Best Paper Awards
Best Student Paper Runner-up, IS&T 27th Electronic Imaging: Human Vision and Electronic Imaging (HVEI) XX, San Francisco (Jan 2015): B. Jin, G. Yildirim, C. Lau, A. Shaji, M. Ortiz Segovia, S. Süsstrunk, Modeling the Importance of Faces in Natural Images
Best (Open) Paper Award, IEEE 20th International Conference on Image Processing (ICIP), Merlbourne, Australia (Sept 2013): , S. Zhuo, X. Zhang, L. Shen, and S. Süsstrunk, Near-Infrared Guided Color Image Dehazing.
MERL Best Student Paper Award, IS&T/SID 20th Color and Imaging Conference in Los Angeles, CA, US (Nov 2012): A. Lindner, BZ Li, N. Bonnier, and S. Süsstrunk, A Large-Scale Multi-Lingual Color Thesaurus.
Best Interactive Paper Award, IS&T/SID 18th Color and Imaging Conference in San Antonio, TX, US (Nov 2010): N. Salamati and S. Süsstrunk, Material-Based Object Segmentation Using Near-Infrared Information.
Best Demo Award, ACM Multimedia, Florence, Italy (Oct 2010): S. Süsstrunk, C. Fredembach and D. Tamburrino, Automatic Skin Enhancement with Visible and Near-Infrared Image Fusion.
Best Paper Award, IS&T/SPIE Electronic Imaging: Multimedia on Mobile Devices 2010, San Jose, CA, US (Jan 2010): N. Bhatti, H. Baker, H. Chao, S. Clearwater, M. Harville, J. Jain, N. Lyons, J. Marguier, J. Schettino and S. Süsstrunk, Mobile Cosmetics Advisor: An Imaging Based Mobile Service.
MERL Best Student Paper Award, IS&T/SID 16th Color and Imaging Conference in Portland, OR, US (Nov 2008): C. Fredembach and S. Süsstrunk, Colouring the Near Infrared.
Publications by Year
Warning
Please note that the publication lists from Infoscience integrated into the EPFL website, lab or people pages are frozen following the launch of the new version of platform. The owners of these pages are invited to recreate their publication list from Infoscience. For any assistance, please consult the Infoscience help or contact support.
2024
Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange
2024-04-11. Computer Vision and Pattern Recognition (CVPR), Seattle, USA, June 17-21, 2024.VolRecon: Volume Rendering of Signed Ray Distance Functions for Generalizable Multi-View Reconstruction
2024-01-31. CVPR, Vancouver, Canada, June 19-21, 2023. DOI : 10.1109/CVPR52729.2023.01601.Efficient Temporally-Aware DeepFake Detection using H.264 Motion Vectors
2024. Electronic Imaging Media Watermarking, Security, and Forensics, Californie, USA, Janvier, 21-25, 2024.Exploiting the Signal-Leak Bias in Diffusion Models
2024-01. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024), Waikoloa, Hawaii, January 4-8, 2024. DOI : 10.48550/arxiv.2309.15842.2023
VETIM: Expanding the Vocabulary of Text-to-Image Models only with Text
2023-11. The 34th British Machine Vision Conference (BMVC 2023), Aberdeen, UK, November 20-24, 2023.NEMTO: Neural Environment Matting for Novel View and Relighting Synthesis of Transparent Objects
2023-10-02. International Conference on Computer Vision 2023, Paris, France, Oct 2-6, 2023. DOI : 10.1109/ICCV51070.2023.00036.Diffusion in Style
2023-10. IEEE/CVF International Conference on Computer Vision (ICCV23), Paris, France, October 2-6, 2023. p. 2251-2261. DOI : 10.1109/ICCV51070.2023.00214.Dense Multitask Learning to Reconfigure Comics
2023-07-17. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshop, Vancouver, Canada, June 18-22, 2023. DOI : 10.1109/CVPRW59228.2023.00598.Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks
2023-06-01. 40th International Conference on Machine Learning (ICML 2023), Honolulu, Hawaii, USA, July 23-29, 2023.Fast Adversarial Training With Adaptive Step Size
Ieee Transactions On Image Processing. 2023-01-01. Vol. 32, p. 6102-6114. DOI : 10.1109/TIP.2023.3326398.DyNCA: Real-time Dynamic Texture Synthesis Using Neural Cellular Automata
2023-01-01. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, CANADA, JUN 17-24, 2023. p. 20742-20751. DOI : 10.1109/CVPR52729.2023.01987.TempSAL – Uncovering Temporal Information for Deep Saliency Prediction
2023-01-01. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, CANADA, JUN 17-24, 2023. p. 6461-6470. DOI : 10.1109/CVPR52729.2023.00625.Spatiotemporal Self-supervised Learning for Point Clouds in the Wild
2023-01-01. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, CANADA, JUN 17-24, 2023. p. 5251-5260. DOI : 10.1109/CVPR52729.2023.00508.Saliency prediction in 360° architectural scenes: Performance and impact of daylight variations
Journal of Environmental Psychology. 2023. Vol. 92, p. 102110. DOI : 10.1016/j.jenvp.2023.102110.Vision Transformer Adapters for Generalizable Multitask Learning
2023. IEEE/CVF International Conference on Computer Vision (ICCV), Paris, France, October 2-6, 2023. DOI : 10.1109/ICCV51070.2023.01743.DyNCA: Real-time Dynamic Texture Synthesis Using Neural Cellular Automata
2023. DOI : 10.48550/arxiv.2211.11417.TempSAL – Uncovering Temporal Information for Deep Saliency Prediction
2023
Training Provably Robust Models by Polyhedral Envelope Regularization
Ieee Transactions On Neural Networks And Learning Systems. 2023. Vol. 34, num. 6, p. 3146-3160. DOI : 10.1109/TNNLS.2021.3111892.2022
Modeling Object Dissimilarity for Deep Saliency Prediction
Transactions on Machine Learning Research. 2022-11-24.Robust Binary Models by Pruning Randomly-initialized Networks
2022-10-12. Thirty-sixth Conference on Neural Information Processing Systems – NeurIPS 2022, New Orleans, USA, November 28 – December 9, 2022.MulT: An End-to-End Multitask Learning Transformer
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, June 19- 25, 2022.Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy
2022-06-17. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, USA, June 18-24, 2022. p. 16559-16568. DOI : 10.1109/CVPR52688.2022.01608.BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration
IEEE Transactions on Image Processing. 2022-01-08. Vol. 31, p. 1-13. DOI : 10.1109/TIP.2022.3143006.Image Denoising with Control over Deep Network Hallucination
2022-01-04. Electronic Imaging, Online event, January 16-21, 2022.PoGaIN: Poisson-Gaussian Image Noise Modeling From Paired Samples
IEEE Signal Processing Letters. 2022. p. 1-5. DOI : 10.1109/LSP.2022.3227522.RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering
2022. 17th European conference on computer vision (ECCV) 2022, Tel Aviv, Israel, October 23-27, 2022. p. 665-680. DOI : 10.1007/978-3-031-19821-2_38.2021
Optimizing Latent Space Directions For GAN-based Local Image Editing
2021-11-24. 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), Singapore, Singapore, May 23-27, 2022. DOI : 10.1109/ICASSP43922.2022.9747326.Fidelity Estimation Improves Noisy-Image Classification with Pretrained Networks
IEEE Signal Processing Letters. 2021-08-03. Vol. 28, num. SPL-30904-2021.R1, p. 1719-1723. DOI : 10.1109/LSP.2021.3104769.Deep Gaussian denoiser epistemic uncertainty and decoupled dual-attention fusion
2021-05-31. IEEE International Conference on Image Processing (ICIP), Anchorage, Alaska, USA, September 19-22, 2021. p. 1629-1633. DOI : 10.1109/ICIP42928.2021.9506653.NTIRE 2021 Depth Guided Image Relighting Challenge
2021-05-01. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR), Virtual, June 19-25, 2021. p. 566-577. DOI : 10.1109/CVPRW53098.2021.00069.On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them
2021. 34th Conference on Neural Information Processing Systems (NeurIPS), Virtual, December 6-12, 2020.Adaptive extreme video completion
WO2021205202.
2021.Estimating Image Depth in the Comics Domain
2021. 22nd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, Jan 4, 2022 – Jan 8, 2022. p. 1111-1120. DOI : 10.1109/WACV51458.2022.00118.2020
AIM 2020: Scene Relighting and Illumination Estimation Challenge
2020-09-28. 16th European Conference on Computer Vision Workshops (ECCV 2020), [Online event], 23-28 august 2020.Volumetric Transformer Networks
2020-08-23. European Conference on Computer Vision (ECCV 2020), Virtual Conference, August 23-28, 2020.Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks
2020-07-22. 16th European Conference on Computer Vision – ECCV ’20, [Online event], August 23-28, 2020.VIDIT: Virtual Image Dataset for Illumination Transfer
2020-05-11
//github.com/majedelhelou/VIDIT.Divergence-Based Adaptive Extreme Video Completion
2020-04-14. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, 2020. p. 9259-9263. DOI : 10.1109/ICASSP40776.2020.9053136.Blind Universal Bayesian Image Denoising With Gaussian Noise Level Learning
2020-03-04. IEEE Transactions on Image Processing (TIP). p. 4885-4897. DOI : 10.1109/TIP.2020.2976814.Project Proposals CS413
2020-02-21.Dynamic media content categorisation method
US11961300; US2022207864; EP3963503; WO2020222027.
2020.W2S: Microscopy Data with Joint Denoising and Super-Resolution for Widefield to SIM Mapping
2020. ECCV 2020 Workshop on BioImage Computing, Glasgow, United Kingdom, August 23-28, 2020. p. 499–518. DOI : 10.1007/978-3-030-67070-2_30.Editing in Style: Uncovering the Local Semantics of GANs
2020. IEEE Conference on Computer Vision and Patten Recognition (CVPR 2020), Virtual Conference, June 16-18, 2020. p. 5770-5779. DOI : 10.1109/CVPR42600.2020.00581.AL2: Progressive Activation Loss for Learning General Representations in Classification Neural Networks
2020. 45th International Conference on Acoustics, Speech, and Signal Processing – ICASSP 2020, Barcelona, Spain, 4-6 May, 2020. p. 4007-4011. DOI : 10.1109/ICASSP40776.2020.9054746.2d-3d sculpture paintings
US10593125; US2020027279.
2020.Supplementary Material – AL2: Progressive Activation Loss for Learning General Representations in Classification Neural Networks
2020
2019
Solving the Depth Ambiguity in Single-Perspective Images
2019-10-01. The Optical Society, OSA Continuum Journal. p. 2901-2913. DOI : 10.1364/OSAC.2.002901.Mirror, Mirror, on the Wall, Who’s Got the Clearest Image of Them All?—A Tailored Approach to Single Image Reflection Removal
IEEE Transactions on Image Processing. 2019-07-01. Vol. 28, num. 12, p. 6185-6197. DOI : 10.1109/TIP.2019.2923559.Self-Binarizing Networks
2019-02-05.Deep Semantic Segmentation Using Nir As Extra Physical Information
2019-01-01. 26th IEEE International Conference on Image Processing (ICIP), Taipei, TAIWAN, Sep 22-25, 2019. p. 2439-2443. DOI : 10.1109/ICIP.2019.8803242.Deep Feature Factorization For Content-Based Image Retrieval And Localization
2019-01-01. 26th IEEE International Conference on Image Processing (ICIP), Taipei, TAIWAN, Sep 22-25, 2019. p. 874-878. DOI : 10.1109/ICIP.2019.8802980.Method of displaying an image on a see-through display
US11232609; EP3729366; US2021225045; US10984563; CN111465961; CA3086070; US2020380735; EP3729366; SG11202005384Q; CN111465961; AU2017443546; AU2017443546; CA3086070; WO2019120525.
2019.Synthetic electronic video containing a hidden image
US2019297298.
2019.Zero-Learning Fast Medical Image Fusion
2019. 22nd International Conference on Information Fusion (FUSION 2019), Ottawa, Canada, July 2-5, 2019. DOI : 10.23919/FUSION43075.2019.9011178.Kernel Modeling Super-Resolution on Real Low-Resolution Images
2019. IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, SOUTH KOREA, Oct 27-Nov 02, 2019. p. 2433-2443. DOI : 10.1109/ICCV.2019.00252.Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning
2019
Drone Shadow Tracking
2019
Closed-Form Solution to Disambiguate Defocus Blur in Single-Perspective Images
2019. OSA Imaging and Applied Optics Congress, Mathematics in Imaging, June 2019. p. MM1D.2. DOI : 10.1364/MATH.2019.MM1D.2.Comparative analysis of transmittance measurement geometries and apparatus
2019. IS&T International Symposium on Electronic Imaging 2019, Burlingame, California USA, January 13-17, 2019.A comparative study on wavelets and residuals in deep super resolution
2019. 2019 IS&T International Symposium on Electronic Imaging, Burlingame, California USA, 13 – 17 January, 2019.AR in VR: Simulating augmented reality glass for image fusion
2019. 2019 IS&T International Symposium on Electronic Imaging, Burlingame, California USA, 13 – 17 January, 2019.PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results
2019. European Conference on Computer Vision Workshops 2018, Munich, Germany, September 8-14, 2018. p. 356–371. DOI : 10.1007/978-3-030-11021-5_22.Multi-Modal Spectral Image Super-Resolution
2019. Perceptual Image Restoration and Manipulation (PIRM) Workshop (in conjunction with ECCV 2018), Munich, Germany, September 14, 2018. p. 35-50. DOI : 10.1007/978-3-030-11021-5_3.2018
Fourier-Domain Optimization for Image Processing
2018-09-11.AR in VR: Simulating Infrared Augmented Vision
2018-09-06. 25th IEEE International Conference on Image Processing (ICIP), Athens, Greece, October 7-10, 2018. DOI : 10.1109/ICIP.2018.8451811.Scale-Adaptive Superpixels
2018. Color and Imaging Conference (CIC26), Vancouver, Canada, November 12-16, 2018. p. 1-6(6). DOI : 10.2352.Deep Feature Factorization for Concept Discovery
2018. 15th European Conference on Computer Vision (ECCV), Munich, Germany, September 8-11, 2018. p. 352-368. DOI : 10.1007/978-3-030-01267-0.Deep Learning for Logic Optimization Algorithms
2018-01-01. IEEE International Symposium on Circuits and Systems (ISCAS), Florence, ITALY, May 27-30, 2018. DOI : 10.1109/ISCAS.2018.8351885.Deep Residual Network for Joint Demosaicing and Super- Resolution
2018. 26th Color and Imaging Conference 2018 (CIC26): Color Science and Engineering Systems, Technologies, and Applications, Vancouver, Canada, November 12-16, 2018.Sculpture paintings
2018-08-17. Expressive 18, Victoria, British Columbia, Canada, August 17-19, 2018. p. 1-8. DOI : 10.1145/3229147.3229156.AAM: An Assessment Metric of Axial Chromatic Aberration
2018. IEEE International Conference on Image Processing (ICIP). p. 2486-2490. DOI : 10.1109/ICIP.2018.8451377.Learning to See through Reflections
2018. ICCP 2018, Carnegie Mellow University, Pittsburgh, PA, May, 4-6, 2018. DOI : 10.1109/ICCPHOT.2018.8368464.Near-Infrared Fusion for Photorealistic Image Dehazing
2018. Color Imaging: Displaying, Processing, Hardcopy, and Applications Session, at IS&T Electronic Imaging 2018, Burlingame, California, USA, January 28th – February 2nd 2018.2017
A Handwritten French Dataset for Word Spotting – CFRAMUZ
2017. The 4th International Workshop on Historical Document Imaging and Processing (HIP 2017), Kyoto, Japan, November 10-11, 2017. p. 25–30. DOI : 10.1145/3151509.3151523.Correlation-Based Deblurring Leveraging Multispectral Chromatic Aberration in Color and Near-Infrared Joint Acquisition
2017. IEEE International Conference on Image Processing (ICIP), Beijing, China, September 17-20, 2017. p. 1402-1406. DOI : 10.1109/ICIP.2017.8296512.Color Representation in Deep Neural Networks
2017. IEEE International Conference on Image Processing (ICIP), Beijing, China, September 17-20, 2017. p. 2786-2790. DOI : 10.1109/ICIP.2017.8296790.Keyword-based Image Color Re-rendering with Semantic Segmentation
2017. IEEE International Conference on Image Processing (ICIP), Beijing, China, October 1-5, 2017. p. 2936-2940. DOI : 10.1109/ICIP.2017.8296820.Preserving Perceptual Contrast in Decolorization with Optimized Color Orders
2017. IEEE International Conference on Image Processing (ICIP), Beijing, China, September 17-20, 2017. p. 1227-1231. DOI : 10.1109/ICIP.2017.8296477.La Localisation du Jaune dans des Dessins de Dieux Réalisés par des Enfants
2017. Premiere annual conference of the international Alliance of Digital Humanities Organizations (DH 2017), Montreal, Canada, August 8-11, 2017.From Mnemosyne To Terpsichore – The Bilderatlas After The Image
2017. Premiere Annual Conference of the International Alliance of Digital Humanities Organizations (DH 2017), Montreal, Canada, August 8-11, 2017.Simultaneous Geometric and Radiometric Calibration of a Projector-Camera Pair
2017. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, Hawaii, USA, July 21-26, 2017. p. 3596-3604. DOI : 10.1109/CVPR.2017.383.Single Image Reflection Suppression
2017. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, Hawaï, USA, July 21-26, 2017. p. 1752-1760. DOI : 10.1109/Cvpr.2017.190.Superpixels and Polygons using Simple Non-Iterative Clustering
2017. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, Hawaï, USA, July 21-26, 2017. p. 4895-4904. DOI : 10.1109/Cvpr.2017.520.Webly Supervised Semantic Segmentation
2017. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, Hawaï, USA, July 21-26, 2017. p. 1705-1714. DOI : 10.1109/Cvpr.2017.185.Revealing Information by Averaging
Journal of the Optical Society of America A. 2017. Vol. 34, num. 5, p. 743-751. DOI : 10.1364/Josaa.34.000743.Face Recognition in Real-world Images
2017. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, USA, March 5-9. p. 1482-1486. DOI : 10.1109/ICASSP.2017.7952403.Extreme Image Completion
2017. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, USA, March 5-9. p. 1333-1337. DOI : 10.1109/ICASSP.2017.7952373.Handheld reflectance acquisition of paintings
IEEE Transactions on Computational Imaging. 2017. Vol. 3, num. 4, p. 580-591. DOI : 10.1109/TCI.2017.2749182.2016
Method to produce a full-color smoothed image
EP2309449; EP2309449.
2016.