Sabine Süsstrunk
Orcid: 0000-0002-0441-6068Affiliations:
- Swiss Federal Institute of Technology in Lausanne, Switzerland
According to our database1,
Sabine Süsstrunk
authored at least 234 papers
between 1997 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2017, "For contributions to computational imaging, color image processing, and color computer vision".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on orcid.org
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on id.loc.gov
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on d-nb.info
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on ivrl.epfl.ch
On csauthors.net:
Bibliography
2024
Trans. Mach. Learn. Res., 2024
CoRR, 2024
CoRR, 2024
CoRR, 2024
NoiseNCA: Noisy Seed Improves Spatio-Temporal Continuity of Neural Cellular Automata.
CoRR, 2024
OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation.
CoRR, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the IEEE International Conference on Computational Photography, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning Through Object Exchange.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
InNeRF360: Text-Guided 3D-Consistent Object Inpainting on 360° Neural Radiance Fields.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
IEEE Trans. Neural Networks Learn. Syst., June, 2023
CoRR, 2023
CoRR, 2023
Towards Stable and Efficient Adversarial Training against l<sub>1</sub> Bounded Adversarial Attacks.
Proceedings of the International Conference on Machine Learning, 2023
NEMTO: Neural Environment Matting for Novel View and Relighting Synthesis of Transparent Objects.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
VolRecon: Volume Rendering of Signed Ray Distance Functions for Generalizable Multi-View Reconstruction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 34th British Machine Vision Conference 2023, 2023
2022
Trans. Mach. Learn. Res., 2022
BIGPrior: Toward Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration.
IEEE Trans. Image Process., 2022
IEEE Signal Process. Lett., 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the Computational Imaging XX, online, January 15-26, 2022, 2022
2021
IEEE Signal Process. Lett., 2021
CoRR, 2021
Proceedings of the London Imaging Meeting: Imaging for Deep Learning, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the Material Appearance 2021, online, January 11-28, 2021, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
IEEE Trans. Image Process., 2020
Evaluating salient object detection in natural images with multiple objects having multi-level saliency.
IET Image Process., 2020
BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration.
CoRR, 2020
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
AL2: Progressive Activation Loss for Learning General Representations in Classification Neural Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
W2S: Microscopy Data with Joint Denoising and Super-Resolution for Widefield to SIM Mapping.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
Mirror, Mirror, on the Wall, Who's Got the Clearest Image of Them All? - A Tailored Approach to Single Image Reflection Removal.
IEEE Trans. Image Process., 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 22th International Conference on Information Fusion, 2019
Proceedings of the Engineering Reality of Virtual Reality 2019, 2019
Proceedings of the Material Appearance 2019, Burlingame, CA, USA, January 13-17, 2019, 2019
Proceedings of the Computational Imaging XVII, Burlingame, 2019
2018
Mirror, Mirror, on the Wall, Who's Got the Clearest Image of Them All? - A Tailored Approach to Single Image Reflection Removal.
CoRR, 2018
Proceedings of the 7th Joint Symposium on Computational Aesthetics, 2018
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Proceedings of the 26th Color and Imaging Conference, 2018
Proceedings of the 26th Color and Imaging Conference, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Computational Photography, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the Color Imaging XXIII: Displaying, 2018
2017
IEEE Trans. Computational Imaging, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Correlation-based deblurring leveraging multispectral chromatic aberration in color and near-infrared joint acquisition.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 4th International Workshop on Historical Document Imaging and Processing, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 12th Annual International Conference of the Alliance of Digital Humanities Organizations, 2017
Proceedings of the 12th Annual International Conference of the Alliance of Digital Humanities Organizations, 2017
Proceedings of the 4. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
IEEE Trans. Image Process., 2016
Demultiplexing Visible and Near-Infrared Information in Single-Sensor Multispectral Imaging.
Proceedings of the 24th Color and Imaging Conference, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
2015
IEEE Trans. Multim., 2015
CoRR, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the Human Vision and Electronic Imaging XX, 2015
Multiscale guided deblurring: Chromatic aberration correction in color and near-infrared imaging.
Proceedings of the 23rd European Signal Processing Conference, 2015
Gradient-based correction of chromatic aberration in the joint acquisition of color and near-infrared images.
Proceedings of the Digital Photography XI, 2015
Proceedings of the Color Imaging XX: Displaying, 2015
2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
Temporally Consistent Snow Cover Estimation from Noisy, Irregularly Sampled Measurements.
Proceedings of the VISAPP 2014, 2014
Proceedings of the 12th International Symposium on Non-Photorealistic Animation and Rendering, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
A practical method for measuring the spatial frequency response of light field cameras.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014
Proceedings of the Digital Photography X, 2014
Proceedings of the 9th Annual International Conference of the Alliance of Digital Humanities Organizations, 2014
Proceedings of the Computer Vision - ACCV 2014, 2014
2013
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013
Text Recognition in Natural Images using Multiclass Hough Forests.
Proceedings of the VISAPP 2013, 2013
Proceedings of the ACM Multimedia Conference, 2013
Rare is interesting: connecting spatio-temporal behavior patterns with subjective image appeal.
Proceedings of the 2nd ACM international workshop on Geotagging and its applications in multimedia, 2013
Proceedings of the 21st Color and Imaging Conference, 2013
Automatic detection of dust and scratches in silver halide film using polarized dark-field illumination.
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
A novel compressive sensing approach to simultaneously acquire color and near-infrared images on a single sensor.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013
2012
IEEE Trans. Pattern Anal. Mach. Intell., 2012
IEEE Trans. Pattern Anal. Mach. Intell., 2012
Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012
Joint statistical analysis of images and keywords with applications in semantic image enhancement.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012
Proceedings of the 20th Color and Imaging Conference, 2012
Proceedings of the 20th Color and Imaging Conference, 2012
Proceedings of the 20th Color and Imaging Conference, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Improving the Visible with the Invisible - Incorporating Near-infrared Cues in Computational Photography and Computer Vision Tasks.
Proceedings of the GRAPP & IVAPP 2012: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 2012
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012
Proceedings of the Digital Photography VIII, 2012
Proceedings of the 6th European Conference on Colour in Graphics, Imaging, and Vision, 2012
2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Correlation-based joint acquisition and demosaicing of visible and near-infrared images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the Human Vision and Electronic Imaging XVI, 2011
Proceedings of the Digital Photography VII, 2011
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the Color Imaging XVI: Displaying, 2011
2010
Proceedings of the 18th International Conference on Multimedia 2010, 2010
Proceedings of the 18th Color and Imaging Conference, 2010
Proceedings of the 18th Color and Imaging Conference, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the Digital Photography VI, 2010
2009
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2009
Proceedings of the 17th Color and Imaging Conference, 2009
Proceedings of the 17th Color and Imaging Conference, 2009
Proceedings of the 17th Color and Imaging Conference, 2009
Proceedings of the International Conference on Image Processing, 2009
Designing color filter arrays for the joint capture of visible and near-infrared images.
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the Digital Photography V, 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
2008
IEEE Trans. Image Process., 2008
Proceedings of the 10th Conference on Human-Computer Interaction with Mobile Devices and Services, 2008
Proceedings of the 16th Color and Imaging Conference, 2008
Proceedings of the 16th Color and Imaging Conference, 2008
Proceedings of the 16th Color and Imaging Conference, 2008
Proceedings of the Computer Vision Systems, 6th International Conference, 2008
Digital camera workflow for high dynamic range images using a model of retinal processing.
Proceedings of the Digital Photography IV, San Jose, CA, USA, January 28-29, 2008, 2008
Proceedings of the 4th European Conference on Colour in Graphics, 2008
2007
Int. J. Imaging Syst. Technol., 2007
Proceedings of the 15th Color and Imaging Conference, 2007
Proceedings of the Human Vision and Electronic Imaging XII, San Jose, CA, USA, January 29, 2007
Joint demosaicing and super-resolution imaging from a set of unregistered aliased images.
Proceedings of the Digital Photography III, San Jose, CA, USA, January 29-30, 2007, 2007
Multidimensional image enhancement from a set of unregistered and differently exposed images.
Proceedings of the Computational Imaging V, San Jose, 2007
2006
IEEE Trans. Image Process., 2006
A Frequency Domain Approach to Registration of Aliased Images with Application to Super-resolution.
EURASIP J. Adv. Signal Process., 2006
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006
Proceedings of the 14th Color and Imaging Conference, 2006
Dynamic Texture Synthesis: Compact Models Based on Luminance-Chrominance Color Representation.
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
2005
IEEE Trans. Image Process., 2005
Proceedings of the 13th Color and Imaging Conference, 2005
Proceedings of the 13th Color and Imaging Conference, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
2004
J. Vis. Commun. Image Represent., 2004
Proceedings of the Twelfth Color Imaging Conference: Color Science and Engineering Systems, 2004
A measure for spatial dependence in natural stochastic textures.
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Human Vision and Electronic Imaging IX, 2004
Proceedings of the Human Vision and Electronic Imaging IX, 2004
Proceedings of the Second European Conference on Colour in Graphics, Imaging, and Vision, 2004
Proceedings of the Second European Conference on Colour in Graphics, Imaging, and Vision, 2004
Proceedings of the Second European Conference on Colour in Graphics, Imaging, and Vision, 2004
Proceedings of the Second European Conference on Colour in Graphics, Imaging, and Vision, 2004
2003
Superresolution images reconstructed from aliased images.
Proceedings of the Visual Communications and Image Processing 2003, 2003
Proceedings of the Eleventh Color Imaging Conference: Color Science and Engineering Systems, 2003
Proceedings of the Eleventh Color Imaging Conference: Color Science and Engineering Systems, 2003
Proceedings of the Eleventh Color Imaging Conference: Color Science and Engineering Systems, 2003
Proceedings of the Human Vision and Electronic Imaging VIII, 2003
Proceedings of the Human Vision and Electronic Imaging VIII, 2003
2002
Proceedings of the Tenth Color Imaging Conference: Color Science and Engineering Systems, 2002
Color Demosaicing by Estimating Luminance and Opponent Chromatic Signals in the Fourier Domain.
Proceedings of the Tenth Color Imaging Conference: Color Science and Engineering Systems, 2002
Proceedings of the First European Conference on Colour in Graphics, Imaging, and Vision, 2002
Proceedings of the First European Conference on Colour in Graphics, Imaging, and Vision, 2002
Proceedings of the First European Conference on Colour in Graphics, Imaging, and Vision, 2002
2001
Proceedings of the 9th Color Imaging Conference: Color Science and Engineering: Systems, 2001
Proceedings of the Color Imaging: Device-Independent Color, 2001
2000
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000
Proceedings of the Eighth Color Imaging Conference: Color Science and Engineering Systems, 2000
1999
Proceedings of the Seventh Color Imaging Conference: Color Science, 1999
1997
Proceedings of the 5th Color and Imaging Conference, 1997