proton Collisions at root s=13 TeV
Physical Review Letters. 2022-07-13. DOI : 10.1103/PhysRevLett.129.032001.Latent Space Slicing for Enhanced Entropy Modeling in Learning-Based Point Cloud Geometry Compression
2022-05-22. IEEE International Conference on Acoustics, Speech and Signal Processing, Singapore, May 22-27, 2022. p. 4878-4882. DOI : 10.1109/ICASSP43922.2022.9747496.Measurement of the inclusive and differential t(t)over-bar gamma cross sections in the dilepton channel and effective field theory interpretation in proton-proton collisions at root s=13 TeV
Journal Of High Energy Physics. 2022-05-16. DOI : 10.1007/JHEP05(2022)091.Search for heavy resonances decaying to ZZ or ZW and axion-like particles mediating nonresonant ZZ or ZH production at root s=13 TeV
Journal Of High Energy Physics. 2022-04-14. DOI : 10.1007/JHEP04(2022)087.Search for a right-handed W boson and a heavy neutrino in proton-proton collisions at root s=13 TeV
Journal Of High Energy Physics. 2022-04-08. DOI : 10.1007/JHEP04(2022)047.Search for long-lived particles produced in association with a Z boson in proton-proton collisions at root s=13 TeV
Journal Of High Energy Physics. 2022-03-24. DOI : 10.1007/JHEP03(2022)160.Measurement and QCD analysis of double-differential inclusive jet cross sections in proton-proton collisions at root s=13 TeV
Journal Of High Energy Physics. 2022-02-17. DOI : 10.1007/JHEP02(2022)142.Effective know-your-customer method for secure and trustworthy non-fungible tokens in media assets
2022-01-01. Applications of Digital Image Processing XLV, San Diego, CA, Aug 22-24, 2022. p. 122261C. DOI : 10.1117/12.2636679.Gait-dependent Traversability Estimation on the k-rock2 Robot
2022-01-01. 26th International Conference on Pattern Recognition / 8th International Workshop on Image Mining - Theory and Applications (IMTA), Montreal, CANADA, Aug 21-25, 2022. p. 4204-4210. DOI : 10.1109/ICPR56361.2022.9956424.Search for long-lived heavy neutral leptons with displaced vertices in proton-proton collisions at √s= 13 TeV
Journal of High Energy Physics. 2022. DOI : 10.1007/JHEP07(2022)081.Measurement of the inclusive and differential t(t)over-bar gamma cross sections in the single-lepton channel and EFT interpretation at root s=13 TeV
Journal Of High Energy Physics. 2021-12-23. DOI : 10.1007/JHEP12(2021)180.Search for Long-Lived Particles Decaying in the CMS End Cap Muon Detectors in Proton-Proton Collisions at root s=13 TeV
Physical Review Letters. 2021-12-23. DOI : 10.1103/PhysRevLett.127.261804.Search for new particles in events with energetic jets and large missing transverse momentum in proton-proton collisions at root s=13 TeV
Journal Of High Energy Physics. 2021-11-19. DOI : 10.1007/JHEP11(2021)153.Observation of tW production in the single-lepton channel in pp collisions at root s=13 TeV
Journal Of High Energy Physics. 2021-11-15. DOI : 10.1007/JHEP11(2021)111.Measurements of the Electroweak Diboson Production Cross Sections in Proton-Proton Collisions at root s=5.02 TeV Using Leptonic Decays
Physical Review Letters. 2021-11-05. DOI : 10.1103/PhysRevLett.127.191801.Measurement of differential t(t)over-bar production cross sections in the full kinematic range using lepton plus jets events from proton-proton collisions at root s=13 TeV
Physical Review D. 2021-11-01. DOI : 10.1103/PhysRevD.104.092013.Benchmarking of objective quality metrics for point cloud compression
2021-10-06. 23rd IEEE International Workshop on Multimedia Signal Processing (IEEE MMSP), Tampere, Finland, October 6-8, 2021. DOI : 10.1109/MMSP53017.2021.9733538.Search for chargino-neutralino production in events with Higgs and W bosons using 137 fb(-1) of proton-proton collisions at root s=13 TeV
Journal Of High Energy Physics. 2021-10-06. DOI : 10.1007/JHEP10(2021)045.Search for long-lived particles decaying to jets with displaced vertices in proton-proton collisions at root s=13 Te V
Physical Review D. 2021-09-28. DOI : 10.1103/PhysRevD.104.052011.On Block Prediction For Learning-Based Point Cloud Compression
2021-09-19. 2021 IEEE International Conference on Image Processing (ICIP), Anchorage, Alaska, USA, September 19-22, 2021. p. 3378-3382. DOI : 10.1109/ICIP42928.2021.9506429.Search for top squark production in fully hadronic final states in proton-proton collisions at root s=13 TeV
Physical Review D. 2021-09-10. DOI : 10.1103/PhysRevD.104.052001.JPEG XS-A New Standard for Visually Lossless Low-Latency Lightweight Image Coding
Proceedings Of The Ieee. 2021-09-01. DOI : 10.1109/JPROC.2021.3080916.Search for lepton-flavor violating decays of the Higgs boson in the mu tau and e tau final states in proton-proton collisions at root s=13 TeV
Physical Review D. 2021-08-31. DOI : 10.1103/PhysRevD.104.032013.Search for top squarks in final states with two top quarks and several light-flavor jets in proton-proton collisions at root s=13 TeV
Physical Review D. 2021-08-20. DOI : 10.1103/PhysRevD.104.032006.Search for singly and pair-produced leptoquarks coupling to third-generation fermions in proton-proton collisions at root s=13 TeV
Physics Letters B. 2021-08-10. DOI : 10.1016/j.physletb.2021.136446.Search for the rare decay of the W boson into a pion and a photon in proton-proton collisions at root s=13 TeV
Physics Letters B. 2021-08-10. DOI : 10.1016/j.physletb.2021.136409.Search for a heavy vector resonance decaying to a Z boson and a Higgs boson in proton-proton collisions at <mml:msqrt>s</mml:msqrt>=13 Te
European Physical Journal C. 2021-08-01. DOI : 10.1140/epjc/s10052-021-09348-6.Emerging Visual Iot Technologies For Future Communications And Networks
Ieee Wireless Communications. 2021-08-01. DOI : 10.1109/MWC.2021.9535459.Towards a secure and trustworthy imaging with non-fungible tokens
2021-08-01. SPIE Applications of Digital Image Processing XLIV. DOI : 10.1117/12.2598436.Search for charged Higgs bosons produced in vector boson fusion processes and decaying into vector boson pairs in proton-proton collisions at root s=13 TeV
European Physical Journal C. 2021-08-01. DOI : 10.1140/epjc/s10052-021-09472-3.Learning residual coding for point clouds
2021-08-01. Applications of Digital Image Processing XLIV, San Diego, USA, August 1-5, 2021. p. 223-235. DOI : 10.1117/12.2597814.Search for resonant and nonresonant new phenomena in high-mass dilepton final states at root s=13 TeV
Journal Of High Energy Physics. 2021-07-27. DOI : 10.1007/JHEP07(2021)208.Special Section Guest Editorial: Image and Video Compression Using Deep Neural Networks
Journal Of Electronic Imaging. 2021-07-01. DOI : 10.1117/1.JEI.30.4.041401.Measurement of the W gamma Production Cross Section in Proton-Proton Collisions at root s=13 TeV and Constraints on Effective Field Theory Coefficients
Physical Review Letters. 2021-06-25. DOI : 10.1103/PhysRevLett.126.252002.Observation of a New Excited Beauty Strange Baryon Decaying to Xi(-)(b)pi(+)pi(-)
Physical Review Letters. 2021-06-25. DOI : 10.1103/PhysRevLett.126.252003.Risk governance and the rise of deepfakes
2021-05-12Electron and photon reconstruction and identification with the CMS experiment at the CERN LHC
Journal Of Instrumentation. 2021-05-01. DOI : 10.1088/1748-0221/16/05/P05014.The CMS Phase-1 pixel detector upgrade
Journal Of Instrumentation. 2021-02-01. DOI : 10.1088/1748-0221/16/02/P02027.Impact of Benign Modifications on Discriminative Performance of Deepfake Detectors
2021.Large-Scale Crowdsourcing Subjective Quality Evaluation of Learning-Based Image Coding
2021. IEEE Visual Communications and Image Processing (VCIP 2021), Munich, Germany, December 5-8, 2021. DOI : 10.1109/VCIP53242.2021.9675314.Review of subjective quality assessment methodologies and standards for compressed images evaluation
2021. Applications of Digital Image Processing XLIV, San Diego, USA, August 1-5, 2021. DOI : 10.1117/12.2597813.Towards super resolution in the compressed domain of learning-based image codecs
2021. Applications of Digital Image Processing XLIV, San Diego, USA, August 1-5, 2021. DOI : 10.1117/12.2597833.Towards image denoising in the latent space of learning-based compression
2021. Applications of Digital Image Processing XLIV, San Diego, USA, August 1-5, 2021. DOI : 10.1117/12.2597828.Exploration of Media Blockchain Technologies for JPEG Privacy and Security
2021-01-01. Conference on Optics, Photonics and Digital Technologies for Imaging Applications VI, ELECTR NETWORK, Apr 06-10, 2020. p. 113530U. DOI : 10.1117/12.2556684.Learning-based Image Coding: Early Solutions Reviewing and Subjective Quality Evaluation
2021-01-01. Conference on Optics, Photonics and Digital Technologies for Imaging Applications VI, ELECTR NETWORK, Apr 06-10, 2020. p. 113530S. DOI : 10.1117/12.2555368.Performance Evaluation of Objective Image Quality Metrics on Conventional and Learning-Based Compression Artifacts
2021. 13th International Conference on Quality of Multimedia Experience (QoMEX 2021), Virtual Event, Jun 13-17, 2021. p. 109-114. DOI : 10.1109/QoMEX51781.2021.9465445.Open-Set Person Re-Identification through Error Resilient Recurring Gallery Building
2021. 28th IEEE International Conference on Image Processing (ICIP), Anchorage, Alaska, USA, September 19-22, 2021. p. 245-249. DOI : 10.1109/ICIP42928.2021.9506241.Guidelines for the use and interpretation of assays for monitoring autophagy (4th edition)
Autophagy. 2021-01-01. DOI : 10.1080/15548627.2020.1797280.Comprehensive assessment of image compression algorithms
2020-08-24. Applications of Digital Image Processing XLIII, 24-28 August 2020. DOI : 10.1117/12.2569255.Machine learning based detection of digital documents maliciously recaptured from displays
2020-08-21. SPIE Applications of Digital Image Processing XLIII. p. 26. DOI : 10.1117/12.2569256.High dynamic range image sharing with privacy protection
2020-08-21. SPIE Applications of Digital Image Processing XLIII. p. 72. DOI : 10.1117/12.2569112.Benchmarking JPEG XL image compression
2020-04-01. Optics, Photonics and Digital Technologies for Imaging Applications VI, Online Only, France, Avril 6-10, 2020. DOI : 10.1117/12.2556264.Beam test performance of prototype silicon detectors for the Outer Tracker for the Phase-2 Upgrade of CMS
Journal Of Instrumentation. 2020-03-01. DOI : 10.1088/1748-0221/15/03/P03014.Search for light pseudoscalar boson pairs produced from decays of the 125 GeV Higgs boson in final states with two muons and two nearby tracks in pp collisions at $\sqrt{s}=$ 13 TeV
Physics Letters B. 2020-01-10. DOI : 10.1016/j.physletb.2019.135087.Privacy-preserving photo sharing based on blockchain
2020-01-01. Conference on Applications of Digital Image Processing XLIII, ELECTR NETWORK, Aug 24-Sep 04, 2020. p. 1151025. DOI : 10.1117/12.2569524.Quality Evaluation Of Static Point Clouds Encoded Using MPEG Codecs
2020. 2020 IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates, Octobre 25-28, 2020. p. 3428-3432. DOI : 10.1109/ICIP40778.2020.9191308.Image Compression and Quality Assessment using Convolutional Neural Networks
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-9936.Towards neural network approaches for point cloud compression
2020. SPIE Optical Engineering + Applications, Online, August 24-28, 2020. p. 1151008. DOI : 10.1117/12.2569115.Benchmarking of the plane-to-plane metric
2020Towards a Point Cloud Structural Similarity Metric
2020. 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), London, United Kingdom, July 6-10, 2020. p. 1-6. DOI : 10.1109/ICMEW46912.2020.9106005.PointXR: A Toolbox for Visualization and Subjective Evaluation of Point Clouds in Virtual Reality
2020. 2020 Twelfth International Conference on Quality of Multimedia Experience (QoMEX), Athlone, Ireland, May 26-28, 2020. p. 1-6. DOI : 10.1109/QoMEX48832.2020.9123121.Visual Attention and Perceptual Quality in Omnidirectional Imaging
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-7172.Search for a narrow resonance lighter than 200 GeV decaying to a pair of muons in proton-proton collisions at $\sqrt{s}=$ 13 TeV
2019-12-10Search for long-lived particles using delayed photons in proton-proton collisions at $\sqrt{s}=$ 13 TeV
Physical Review D. 2019-12-09. DOI : 10.1103/PhysRevD.100.112003.Determination of the strong coupling constant $\alpha_{S}(m_\mathrm{Z})$ from measurements of inclusive W$^\pm$ and Z boson production cross sections in proton-proton collisions at $\sqrt{s} =$ 7 and 8 TeV
2019-12-09Performance of the reconstruction and identification of high-momentum muons in proton-proton collisions at $\sqrt{s} =$ 13 TeV
2019-12-07Constraints on anomalous HVV couplings from the production of Higgs bosons decaying to $\tau$ lepton pairs
Physical Review D. 2019-12-05. DOI : 10.1103/PhysRevD.100.112002.Search for low-mass quark-antiquark resonances produced in association with a photon at $\sqrt{s} = $ 13 TeV
Physical Review Letters. 2019-12-04. DOI : 10.1103/PhysRevLett.123.231803.Search for a heavy Higgs boson decaying to a pair of W bosons in proton-proton collisions at $\sqrt{s} =$ 13 TeV
2019-12-03A search for the standard model Higgs boson decaying to charm quarks
2019-12-03Measurement of the top quark pair production cross section in dilepton final states containing one $\tau$ lepton in pp collisions at $\sqrt{s}=$ 13 TeV
2019-11-29Measurements of triple-differential cross sections for inclusive isolated-photon+jet events in pp collisions at $\sqrt{s} =$ 8 TeV
The European Physical Journal C. 2019-11-25. DOI : 10.1140/epjc/s10052-019-7451-7.Infoscience
Towards a multiscale point cloud structural similarity metric
2023-09-27. 25th International Workshop On Multimedia Signal Processing (MMSP).Evaluating the effect of sparse convolutions on point cloud compression
2023-09-11. 11th European Workshop on Visual Information Processing (EUVIP).Towards learning-based image compression for storage on DNA support
2023-08-21. Applications of Digital Image Processing XLVI, San Diego, USA, August 21-23, 2023.Towards learning-based denoising of light fields
2023-06-07. Real-time Processing of Image, Depth and Video Information 2023, Prague, Czech Republic, 24-28 April 2023. DOI : 10.1117/12.2666000.Analysis of the influence of errors in DNA-based image coding
2023-06-07. CORESA (22nd edition of the CORESA COmpression et REprésentation des Signaux Audiovisuels), Lille, France, 7-9 June, 2023.Cell aggregation is associated with enzyme secretion strategies in marine polysaccharide-degrading bacteria
Isme Journal. 2023-02-22. DOI : 10.1038/s41396-023-01385-1.Evaluation of the impact of lossy compression on event camera-based computer vision tasks
2023. Applications of Digital Image Processing XLVI, San Diego, USA, August 21-23, 2023.On the Performance of Subjective Visual Quality Assessment Protocols for Nearly Visually Lossless Image Compression
2023. ACM MM '23, Ottawa, ON, Canada, October 29-November 3, 2023. DOI : 10.1145/3581783.3613835.Cross-resolution Face Recognition via Identity-Preserving Network and Knowledge Distillation
2023.Towards Visual Saliency Explanations of Face Verification
2023.Explanation of Face Recognition via Saliency Maps
2023. Applications of Digital Image Processing XLVI, San Diego, California, USA, 21 - 23 August 2023.Improving Deepfake Detectors against Real-world Perturbations with Amplitude-Phase Switch Augmentation
2023. Applications of Digital Image Processing XLVI, San Diego, California, USA, 21 - 23 August 2023.Discriminative Deep Feature Visualization for Explainable Face Recognition
2023. 25th International Workshop on Multimedia Signal Processing, Poitiers, France, 27-29 September 2023.Impact of Video Processing Operations in Deepfake Detection
2023. 24th International Conference on Digital Signal Processing, Island of Rhodes, Greece, 11-13 June 2023. DOI : 10.1109/DSP58604.2023.10167906.On the assessment of high-quality images: advances on the JPEG AIC-3 activity
2023. Applications of Digital Image Processing XLVI, San Diego, California, USA, 21 - 23 August 2023.JPEG AIC-3 Dataset: Towards Defining the High Quality to Nearly Visually Lossless Quality Range
2023. 2023 15th International Conference on Quality of Multimedia Experience (QoMEX), Ghent, Belgium, June 20-22, 2023. p. 55-60. DOI : 10.1109/QoMEX58391.2023.10178554.The JPEG AI Standard: Providing Efficient Human and Machine Visual Data Consumption
Ieee Multimedia. 2023-01-01. DOI : 10.1109/MMUL.2023.3245919.Influence of sustained loading on resistance and deformation capacity of reinforced concrete members in compression
Structural Concrete. 2022-11-21. DOI : 10.1002/suco.202200571.Subjective and Objective Testing in Support of the JPEG Pleno Point Cloud Compression Activity
2022-10-20. 10th European Workshop on Visual Information Processing (EUVIP), Lisbon, Portugal, September 11-14, 2022. DOI : 10.1109/EUVIP53989.2022.9922803.Influence of Spatial Rendering on the Performance of Point Cloud Objective Quality Metrics
2022-10-20. 10th European Workshop on Visual Information Processing (EUVIP), Lisbon, Portugal, September 11-14, 2022. DOI : 10.1109/EUVIP53989.2022.9922737.A Novel Framework for Assessment of Deep Face Recognition Systems in Realistic Conditions
2022-10-20. European Workshop on Visual Information Processing (EUVIP). DOI : 10.1109/EUVIP53989.2022.9922840.Towards JPEG AIC part 3: visual quality assessment of high to visually lossless image coding
2022-10-03. Applications of Digital Image Processing XLV, San Diego, August, 2022. DOI : 10.1117/12.2636687.On combining denoising with learning-based image decoding
2022-10-03. Applications of Digital Image Processing XLV, San Diego, August, 2022. DOI : 10.1117/12.2636682.Towards effective visual information storage on DNA support
2022-10-03. SPIE Optical Engineering + Applications, San Diego, USA, August 21-25, 2022. p. 1222605. DOI : 10.1117/12.2636678.Integrated learning-based point cloud compression for geometry and color with graph Fourier transforms
2022-10-03. SPIE Optical Engineering + Applications, San Diego, USA, August 21-25, 2022. DOI : 10.1117/12.2636681.A novel assessment framework for learning-based deepfake detectors in realistic conditions
2022-10-03. SPIE Optical Engineering + Applications, San Diego, California, USA, August 21-25, 2022. p. 23. DOI : 10.1117/12.2636683.On the impact of spatial rendering on point cloud subjective visual quality assessment
2022-09-05. 14th International Conference on Quality of Multimedia Experience (QoMEX), Lippstadt, Germany, September 5-7, 2022. DOI : 10.1109/QoMEX55416.2022.9900898.AI-based telepresence for broadcast applications
2022-08-22. SPIE Applications of Digital Image Processing XLV, San Diego, USA, 22-24 August 2022. DOI : 10.1117/12.2638229.Search for Flavor-Changing Neutral Current Interactions of the Top Quark and Higgs Boson in Final States with Two Photons in Proton-Proton Collisions at root s=13 TeV
Physical Review Letters. 2022-07-13. DOI : 10.1103/PhysRevLett.129.032001.Latent Space Slicing for Enhanced Entropy Modeling in Learning-Based Point Cloud Geometry Compression
2022-05-22. IEEE International Conference on Acoustics, Speech and Signal Processing, Singapore, May 22-27, 2022. p. 4878-4882. DOI : 10.1109/ICASSP43922.2022.9747496.Measurement of the inclusive and differential t(t)over-bar gamma cross sections in the dilepton channel and effective field theory interpretation in proton-proton collisions at root s=13 TeV
Journal Of High Energy Physics. 2022-05-16. DOI : 10.1007/JHEP05(2022)091.Search for heavy resonances decaying to ZZ or ZW and axion-like particles mediating nonresonant ZZ or ZH production at root s=13 TeV
Journal Of High Energy Physics. 2022-04-14. DOI : 10.1007/JHEP04(2022)087.Search for a right-handed W boson and a heavy neutrino in proton-proton collisions at root s=13 TeV
Journal Of High Energy Physics. 2022-04-08. DOI : 10.1007/JHEP04(2022)047.Search for long-lived particles produced in association with a Z boson in proton-proton collisions at root s=13 TeV
Journal Of High Energy Physics. 2022-03-24. DOI : 10.1007/JHEP03(2022)160.Measurement and QCD analysis of double-differential inclusive jet cross sections in proton-proton collisions at root s=13 TeV
Journal Of High Energy Physics. 2022-02-17. DOI : 10.1007/JHEP02(2022)142.Effective know-your-customer method for secure and trustworthy non-fungible tokens in media assets
2022-01-01. Applications of Digital Image Processing XLV, San Diego, CA, Aug 22-24, 2022. p. 122261C. DOI : 10.1117/12.2636679.Gait-dependent Traversability Estimation on the k-rock2 Robot
2022-01-01. 26th International Conference on Pattern Recognition / 8th International Workshop on Image Mining - Theory and Applications (IMTA), Montreal, CANADA, Aug 21-25, 2022. p. 4204-4210. DOI : 10.1109/ICPR56361.2022.9956424.Search for long-lived heavy neutral leptons with displaced vertices in proton-proton collisions at √s= 13 TeV
Journal of High Energy Physics. 2022. DOI : 10.1007/JHEP07(2022)081.Measurement of the inclusive and differential t(t)over-bar gamma cross sections in the single-lepton channel and EFT interpretation at root s=13 TeV
Journal Of High Energy Physics. 2021-12-23. DOI : 10.1007/JHEP12(2021)180.Search for Long-Lived Particles Decaying in the CMS End Cap Muon Detectors in Proton-Proton Collisions at root s=13 TeV
Physical Review Letters. 2021-12-23. DOI : 10.1103/PhysRevLett.127.261804.Search for new particles in events with energetic jets and large missing transverse momentum in proton-proton collisions at root s=13 TeV
Journal Of High Energy Physics. 2021-11-19. DOI : 10.1007/JHEP11(2021)153.Observation of tW production in the single-lepton channel in pp collisions at root s=13 TeV
Journal Of High Energy Physics. 2021-11-15. DOI : 10.1007/JHEP11(2021)111.Measurements of the Electroweak Diboson Production Cross Sections in Proton-Proton Collisions at root s=5.02 TeV Using Leptonic Decays
Physical Review Letters. 2021-11-05. DOI : 10.1103/PhysRevLett.127.191801.Measurement of differential t(t)over-bar production cross sections in the full kinematic range using lepton plus jets events from proton-proton collisions at root s=13 TeV
Physical Review D. 2021-11-01. DOI : 10.1103/PhysRevD.104.092013.Benchmarking of objective quality metrics for point cloud compression
2021-10-06. 23rd IEEE International Workshop on Multimedia Signal Processing (IEEE MMSP), Tampere, Finland, October 6-8, 2021. DOI : 10.1109/MMSP53017.2021.9733538.Search for chargino-neutralino production in events with Higgs and W bosons using 137 fb(-1) of proton-proton collisions at root s=13 TeV
Journal Of High Energy Physics. 2021-10-06. DOI : 10.1007/JHEP10(2021)045.Search for long-lived particles decaying to jets with displaced vertices in proton-proton collisions at root s=13 Te V
Physical Review D. 2021-09-28. DOI : 10.1103/PhysRevD.104.052011.On Block Prediction For Learning-Based Point Cloud Compression
2021-09-19. 2021 IEEE International Conference on Image Processing (ICIP), Anchorage, Alaska, USA, September 19-22, 2021. p. 3378-3382. DOI : 10.1109/ICIP42928.2021.9506429.Search for top squark production in fully hadronic final states in proton-proton collisions at root s=13 TeV
Physical Review D. 2021-09-10. DOI : 10.1103/PhysRevD.104.052001.JPEG XS-A New Standard for Visually Lossless Low-Latency Lightweight Image Coding
Proceedings Of The Ieee. 2021-09-01. DOI : 10.1109/JPROC.2021.3080916.Search for lepton-flavor violating decays of the Higgs boson in the mu tau and e tau final states in proton-proton collisions at root s=13 TeV
Physical Review D. 2021-08-31. DOI : 10.1103/PhysRevD.104.032013.Search for top squarks in final states with two top quarks and several light-flavor jets in proton-proton collisions at root s=13 TeV
Physical Review D. 2021-08-20. DOI : 10.1103/PhysRevD.104.032006.Search for singly and pair-produced leptoquarks coupling to third-generation fermions in proton-proton collisions at root s=13 TeV
Physics Letters B. 2021-08-10. DOI : 10.1016/j.physletb.2021.136446.Search for the rare decay of the W boson into a pion and a photon in proton-proton collisions at root s=13 TeV
Physics Letters B. 2021-08-10. DOI : 10.1016/j.physletb.2021.136409.Search for a heavy vector resonance decaying to a Z boson and a Higgs boson in proton-proton collisions at <mml:msqrt>s</mml:msqrt>=13 Te
European Physical Journal C. 2021-08-01. DOI : 10.1140/epjc/s10052-021-09348-6.Emerging Visual Iot Technologies For Future Communications And Networks
Ieee Wireless Communications. 2021-08-01. DOI : 10.1109/MWC.2021.9535459.Towards a secure and trustworthy imaging with non-fungible tokens
2021-08-01. SPIE Applications of Digital Image Processing XLIV. DOI : 10.1117/12.2598436.Search for charged Higgs bosons produced in vector boson fusion processes and decaying into vector boson pairs in proton-proton collisions at root s=13 TeV
European Physical Journal C. 2021-08-01. DOI : 10.1140/epjc/s10052-021-09472-3.Learning residual coding for point clouds
2021-08-01. Applications of Digital Image Processing XLIV, San Diego, USA, August 1-5, 2021. p. 223-235. DOI : 10.1117/12.2597814.Search for resonant and nonresonant new phenomena in high-mass dilepton final states at root s=13 TeV
Journal Of High Energy Physics. 2021-07-27. DOI : 10.1007/JHEP07(2021)208.Special Section Guest Editorial: Image and Video Compression Using Deep Neural Networks
Journal Of Electronic Imaging. 2021-07-01. DOI : 10.1117/1.JEI.30.4.041401.Measurement of the W gamma Production Cross Section in Proton-Proton Collisions at root s=13 TeV and Constraints on Effective Field Theory Coefficients
Physical Review Letters. 2021-06-25. DOI : 10.1103/PhysRevLett.126.252002.Observation of a New Excited Beauty Strange Baryon Decaying to Xi(-)(b)pi(+)pi(-)
Physical Review Letters. 2021-06-25. DOI : 10.1103/PhysRevLett.126.252003.Risk governance and the rise of deepfakes
2021-05-12Electron and photon reconstruction and identification with the CMS experiment at the CERN LHC
Journal Of Instrumentation. 2021-05-01. DOI : 10.1088/1748-0221/16/05/P05014.The CMS Phase-1 pixel detector upgrade
Journal Of Instrumentation. 2021-02-01. DOI : 10.1088/1748-0221/16/02/P02027.Impact of Benign Modifications on Discriminative Performance of Deepfake Detectors
2021.Large-Scale Crowdsourcing Subjective Quality Evaluation of Learning-Based Image Coding
2021. IEEE Visual Communications and Image Processing (VCIP 2021), Munich, Germany, December 5-8, 2021. DOI : 10.1109/VCIP53242.2021.9675314.Review of subjective quality assessment methodologies and standards for compressed images evaluation
2021. Applications of Digital Image Processing XLIV, San Diego, USA, August 1-5, 2021. DOI : 10.1117/12.2597813.Towards super resolution in the compressed domain of learning-based image codecs
2021. Applications of Digital Image Processing XLIV, San Diego, USA, August 1-5, 2021. DOI : 10.1117/12.2597833.Towards image denoising in the latent space of learning-based compression
2021. Applications of Digital Image Processing XLIV, San Diego, USA, August 1-5, 2021. DOI : 10.1117/12.2597828.Exploration of Media Blockchain Technologies for JPEG Privacy and Security
2021-01-01. Conference on Optics, Photonics and Digital Technologies for Imaging Applications VI, ELECTR NETWORK, Apr 06-10, 2020. p. 113530U. DOI : 10.1117/12.2556684.Learning-based Image Coding: Early Solutions Reviewing and Subjective Quality Evaluation
2021-01-01. Conference on Optics, Photonics and Digital Technologies for Imaging Applications VI, ELECTR NETWORK, Apr 06-10, 2020. p. 113530S. DOI : 10.1117/12.2555368.Performance Evaluation of Objective Image Quality Metrics on Conventional and Learning-Based Compression Artifacts
2021. 13th International Conference on Quality of Multimedia Experience (QoMEX 2021), Virtual Event, Jun 13-17, 2021. p. 109-114. DOI : 10.1109/QoMEX51781.2021.9465445.Open-Set Person Re-Identification through Error Resilient Recurring Gallery Building
2021. 28th IEEE International Conference on Image Processing (ICIP), Anchorage, Alaska, USA, September 19-22, 2021. p. 245-249. DOI : 10.1109/ICIP42928.2021.9506241.Guidelines for the use and interpretation of assays for monitoring autophagy (4th edition)
Autophagy. 2021-01-01. DOI : 10.1080/15548627.2020.1797280.Comprehensive assessment of image compression algorithms
2020-08-24. Applications of Digital Image Processing XLIII, 24-28 August 2020. DOI : 10.1117/12.2569255.Machine learning based detection of digital documents maliciously recaptured from displays
2020-08-21. SPIE Applications of Digital Image Processing XLIII. p. 26. DOI : 10.1117/12.2569256.High dynamic range image sharing with privacy protection
2020-08-21. SPIE Applications of Digital Image Processing XLIII. p. 72. DOI : 10.1117/12.2569112.Benchmarking JPEG XL image compression
2020-04-01. Optics, Photonics and Digital Technologies for Imaging Applications VI, Online Only, France, Avril 6-10, 2020. DOI : 10.1117/12.2556264.Beam test performance of prototype silicon detectors for the Outer Tracker for the Phase-2 Upgrade of CMS
Journal Of Instrumentation. 2020-03-01. DOI : 10.1088/1748-0221/15/03/P03014.Search for light pseudoscalar boson pairs produced from decays of the 125 GeV Higgs boson in final states with two muons and two nearby tracks in pp collisions at $\sqrt{s}=$ 13 TeV
Physics Letters B. 2020-01-10. DOI : 10.1016/j.physletb.2019.135087.Privacy-preserving photo sharing based on blockchain
2020-01-01. Conference on Applications of Digital Image Processing XLIII, ELECTR NETWORK, Aug 24-Sep 04, 2020. p. 1151025. DOI : 10.1117/12.2569524.Quality Evaluation Of Static Point Clouds Encoded Using MPEG Codecs
2020. 2020 IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates, Octobre 25-28, 2020. p. 3428-3432. DOI : 10.1109/ICIP40778.2020.9191308.Image Compression and Quality Assessment using Convolutional Neural Networks
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-9936.Towards neural network approaches for point cloud compression
2020. SPIE Optical Engineering + Applications, Online, August 24-28, 2020. p. 1151008. DOI : 10.1117/12.2569115.Benchmarking of the plane-to-plane metric
2020Towards a Point Cloud Structural Similarity Metric
2020. 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), London, United Kingdom, July 6-10, 2020. p. 1-6. DOI : 10.1109/ICMEW46912.2020.9106005.PointXR: A Toolbox for Visualization and Subjective Evaluation of Point Clouds in Virtual Reality
2020. 2020 Twelfth International Conference on Quality of Multimedia Experience (QoMEX), Athlone, Ireland, May 26-28, 2020. p. 1-6. DOI : 10.1109/QoMEX48832.2020.9123121.Visual Attention and Perceptual Quality in Omnidirectional Imaging
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-7172.Search for a narrow resonance lighter than 200 GeV decaying to a pair of muons in proton-proton collisions at $\sqrt{s}=$ 13 TeV
2019-12-10Search for long-lived particles using delayed photons in proton-proton collisions at $\sqrt{s}=$ 13 TeV
Physical Review D. 2019-12-09. DOI : 10.1103/PhysRevD.100.112003.Determination of the strong coupling constant $\alpha_{S}(m_\mathrm{Z})$ from measurements of inclusive W$^\pm$ and Z boson production cross sections in proton-proton collisions at $\sqrt{s} =$ 7 and 8 TeV
2019-12-09Performance of the reconstruction and identification of high-momentum muons in proton-proton collisions at $\sqrt{s} =$ 13 TeV
2019-12-07Constraints on anomalous HVV couplings from the production of Higgs bosons decaying to $\tau$ lepton pairs
Physical Review D. 2019-12-05. DOI : 10.1103/PhysRevD.100.112002.Search for low-mass quark-antiquark resonances produced in association with a photon at $\sqrt{s} = $ 13 TeV
Physical Review Letters. 2019-12-04. DOI : 10.1103/PhysRevLett.123.231803.Search for a heavy Higgs boson decaying to a pair of W bosons in proton-proton collisions at $\sqrt{s} =$ 13 TeV
2019-12-03A search for the standard model Higgs boson decaying to charm quarks
2019-12-03Measurement of the top quark pair production cross section in dilepton final states containing one $\tau$ lepton in pp collisions at $\sqrt{s}=$ 13 TeV
2019-11-29Measurements of triple-differential cross sections for inclusive isolated-photon+jet events in pp collisions at $\sqrt{s} =$ 8 TeV
The European Physical Journal C. 2019-11-25. DOI : 10.1140/epjc/s10052-019-7451-7.Enseignement & Phd
Enseignement
Electrical and Electronics Engineering
Doctorants
Huang Bowen, Lu Yuhang, Nachtigall Lazzarotto Davi, Testolina Michela,A dirigé les thèses EPFL de
Akyazi Pinar , Alexiou Evangelos , De Simone Francesca , Hanhart Philippe , Hoffmann Ulrich , Ivanov Ivan , Kroupi Eleni , Maret Yannick , Marimon Sanjuan David , Ouaret Mourad , Perrin Anne-Flore Nicole Marie , Upenik Evgeniy , Vajda Péter , Viola Irene , Yazdani Ashkan , Yuan Lin ,Cours
Image and video processing
Ce cours couvre les notions fondamentales de traitement des signaux sous formes d'images et de vidéo. Les outils de base tels que la detection de contours, estimation de movement, segmentation et compression sont revus. Le cours est composé présentations, laboratoires et mini-projets.