Sabine Süsstrunk
EPFL IC IINFCOM IVRL
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Expertise
Computational photography, Computational imaging, Image processing, Computer vision, Machine Learning, Computational image quality and aesthetics
Prix et distinctions
Royal Flemish Academy of Belgium for Science and the Arts
2025
UK Royal Photographic Society
2025
International Artificial Intelligence Industry Alliance (AIIA)
2024
European Laboratory for Learning and Intelligent Systems ELLIS
2021
Swiss Academy of Engineering Sciences SATW
2021
EPFL Student Association AGEPOLY
2020
IS&T: The Society of Imaging Science and Technology
2018
IEEE: Institute of Electrical and Electronics Engineers
2017
IS&T: The Society of Imaging Science and Technology
2014
IS&T
2013
IS&T: The Society of Imaging Science and Technology
2008
International Color Consortium (ICC)
2001
2024 Artificial Life Conference (ALIFE)
2024
IEEE 20th International Conference on Image Processing (ICIP)
2013
IS&T/SID 20th Color and Imaging Conference
2012
IS&T/SID 18th Color and Imaging Conference
2010
ACM Multimedia
2010
IS&T/SPIE Electronic Imaging: Multimedia on Mobile Devices
2010
IS&T/SID 16th Color and Imaging Conference
2008
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.Data-Driven Music Theory: Curating and Investigating Large Corpora of Digitally Encoded Music Analyses
Lausanne, EPFL, 2024. DOI : 10.5075/epfl-thesis-10276.Efficient Temporally-Aware DeepFake Detection using H.264 Motion Vectors
2024. Electronic Imaging Media Watermarking, Security, and Forensics, Californie, USA, Janvier, 21-25, 2024.Aggregating Spatial and Photometric Context for Photometric Stereo
Lausanne, EPFL, 2024. DOI : 10.5075/epfl-thesis-9806.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.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. 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.Improving Object Detection under Domain Shifts
Lausanne, EPFL, 2023. DOI : 10.5075/epfl-thesis-9805.Saliency prediction in 360° architectural scenes: Performance and impact of daylight variations
Journal of Environmental Psychology. 2023. 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.Deep Learning Generalization with Limited and Noisy Labels
Lausanne, EPFL, 2023. DOI : 10.5075/epfl-thesis-8988.DyNCA: Real-time Dynamic Texture Synthesis Using Neural Cellular Automata
2023. DOI : 10.48550/arxiv.2211.11417.Automated Human Motion Analysis and Synthesis
Lausanne, EPFL, 2023. DOI : 10.5075/epfl-thesis-8976.TempSAL - Uncovering Temporal Information for Deep Saliency Prediction
2023Training Provably Robust Models by Polyhedral Envelope Regularization
Ieee Transactions On Neural Networks And Learning Systems. 2023. DOI : 10.1109/TNNLS.2021.3111892.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.Scene Decomposition and Relighting from Image Collections in Neural Rendering
2022-08-23Aesthetics-Oriented Video Generation and Editing
2022-08-15MulT: 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. 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. DOI : 10.1109/LSP.2022.3227522.MulT: An End-to-End Multitask Learning Transformer
2022-01-01. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, Jun 18-24, 2022. p. 12021-12031. DOI : 10.1109/CVPR52688.2022.01172.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.Predicting emotional response to visual stimuli, a machine learning approach
2022Towards Verifiable, Generalizable and Efficient Robust Deep Neural Networks.
Lausanne, EPFL, 2022. DOI : 10.5075/epfl-thesis-9128.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. 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.Light Path Gradients for Forward and Inverse Rendering
Lausanne, EPFL, 2021. DOI : 10.5075/epfl-thesis-8188.Human-Centered Scene Understanding via Crowd Counting
Lausanne, EPFL, 2021. DOI : 10.5075/epfl-thesis-8979.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.Context-Aware Image Super-Resolution Using Deep Neural Networks
Lausanne, EPFL, 2021. DOI : 10.5075/epfl-thesis-9549.Deep Image Restoration: Between Data Fidelity and Learned Priors
Lausanne, EPFL, 2021. DOI : 10.5075/epfl-thesis-8057.Megapixel SPAD cameras for time-resolved applications
Lausanne, EPFL, 2021. DOI : 10.5075/epfl-thesis-8773.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.Evaluating salient object detection in natural images with multiple objects having multi-level saliency
Iet Image Processing. 2020-08-21. DOI : 10.1049/iet-ipr.2019.0787.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.Scene relighting with illumination estimation in the latent space on an encoder-decoder scheme
2020-06-03VIDIT: Virtual Image Dataset for Illumination Transfer
2020-05-11Divergence-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.The Learnability of the Grammar of Jazz: Bayesian Inference of Hierarchical Structures in Harmony
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-10404.Dynamic media content categorisation method
US11961300 ; US2022207864 ; EP3963503 ; WO2020222027 . 2020.Painting by Numbers: Computational Methods and the History of Art
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-7318.Image Restoration using Plug-and-Play CNN MAP Denoisers
2020-01-01. 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) / 15th International Conference on Computer Vision Theory and Applications (VISAPP), Valletta, MALTA, Feb 27-29, 2020. p. 85-92. DOI : 10.5220/0008990700850092.Precise and accurate image-based measurements of optical material properties
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-10361.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.Active illumination and computational Methods for Temporal and Spectral Super-Resolution Microscopy
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-7844.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.Towards Real-World Super-Resolution using Deep Neural Networks
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-7317.Learning and leveraging shared domain semantics to counteract visual domain shifts
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-10000.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
2020Solving 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. 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
2019Evaluating and Interpreting Deep Convolutional Neural Networks via Non-negative Matrix Factorization
Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-9372.Drone Shadow Tracking
2019New Approaches to Artistic Synthesis Relying on Visual Perception
Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-9189.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.Learning to Reduce Annotation Load
Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-9074.Context-based Quality of Experience in Immersive Multimedia
Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-7272.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.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.Making large art historical photo archives searchable
Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8857.Observation of a phononic quadrupole topological insulator
Nature. 2018. DOI : 10.1038/nature25156.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.Sampling the Multiple Facets of Light
Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8795.Sculpture paintings
2018-08-17. Expressive 18, Victoria, British Columbia, Canada, August 17-19, 2018. p. 1-8. DOI : 10.1145/3229147.3229156.Looking beyond Pixels
Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8340.Airborne Hyperspectral Imaging of Lakes
Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8543.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.Computational Aesthetics and Image Enhancements using Deep Neural Networks
Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8420.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.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.Sparse Gradient Optimization and its Applications in Image Processing
Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7913.Miniature hyperspectral systems
Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7647.On Modeling the Synergy Between Acoustic and Lexical Information for Pronunciation Lexicon Development
Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7851.Complex event recognition through wearable sensors
Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7653.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. DOI : 10.1364/Josaa.34.000743.Blowing in the Wind
Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7630.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. DOI : 10.1109/TCI.2017.2749182.Method to produce a full-color smoothed image
EP2309449 ; EP2309449 . 2016.Demultiplexing Visible and Near-Infrared Information in Single- Sensor Multispectral Imaging
2016. Color Computational Imaging Conference (CIC 24), San Diego, CA, USA, November 7-11, 2016.Computational Analysis of Urban Places Using Mobile Crowdsensing
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-7243.Pose and Pathosformel in Aby Warburg’s Bilderatlas
2016. The 14th European Conference on Computer Vision (ECCV'16), Amsterdam, The Netherlands, October 11-14. p. 888–902. DOI : 10.1007/978-3-319-46604-0_61.IMAGE AESTHETIC PREDICTORS BASED ON WEIGHTED CNNS
2016. The 23rd IEEE International Conference on Image Processing (ICIP 2016), Phoenix, AZ, USA, September 25-28. p. 2291-2295. DOI : 10.1109/ICIP.2016.7532767.Color Changing Prints on a Metallic Substrate
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-6991.Image Based Relighting of Cultural Artifacts
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-6990.Trustworthy Biometric Verification under Spoofing Attacks
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-6879.Shapes from Pixels
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-6986.Analysis and Synthesis of Structured Variations in 3D Geometries
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-6940.Automated Reconstruction of Evolving Curvilinear Tree Structures
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-6930.Learning Explainable User Sentiment and Preferences for Information Filtering
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-6920.Non-parametric Blur Map Regression for Depth of Field Extension
IEEE Transactions on Image Processing. 2016. DOI : 10.1109/TIP.2016.2526907.Real-Time Computational Gigapixel Multi-Camera Systems
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-6919.Combine and Conquer
Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6831.FASA: Fast, Accurate, and Size-Aware Salient Object Detection
2015. 12th Asian Conference on Computer Vision (ACCV), Singapore, Nov 1-5, 2014. p. 514-528. DOI : 10.1007/978-3-319-16811-1_34.Joint Acquisition of Color and Near-Infrared Images on a Single Sensor
Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6766.Image Aesthetics Depends on Context
2015. International Conference on Image Processing, Québec City, Canada, September 27-30, 2015. p. 3788-3792. DOI : 10.1109/ICIP.2015.7351513.Multiscale guided deblurring: Chromatic aberration correction in color and near-infrared imaging
2015. European Conference on Signal Processing, Nice, France. p. 2336-2340. DOI : 10.1109/EUSIPCO.2015.7362802.Computational Methods for Fabrication-aware Modeling, Rationalization and Assembly of Architectural Structures
Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6685.Color Reproduction with Juxtaposed Halftoning
Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6703.Are All Pixels Equally Important? Towards Multi-Level Salient Object Detection
Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6700.High Relief from 3D Scenes
Computer Graphics Forum (Eurographics, Zurich). 2015. DOI : 10.1111/cgf.12557.Human responsive daylighting in offices
Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6660.Computational Analysis Of Behavior In Employment Interviews And Video Resumes
Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6567.Structure Modeling of High Dimensional Data
Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6590.Semantic-Improved Color Imaging Applications: It Is All About Context
IEEE Transactions on Multimedia. 2015. DOI : 10.1109/TMM.2015.2410175.Modeling the Importance of Faces in Natural Images
2015. Human Vision and Electronic Imaging XX, IS&T/SPIE Electronic Imaging, San Francisco, USA, February 9 - 12, 2015. DOI : 10.1117/12.2076936.An Interactive App for Color Deficient Viewers
2015. SPIE - IS&T, Electronic Imaging, San Francisco, CA, USA, February 8-12, 2015. DOI : 10.1117/12.2075162.Gradient-Based Correction of Chromatic Aberration in the Joint Acquisition of Color and Near-Infrared Images
2015. Proceedings of IS&T/SPIE EI: Digital Photography and Mobile Imaging XI, San Francisco, California, USA, February 8-12, 2015. DOI : 10.1117/12.2077102.A Practical Method for Measuring the Spatial Frequency Response of Light Field Cameras
2014. IEEE International Conference on Image Processing, Paris, France, October 27-30, 2014. p. 5776-5780. DOI : 10.1109/ICIP.2014.7026168.Binarization-free Text Line Extraction for Historical Manuscripts
2014. Digital Humanities, Lausanne, Switzerland, July 7-12, 2014. p. 83-85.Saliency Detection Using Regression Trees on Hierarchical Image Segments
2014. 21st IEEE International Conference on Image Processing, Paris, France, October 27-30, 2014. p. 3302-3306. DOI : 10.1109/ICIP.2014.7025668.Computational Shape Understanding for 3D Reconstruction and Modeling
Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6259.Creating Personalized Jigsaw Puzzles
2014. 12th International Symposium on Non-Photorealistic Animation and Rendering. p. 31-39. DOI : 10.1145/2630397.2630405.Compressive Acquisition of Color and Near-Infrared Images
IEEE International Conference on Computational Photography, Santa Clara, California, USA, May 2-4, 2014.Seam Carving for Text Line Extraction on Color and Grayscale Historical Manuscripts
2014. 14th International Conference on Frontiers in Handwriting Recognition (ICFHR), Crete, Greece, September 1-4, 2014. p. 726-731. DOI : 10.1109/ICFHR.2014.127.Recovering Badly Exposed Objects From Digital Photos Using Internet Images
2014. IS&T/SPIE Electronic Imaging Symposium. p. 90230W. DOI : 10.1117/12.2042460.An Interactive Tool for Gamut Masking
2014. IS&T/SPIE Electronic Imaging: Measuring, Modeling, and Reproducing Material Appearance. DOI : 10.1117/12.2038355.Temporally Consistent Snow Cover Estimation from Noisy, Irregularly Sampled Measurements
2014. 9th International Conference on Computer Vision Theory and Applications (VISAPP), Lisbon, Portugal, January 5-8, 2014.Automatic and Accurate Shadow Detection using Near-Infrared Information
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2014. DOI : 10.1109/TPAMI.2013.229.Perception and Reproduction of Auditory Spatial Impression
Lausanne, EPFL, 2013. DOI : 10.5075/epfl-thesis-5913.Mirror Match: Reliable Feature Point Matching Without Geometric Constraints
2013. 2nd IAPR Asian Conference on Pattern Recognition (ACPR2013), Okinawa, Japan, November 5-8, 2013.Estimating Beauty Ratings of Videos using Supervoxels
2013. 21st ACM International Conference on Multimedia, Barcelona, Spain, October 21-25, 2013. p. 385-388. DOI : 10.1145/2502081.2508125.Rare is Interesting: Connecting Spatio-Temporal Behavior Patterns with Subjective Image Appeal
2013. The 21st ACM International Conference on Multimedia, Barcelona, Spain, October 21-25, 2013. p. 31-36. DOI : 10.1145/2509230.2509234.Low-Level Salient Region Detection Using Multi-Scale Filtering
2013Automatic Color Palette Creation from Words
2013. IS&T 21st Color and Imaging Conference, Albuquerque, New Mexico, November 4-8, 2013. p. 69-74.Automatic Detection of Dust and Scratches in Silver Halide Film using Polarized Dark-Field Illumination
2013. IEEE 20th International Conference on Image Processing (ICIP), Melbourne, Australia, September 15-18, 2013. p. 2096-2100. DOI : 10.1109/ICIP.2013.6738432.Near-Infrared Guided Color Image Dehazing
2013. IEEE 20th International Conference on Image Processing (ICIP), Melbourne, Australia, September 15-18, 2013. p. 2363-2367. DOI : 10.1109/ICIP.2013.6738487.Camera design for the simultaneous capture of near-infrared and visible images
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Lausanne, EPFL, 2013. DOI : 10.5075/epfl-thesis-5781.Incorporating Near-Infrared into Scene Understanding
Lausanne, EPFL, 2013. DOI : 10.5075/epfl-thesis-5806.A Novel Compressive Sensing Approach to Simultaneously Acquire Color and Near-infrared Images on a Single Sensor
2013. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada, May 26-31, 2013. p. 1646-1650. DOI : 10.1109/ICASSP.2013.6637931.Advanced Social Media Analysis
Lausanne, EPFL, 2013. DOI : 10.5075/epfl-thesis-5713.Text Recognition in Natural Images Using Multiclass Hough Forests
2013. 8th International Conference on Computer Vision Theory and Applications (VISAPP), Barcelona, Spain, February 21-24, 2013. p. 737-741.Semantic Awareness for Automatic Image Interpretation
Lausanne, EPFL, 2013. DOI : 10.5075/epfl-thesis-5635.Statistical Shape Descriptors for Ancient Maya Hieroglyphs Analysis
Lausanne, EPFL, 2013. DOI : 10.5075/epfl-thesis-5616.Framework for printing with daylight fluorescent inks
Lausanne, EPFL, 2013. DOI : 10.5075/epfl-thesis-5636.What is the Space of Spectral Sensitivity Functions for Digital Color Cameras?
2013. IEEE Workshop on the Applications of Computer Vision (WACV), Clearwater Beach, Florida, USA, January 17-18, 2013. p. 168-179. DOI : 10.1109/WACV.2013.6475015.Method and system for recommending a product based upon skin color estimated from an image
EP2131697 ; CN101668451 ; KR101140533 ; JP2010520551 ; CN101668451 ; KR20100005072 ; EP2131697 ; WO2008108760 . 2012.Games with Hypotheses: Color, Text and Texture
2012. IS&T/SID 20th Color and Imaging Conference (CIC), Los Angeles, California, USA, November 14-16, 2012. p. 36-40.Semantic-Driven Selection of Printer Color Rendering Intents
2012. IS&T/SID Color and Imaging Conference, Los Angeles, California, USA, November 12 - 16, 2012. p. 323-328.An Efficient Demosaicing Technique using Geometrical Information
2012. IEEE International Conference on Imaging Processing (ICIP), Orlando, Floriday, USA, Sept. 30 - Oct. 3, 2012. DOI : 10.1109/ICIP.2012.6467478.Semantic Image Segmentation Using Visible and Near-Infrared Channels
2012. 4th Workshop on Color and Photometry in Computer Vision at ECCV12, Florence, Italy, October 7-13, 2012. p. 461-471. DOI : 10.1007/978-3-642-33868-7_46.Compression of Multispectral Images: Color (RGB) plus Near-Infrared (NIR)
2012. IEEE International Workshop on Multimedia Signal Processing, Banff, Canada, September 17-19, 2012. p. 65-70. DOI : 10.1109/MMSP.2012.6343417.A Large-Scale Multi-Lingual Color Thesaurus
2012. IS&T/SID 20th Color and Imaging Conference (CIC), Los Angeles, California, USA, November 12 - 16, 2012. p. 30-35.Joint Statistical Analysis of Images and Keywords with Applications in Semantic Image Enhancement
2012. ACM Multimedia, Osaka, Japan, October 29 - November 2, 2012. p. 489-498. DOI : 10.1145/2393347.2393417.Omnidirectional Light Field Analysis and Reconstruction
Lausanne, EPFL, 2012. DOI : 10.5075/epfl-thesis-5483.Miniaturized Microwave Cavities for Industrial Applications
Lausanne, EPFL, 2012. DOI : 10.5075/epfl-thesis-5493.SLIC Superpixels Compared to State-of-the-art Superpixel Methods
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012. DOI : 10.1109/TPAMI.2012.120.Automatic and Accurate Shadow Detection using Near-Infrared Information
IEEE International Conference on Computational Photography, Seattle, WA, USA, April 27-29, 2012.Spectral Sharpening by Spherical Sampling
Journal of the Optical Society of America A. 2012. DOI : 10.1364/JOSAA.29.001199.A New In-Camera Imaging Model for Color Computer Vision and its Application
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012. DOI : 10.1109/TPAMI.2012.58.What is the color of chocolate? - extracting color values of semantic expressions
2012. IS&T 6th European Conference on Colour in Graphics, Imaging, and Vision (CGIV 2012)., University of Amsterdam, Amsterdam, Netherlands, May 6-9, 2012. p. 355-361.Optimum Spectral Sensitivity Functions for Single Sensor Color Imaging
2012. Proceedings of IS&T/SPIE EI: Digital Photography VIII, San Francisco. California, USA, January 22-26, 2012. p. 829904. DOI : 10.1117/12.907904.Image sensor having nonlinear response
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2011Removing Shadows from Images Using Color and Near-infrared
2011. IEEE International Conference on Image Processing (ICIP), Brussels, Belgium. DOI : 10.1109/ICIP.2011.6115788.Correlation-based Joint Acquisition and Demosaicing of Visible and Near-Infrared Images
2011. IEEE International Conference on Image Processing, Brussels, Belgium, September 11-15, 2011. DOI : 10.1109/ICIP.2011.6116339.Revisiting Radiometric Calibration for Color Computer Vision
2011. 13th International Conference on Computer Vision (ICCV), Barcelona, Spain, November 6-13, 2011. DOI : 10.1109/ICCV.2011.6126234.Spatio-Chromatic Decorrelation by Shift-Invariant Filtering
2011. IEEE CVPR Workshop on Biologically Consistent Vision, Colorado Springs, CO, USA, June 2011. DOI : 10.1109/CVPRW.2011.5981688.Multispectral Interest Points for RGB-NIR Image Registration
2011. IEEE International Conference on Image Processing, Brussels, Belgium, September 2011. DOI : 10.1109/ICIP.2011.6115818.Multispectral SIFT for Scene Category Recognition
2011. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2011), Colorado Springs, CO, USA, June 2011. p. 177-184. DOI : 10.1109/CVPR.2011.5995637.Evaluation of a Hyperspectral Image Database for Demosaicking Purposes
2011. IS&T/SPIE Electronic Imaging: Digital Photography VII, San Francisco, January 24-27, 2011. DOI : 10.1117/12.876764.Analyzing Near-infrared Images for Utility Assessment
2011. IS&T/SPIE Electronic Imaging: Human Vision and Electronic Imaging XVI, San Francisco, California, USA, January 24 - 27, 2011. DOI : 10.1117/12.876494.Saliency-driven Black Point Compensation
2011. IS&T / SPIE Electronic Imaging, Color Imaging XVI: Display, Processing, Hardcopy, and Applications, San Francisco, CA, USA, January 23-27, 2011. DOI : 10.1117/12.872448.Finding Objects of Interest in Images using Saliency and Superpixels
Lausanne, EPFL, 2011. DOI : 10.5075/epfl-thesis-4908.Digital Photography
Journal Of Electronic Imaging. 2010. DOI : 10.1117/1.3459944.Automatic and accurate shadow detection from (potentially) a single image using near-infrared information
2010Automatic Skin Enhancement with Visible and Near-Infrared Image Fusion
2010. ACM MULTIMEDIA 2010, Florence, Italy, October 25-29, 2010. DOI : 10.1145/1873951.1874324.Material-Based Object Segmentation Using Near-Infrared Information
2010. IS&T/SID 18th Color and Imaging Conference (CIC), San Antonio, Texas, November 8–12, 2010. p. 196-201.Automatic grouping of semantic keywords to improve image rendering
2010. IS&T/SID 18th Color and Imaging Conference (CIC), San Antonio, Texas, USA, November 8-12, 2010. p. 217-222.Saliency Detection using Maximum Symmetric Surround
2010. IEEE International Conference on Image Processing, Hong Kong, China, September 26-29. DOI : 10.1109/ICIP.2010.5652636.GUI-Aided NIR and Color Image Blending
2010. 15th IEEE Mediterranean Electrotechnical Conference (MELECON), Valletta, Malta, 25 - 28 April 2010. p. 1111-1116. DOI : 10.1109/MELCON.2010.5476359.SLIC Superpixels
2010Enhancing the Visible with the Invisible: Exploiting Near-Infrared to Advance Computational Photography and Computer Vision
2010. 48th Society for Information Display (SID) International Symposium, Seminar and Exhibition (SID 2010), Seattle, Washington, USA, May 23-28, 2010. p. 90-93. DOI : 10.1889/1.3500628.The Gigavision Camera
IEEE International Conference on Computational Photography (ICCP), MIT, Boston, Massachusetts, USA, March 28-30, 2010.Enhancing the Visible with the Invisble: RGB plus Near-Infrared
IEEE International Conference on Computational Photography (ICCP), MIT, Boston, Massachusetts, USA, March 28-30, 2010.Cell Phones as Imaging Sensors
2010. SPIE Defense, Security, and Sensing: Mobile Multimedia/Image Processing, Security, and Applications 2010, Orlando, Florida, USA, April 5-9, 2010. DOI : 10.1117/12.855626.Daylight illuminant retrieval using redundant image elements
Journal of the Optical Society of America A. 2010.Mobile Cosmetics Advisor: An Imaging Based Mobile Service
2010. IS&T/SPIE Electronic Imaging: Multimedia on Mobile Devices 2010, San Jose, CA, USA, January 17-21, 2010. DOI : 10.1117/12.840303.On Pixel Detection Threshold in the Gigavision Camera
2010. IS&T/SPIE Electronic Imaging, Digital Photography VI, San Jose, January 17-21, 2010. DOI : 10.1117/12.840015.Exploiting redundancy in color images
Lausanne, EPFL, 2010. DOI : 10.5075/epfl-thesis-4582.Display method and system using transmissive and emissive components
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2009. IS&T/SID 17th Color Imaging Conference (CIC), Albuquerque, NM, USA, 11-13 November, 2009.Combining visible and near-infrared images for realistic skin smoothing
2009. IS&T/SID 17th Color Imaging Conference, Albuquerque, NM, USA, 11-13 November, 2009.Designing color filter arrays for the joint capture of visible and near-infrared images
2009. IEEE International Conference on Image Processing, Cairo, Egypt, November 7-10, 2009. DOI : 10.1109/ICIP.2009.5414324.Face Image Enhancement Using 3D and Spectral Information
2009. IEEE International Conference on Image Processing (ICIP), Cairo, November 7-11. 2009. DOI : 10.1109/ICIP.2009.5414334.Image Summaries using Database Saliency
2009. The 2nd ACM SIGGRAPH Conference and Exhibition in Asia (SIGGRAPH Asia), Yokohama, Japan, December 16-19, 2009. p. 43. DOI : 10.1145/1666778.1666821.Image Reconstruction in the Gigavision Camera
2009. Ninth Workshop on Omnidirectional Vision, Camera Networks and Non-classical Cameras (OMNIVIS 2009), Kyoto, September 27 - October 4. p. 2212-2219. DOI : 10.1109/ICCVW.2009.5457554.Color Image Dehazing using the Near-Infrared
2009. IEEE International Conference on Image Processing (ICIP), Cairo, Egypt, November 7-11, 2009. DOI : 10.1109/ICIP.2009.5413700.Memory colour segmentation and classification using class-specific eigenregions
Journal of the Society for Information Display. 2009. DOI : 10.1889/JSID17.11.921.A Home Décor expert in your camera
2009. 17th IS&T/SID Color Imaging Conference, Albuquerque, New Mexico, USA, November 9-13, 2009. p. 85-90.True color communication
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2009. IEEE International Conference on Image Processing, Cairo, Egypt, November 7-11, 2009. DOI : 10.1109/ICIP.2009.5413815.Frequency-tuned Salient Region Detection
2009. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2009), Miami Beach, Florida, June 20-25, 2009. p. 1597-1604. DOI : 10.1109/CVPR.2009.5206596.Appearance-based Keypoint Clustering
2009. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2009), Miami Beach, FL, USA, June 20-25, 2009. DOI : 10.1109/CVPR.2009.5206514.The Gigavision Camera
2009. IEEE International Conference on Acoustics, Speech, and Signal Processing, Taipei, April 19-24, 2009. p. 1093-1096. DOI : 10.1109/ICASSP.2009.4959778.Illuminant estimation and detection using near infrared
2009. IS&T/SPIE Electronic Imaging: Digital Photography V, San Jose, USA, January 18-22, 2009. DOI : 10.1117/12.806431.Display system and method using a projector and a reflective display
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2008. IS&T/SID 16th Color Imaging Conference, Portland, USA, November 10-15, 2008. p. 176-182.Segmenting memory colours
2008. IS&T/SID 16th Color Imaging Conference, Portland, USA, November 10-15, 2008. p. 315-320.Color Match: An Imaging Based Mobile Cosmetics Advisory Service
2008. ACM MobileHCI 2008, Amsterdam, September 2-5, 2008. p. 335-338. DOI : 10.1145/1409240.1409281.Illuminant retrieval for fixed location cameras
2008. IS&T/SID 16th Color Imaging Conference, Portland, OR, November 10-15, 2008. p. 227-231.Salient Region Detection and Segmentation
2008. International Conference on Computer Vision Systems (ICVS '08), Santorini, Greece, May 12-15 2008. p. 66-75. DOI : 10.1007/978-3-540-79547-6_7.Linear Minimum Mean Square Error Demosaicking
Single-Sensor Imaging: Methods and Applications for Digital Cameras; CRC Press, 2008.Digital Camera Workflow for High Dynamic Range Images Using a Model of Retinal Processing
2008. IS&T/SPIE Electronic Imaging: Digital Photography IV, San Jose, CA, USA, January 28-29, 2008. DOI : 10.1117/12.767728.The Flux: Creating a Large Annotated Image Database
2008. IS&T/SPIE Electronic Imaging: Image Quality and System Performance V, San Jose, CA, USA, January 28-30, 2008. DOI : 10.1117/12.767609.Repairing Gamut Problems in CIECAM02: A Progress Report
Color Research and Applications. 2008. DOI : 10.1002/col.20432.Higher Order SVD Analysis for Dynamic Texture Synthesis
IEEE Transactions on Image Processing. 2008. DOI : 10.1109/TIP.2007.910956.Image Formation, Colorimetry, Color Spaces, Color Encodings and Color Image Encodings, Color Management
Focal Encyclopedia of Photography: 4th Edition; Elsevier (Focal Press), 2007. p. 382-399.Color correction of uncalibrated images for the classification of human skin color
2007. 15th IS&T/SID Color Imaging Conference, Albuquerque, NM, USA, November 5-9, 2007. p. 331-335.Assessing human skin color from uncalibrated images
International Journal of Imaging, Systems and Technology. 2007. DOI : 10.1002/ima.20114.Compact representations for static and dynamic texture synthesis
Lausanne, EPFL, 2007. DOI : 10.5075/epfl-thesis-3835.A Model of Retinal Local Adaptation for the Tone Mapping of Color Filter Array Images
Journal of the Optical Society of America A. 2007. DOI : 10.1364/JOSAA.24.002807.Tone Mapping For High Dynamic Range Displays
2007. IS&T/SPIE Electronic Imaging: Human Vision and Electronic Imaging XII, San Jose, January 2007. DOI : 10.1117/12.706472.Joint Demosaicing and Super-Resolution Imaging from a Set of Unregistered Aliased Images
2007. IS&T/SPIE Electronic Imaging: Digital Photography III, San Jose, CA, USA, January 28 - February 1, 2007. DOI : 10.1117/12.703980.Multidimensional image enhancement from a set of unregistered differently exposed images
2007. IS&T/SPIE Electronic Imaging: Computational Imaging V, San Jose, CA, USA, January 28 - February 1. DOI : 10.1117/12.704004.Dynamic Texture on Fixed-Point Architectures
2006Color matching functions for a perceptually uniform RGB space
2006. ISCC/CIE Expert Symposium, Ottawa, Canada.Dynamic Texture Analysis and Synthesis using Tensor Decomposition
2006. International Symposium on Visual Computing, Lake Tahoe, Nevada, USA, November 6-8. p. 245–254. DOI : 10.1007/11919629_26.Dynamic Texture Synthesis: Compact Models Based on Luminance -Chrominance Color Representation
2006. IEEE International Conference on Image Processing (ICIP 2006), Atlanta, October 8-11. DOI : 10.1109/ICIP.2006.312924.Super-resolution from unregistered aliased images
Lausanne, EPFL, 2006. DOI : 10.5075/epfl-thesis-3591.Tone mapping for high dynamic range images
Lausanne, EPFL, 2006. DOI : 10.5075/epfl-thesis-3588.The Reproduction of Specular Highlights on High Dynamic Range Displays
2006. IS&T/SID 14th Color Imaging Conference, Scottsdale, November 6-10 2006.HDR CFA Image Rendering
2006. EURASIP 14th European Signal Processing Conference, Florence, Italy, September 4-8 2006.Effects of Motion and Configural Complexity on Color Transparency Perception
Visual Neuroscience. 2006. DOI : 10.1017/S0952523806233352.Registration of Aliased Images for Super-Resolution Imaging
2006. SPIE/IS&T Visual Communications and Image Processing Conference, San Jose, CA, 15-19 January 2006. p. 13-23. DOI : 10.1117/12.644032.High Dynamic Range Image Rendering Using a Retinex-Based Adaptive Filter
IEEE Transactions on Image Processing. 2006. DOI : 10.1109/TIP.2006.877312.A Frequency Domain Approach to Registration of Aliased Images with Application to Super-Resolution
EURASIP Journal on Advances in Signal Processing. 2006. DOI : 10.1155/ASP/2006/71459.Computing Chromatic Adaptation
University of East Anglia, 2005.Adapting the Sample Size in Texture Synthesis
2005Full-reference objective quality metrics for video watermarking, video segmentation and 3D model watermarking
Lausanne, EPFL, 2005. DOI : 10.5075/epfl-thesis-3411.Probabilistic modeling of texture transition for fast tracking and delineation
Lausanne, EPFL, 2005. DOI : 10.5075/epfl-thesis-3377.Evaluating Chromatic Adaptation Transform Performance
2005. IS&T/SID 13th Color Imaging Conference, Scottsdale, AZ, November 2005. p. 75-78.The Influence of Luminance on Local Tone Mapping
2005. IS&T/SID 13th Color Imaging Conference, Scottsdale, AZ, November. p. 276-282.Linear demosaicing inspired by the human visual system
IEEE Transactions on Image Processing. 2005. DOI : 10.1109/TIP.2004.841200.Consistent image-based measurement and classification of skin color
2005. IEEE International Conference on Image Processing, Genova, Italy, September 2005. p. 374-377. DOI : 10.1109/ICIP.2005.1530070.Super-Resolution from Highly Undersampled Images
2005. IEEE International Conference on Image Processing, Genova, Italy, September 2005. p. 889-892. DOI : 10.1109/ICIP.2005.1529894.Adaptive video delivery using semantics
Lausanne, EPFL, 2005. DOI : 10.5075/epfl-thesis-3236.Configural and perceptual factors influencing the perception of color transparency
Lausanne, EPFL, 2005. DOI : 10.5075/epfl-thesis-3181.Aliasing in Digital Cameras
SPIE EI Newsletter, Special Issue on Smart Image Acquisition and Processing. 2004.Color image enhancement using a Retinex-based adaptive filter
2004. IS&T Second European Conference on Color in Graphics, Image, and Vision (CGIV 2004), Aachen, Germany, April 2004. p. 359-363.Finding representatives in a large dataset of spectral reflectances
2004. IS&T Second European Conference on Color in Graphics, Image, and Vision (CGIV 2004), Aachen, Germany, April 2004. p. 275-280.Spatio-chromatic PCA of a mosaiced color image
2004. IS&T Second European Conference on Color in Graphics, Image, and Vision (CGIV 2004), Aachen, Germany, April 2004. p. 311-314.Mapping colour in image stitching applications
Journal of Visual Communication and Image Representation. 2004. DOI : 10.1016/j.jvcir.2003.06.001.Spatial frequency and lightness
2004. p. 18-21.Motion influences the Effects of Systematic Chromatic Changes
2004. IS&T Second European Conference on Color in Graphics, Imaging and Vision (CGIV 2004), Aachen, Germany, April 2004. p. 46-50.Spatio-chromatic ICA of a Mosaiced Color Image
2004. 5th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2004), Granada, Spain, September 2004. p. 946-953. DOI : 10.1007/978-3-540-30110-3_119.Visibility of noise in natural images
2004. IS&T/SPIE Electronic Imaging 2004: Human Vision and Electronic Imaging IX, San Jose, CA, January 2004. p. 121-129. DOI : 10.1117/12.526752.Double resolution from a set of aliased images
2004. < More Industry Events IS&T/SPIE 16th International Symposium Electronic Imaging: Science and Technology, San Jose, California, USA, 18-22 January 2004. p. 374-382. DOI : 10.1117/12.526478.Color image quality on the Internet
2004. IS&T/SPIE Electronic Imaging 2004: Internet Imaging V, San Jose, CA, January 2004. p. 118-131. DOI : 10.1117/12.537804.Bio-inspired image enhancement for natural color images
2004. IS&T/SPIE Electronic Imaging 2004: Human Vision and Electronic Imaging IV, San Jose, CA, January 2004. p. 46-56. DOI : 10.1117/12.526545.Virtual Sensor Design
2004. IS&T/SPIE Electronic Imaging 2004: Sensors and Camera Systems for Scientific, Industrial, and Digital Photography Applications V, San Jose, CA, January 2004. p. 408-419. DOI : 10.1117/12.525704.A Measure For Spatial Dependency In Natural Stochastic Textures
2004. IEEE International Conference on Image Processing, Singapore, October 24-27, 2004. p. 1525-1528. DOI : 10.1109/ICIP.2004.1421355.Eigenregions for Image Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2004. DOI : 10.1109/TPAMI.2004.123.Chromatic contrast detection in spatial chromatic noise
Visual Neuroscience. 2004. DOI : 10.1017/S0952523804213311.Shadow segmentation and tracking in real-world conditions
Lausanne, EPFL, 2004. DOI : 10.5075/epfl-thesis-3076.Color Contrast Detection in Spatial Chromatic Noise
2003.Accurate Color Demosaicing inspired by the Human Visual System
2003Spectral Bandwidths for the Detection of Colour within Random Colour Textures
2003. 26th European Conference on Visual Perception, Paris, France. p. 146.Region-based image classification for automatic color correction
2003. IS&T/SID 11th Color Imaging Conference, Scottsdale, AZ, November 2003. p. 59-65.Using colour to model outliers
2003. IS&T/SID 11th Color Imaging Conference, Scottsdale, AZ, November 2003. p. 107-114.Influence of Spectral Sensitivity Functions on color demosaicing
2003. IS&T/SID 11th Color Imaging Conference, Scottsdale, AZ, November 2003. p. 351-357.Measuring Colourfulness in Natural Images
2003. IS&T/SPIE Electronic Imaging 2003: Human Vision and Electronic Imaging VIII, San Jose, CA, January 2003. p. 87-95. DOI : 10.1117/12.477378.Study of Systematic Chromatic Changes in Color Space to Model Color Transparency
2003. IS&T/SPIE Electronic Imaging 2003: Human Vision and Electronic Imaging VIII, San Jose, CA, January 2003. p. 456-462. DOI : 10.1117/12.477776.Superresolution images reconstructed from aliased images
2003. p. 1398-1405. DOI : 10.1117/12.506874.Systematic Chromatic Changes underlying Color Transparency
2003. 26th European Conference on Visual Perception. p. 52.Outlier modeling in image matching
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2003. DOI : 10.1109/TPAMI.2003.1182094.New support vector algorithms for multicategorical data applied to real-time object recognition
Lausanne, EPFL, 2003. DOI : 10.5075/epfl-thesis-2826.Color Contrast Detection in Spatial Chromatic Noise
2002Managing colour in digital libraries
Colour Engineering: Achieving Device Independent Colour; John Wiley & Sons, Ltd, 2002. p. 1.Color Encodings for Image Databases
2002. IS&T/SPIE's Electronic Imaging: Internet Imaging III. p. 179-185. DOI : 10.1117/12.452684.White-Point Independant RGB Primaries for Color Image Encoding
2002. International Congress on Imaging Science (ICIS 2002), Tokyo, Japan, May 2002. p. 421-422.Modeling the Opto-Electronic Conversion Function (OECF) for Application in the Stitching of Panoramic Images
2002. International Conference on Imaging Systems (ICIS). p. 379-380.Color Ratios and Chromatic Adaptation
2002. IS&T First European Conference on Color in Graphics, Imaging and Vision (CGIV 2002), Poitiers, France, April 2002. p. 7-10.Optimization for Hue Constant RGB Sensors
2002. IS&T/SID 10th Color Imaging Conference, Scottsdale, November 2002. p. 343-348.Opponent Color Space Motivated by Retinal Processing
2002. IS&T First European Conference on Color in Graphics, Imaging and Vision (CGIV). p. 187-189.On Adaptive Non-Linarity for Color Discrimination and Chromatic Adaptation
2002. IS&T First European Conference on Color in Graphics, Imaging and Vision (CGIV). p. 190-195.Color Demosaicing by Estimating Luminance and Opponent Chromatic Signals in the Fourier Domain
2002. IS&T/SID 10th Color Imaging Conference, Scottsdale, AZ, Nov. 2002. p. 331-336.Perspectives on panoramic photography
Lausanne, EPFL, 2002. DOI : 10.5075/epfl-thesis-2419.Chromatic adaptation performance of different RGB sensors
2001. IS&T/SPIE Electronic Imaging 2001: Color Imaging, San Jose, CA, January 2001. p. 172-183. DOI : 10.1117/12.410788.Color Strategies for Image Databases
2001. 9th Congress of the International Colour Association (AIC 2002). p. 529-536. DOI : 10.1117/12.464633.Color Handling in Panoramic Photography
2001. IS&T/SPIE Electronic Imaging 2001: Videometrics and Optical Methods for 3D Shape Measurement. p. 62-72. DOI : 10.1117/12.410897.Spherical Sampling and Color Transformations
2001. IS&T/SID 9th Color Imaging Conference, Scottsdale, AZ, November 2001. p. 321-325.Spectral Sharpening and the Bradford Transform
2000. Color Imaging Symposium (CIS 2000), Derby, UK, 2000. p. 236-243.Performance of a Chromatic Adaptation Transform Based on Spectral Sharpening
2000. IS&T/SID 8th Color Imaging Conference, Scottsdale, AZ, November 2002. p. 49-55.Digital Photography - How Long Will It Last
2000. IEEE International Symposium on Circuits and Systems. p. 113-116. DOI : 10.1109/ISCAS.2000.857376.Standard RGB Color Spaces
1999. IS&T/SID 7th Color Imaging Conference, 1999. p. 127-134.Imaging Production Systems at Corbis Corporation
1998.Color Issues to Consider in Pictorial Image Databases
1997. p. 112-115.Imaging Systems for the Creation of a Large Digital Image Archive
1997. p. 322-325.Image Quality Issues for the Digitization of Photographic Collections
1996. p. 349-353.Image Quality Requirements for the Digitization of Photographic Collections
1996. IS&T/SPIE Electronic Imaging: Very High Resolution and Quality Imaging, 2663. p. 2-7. DOI : 10.1117/12.233021.Agitation, developing (second author: J. Holm), fixing, and washers and washing
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1995. p. 411-414.Camera Data Sheet for Pictorial Electronic Still Cameras
1995. IS&T/SPIE Electronic Imaging 1995: Cameras and Systems for Electronic Photography and Scientific Imaging. p. 5-16. DOI : 10.1117/12.204826.An EIQ-Subjective Image Quality Correlation Study
1994. IS&T's 47th Annual Conference. p. 634-640.Minimal Imagesetter Output Resolution for Newspaper Color Image Reproduction
1993. IS&T Third Technical Symposium on Prepress, Proofing & Printing - Focus on a Digital Future, Chicago. p. 67-70.Enseignement et PhD
Doctorant·es actuel·les
Zhuoqian Yang, Martin Nicolas Everaert, Yitao Xu, Shuangqi Li, Liying Lu
A dirigé les thèses EPFL de
Peggy Gerardin, Laurence Meylan, Roberto Costantini, Joanna Marguier, Radhakrishna Achanta, Neda Salamati, Albrecht Johannes Lindner, Zahra Sadeghipoor Kermani, Gökhan Yildirim, Nikolaos Arvanitopoulos Darginis, Bin Jin, Sami Arpa, Edo Collins, Marjan Shahpaski, Ruofan Zhou, Leonardo Laurence Impett, Majed El Helou, Chen Liu, Bahar Aydemir, Dongqing Wang, Ehsan Pajouheshgar, Yufan Ren
A co-dirigé les thèses EPFL de
David Hasler, Silvio Borer, Patrick Vandewalle, Vernikos Georgios