Publications of Sabine Süsstrunk

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): C. Feng, 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

2024

Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange

Y. Wu; T. Zhang; W. Ke; c. Qiu; S. Süsstrunk et al. 

2024-04-11. Computer Vision and Pattern Recognition (CVPR), Seattle, USA, June 17-21, 2024.

Efficient Temporally-Aware DeepFake Detection using H.264 Motion Vectors

P. Grönquist; Y. Ren; Q. He; A. Verardo; S. Süsstrunk 

2024. Electronic Imaging Media Watermarking, Security, and Forensics, Californie, USA, Janvier, 21-25, 2024.

VolRecon: Volume Rendering of Signed Ray Distance Functions for Generalizable Multi-View Reconstruction

Y. Ren; F. Wang; T. Zhang; M. Pollefeys; S. Süsstrunk 

2024-01-31. CVPR, Vancouver, Canada, June 19-21, 2023. DOI : 10.1109/CVPR52729.2023.01601.

Exploiting the Signal-Leak Bias in Diffusion Models

M. N. Everaert; A. Fitsios; M. Bocchio; S. Arpa; S. Süsstrunk et al. 

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

Fast Adversarial Training With Adaptive Step Size

Z. Huang; Y. Fan; C. Liu; W. Zhang; Y. Zhang et al. 

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

E. Pajouheshgar; Y. Xu; T. Zhang; S. Süsstrunk 

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

B. Aydemir; L. Hoffstetter; T. Zhang; M. Salzmann; S. Susstrunk 

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

Y. Wu; T. Zhang; W. Ke; S. Susstrunk; M. Salzmann 

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.

VETIM: Expanding the Vocabulary of Text-to-Image Models only with Text

M. N. Everaert; M. Bocchio; S. Arpa; S. Süsstrunk; R. Achanta 

2023-11. The 34th British Machine Vision Conference (BMVC 2023), Aberdeen, UK, November 20-24, 2023.

Diffusion in Style

M. N. Everaert; M. Bocchio; S. Arpa; S. Süsstrunk; R. Achanta 

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.

NEMTO: Neural Environment Matting for Novel View and Relighting Synthesis of Transparent Objects

D. Wang; Z. T. Zhang; S. Süsstrunk 

2023-10-02. International Conference on Computer Vision 2023, Paris, France, Oct 2-6, 2023. DOI : 10.1109/ICCV51070.2023.00036.

Saliency prediction in 360° architectural scenes: Performance and impact of daylight variations

C. Karmann; B. Aydemir; K. Chamilothori; S. Kim; S. Süsstrunk et al. 

Journal of Environmental Psychology. 2023. Vol. 92, p. 102110. DOI : 10.1016/j.jenvp.2023.102110.

Dense Multitask Learning to Reconfigure Comics

D. Bhattacharjee; S. Süsstrunk; M. Salzmann 

2023-07-17. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshop, Vancouver, Canada, June 18-22, 2023.

Vision Transformer Adapters for Generalizable Multitask Learning

D. Bhattacharjee; S. Süsstrunk; M. Salzmann 

2023. IEEE/CVF International Conference on Computer Vision (ICCV), Paris, France, October 2-6, 2023. DOI : 10.1109/ICCV51070.2023.01743.

Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks

Y. Jiang; C. Liu; Z. Huang; M. Salzmann; S. Süsstrunk 

2023-06-01. 40th International Conference on Machine Learning (ICML 2023), Honolulu, Hawaii, USA, July 23-29, 2023.

DyNCA: Real-time Dynamic Texture Synthesis Using Neural Cellular Automata

E. Pajouheshgar; Y. Xu; T. Zhang; S. Süsstrunk 

2023. DOI : 10.48550/arxiv.2211.11417.

TempSAL – Uncovering Temporal Information for Deep Saliency Prediction

B. Aydemir; L. Hoffstetter; T. Zhang; M. Salzmann; S. Süsstrunk 

2023

Training Provably Robust Models by Polyhedral Envelope Regularization

C. Liu; M. Salzmann; S. Susstrunk 

Ieee Transactions On Neural Networks And Learning Systems. 2023. Vol. 34, num. 6, p. 3146-3160. DOI : 10.1109/TNNLS.2021.3111892.

2022

PoGaIN: Poisson-Gaussian Image Noise Modeling From Paired Samples

N. Bähler; M. El Helou; É. Objois; K. Okumuş; S. Süsstrunk 

IEEE Signal Processing Letters. 2022.  p. 1-5. DOI : 10.1109/LSP.2022.3227522.

RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering

D. Chang; A. Božič; T. Zhang; Q. Yan; Y. Chen et al. 

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.

Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy

T. Zhang; C. Qiu; W. Ke; S. Süsstrunk; M. Salzmann 

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.

Modeling Object Dissimilarity for Deep Saliency Prediction

B. Aydemir; D. Bhattacharjee; T. Zhang; S. Kim; M. Salzmann et al. 

Transactions on Machine Learning Research. 2022-11-24. 

Robust Binary Models by Pruning Randomly-initialized Networks

C. Liu; Z. Zhao; S. Süsstrunk; M. Salzmann 

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

D. Bhattacharjee; T. Zhang; S. Süsstrunk; M. Salzmann 

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, June 19- 25, 2022.

BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration

M. El Helou; S. Süsstrunk 

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

Q. Liang; F. Cassayre; H. Owsianko; M. El Helou; S. Süsstrunk 

2022-01-04. Electronic Imaging, Online event, January 16-21, 2022.

2021

On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them

C. Liu; M. Salzmann; T. Lin; R. Tomioka; S. Süsstrunk 

2021. 34th Conference on Neural Information Processing Systems (NeurIPS), Virtual, December 6-12, 2020.

Optimizing Latent Space Directions For GAN-based Local Image Editing

E. Pajouheshgar; T. Zhang; S. Süsstrunk 

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.

Adaptive extreme video completion

S. Süsstrunk; R. Zhou; R. Achanta; M. El Helou 

WO2021205202.

2021.

Estimating Image Depth in the Comics Domain

D. Bhattacharjee; M. N. Everaert; M. Salzmann; S. Süsstrunk 

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.

Fidelity Estimation Improves Noisy-Image Classification with Pretrained Networks

X. Lin; D. Bhattacharjee; M. El Helou; S. Süsstrunk 

IEEE Signal Processing Letters. 2021-08-03. Vol. 28, num. SPL-30904-2021.R1, p. 1719-1723. DOI : 10.1109/LSP.2021.3104769.

NTIRE 2021 Depth Guided Image Relighting Challenge

M. El Helou; R. Zhou; R. Timofte; S. Süsstrunk 

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.

Deep Gaussian denoiser epistemic uncertainty and decoupled dual-attention fusion

X. Ma; X. Lin; M. El Helou; S. Süsstrunk 

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.

2020

Dynamic media content categorisation method

G. Autès; S. Arpa; S. Süsstrunk 

US11961300; US2022207864; EP3963503; WO2020222027.

2020.

AIM 2020: Scene Relighting and Illumination Estimation Challenge

M. El Helou; R. Zhou; S. Süsstrunk; R. Timofte; M. Afifi et al. 

2020-09-28. 16th European Conference on Computer Vision Workshops (ECCV 2020), [Online event], 23-28 august 2020.

W2S: Microscopy Data with Joint Denoising and Super-Resolution for Widefield to SIM Mapping

R. Zhou; M. El Helou; D. Sage; T. Laroche; A. Seitz et al. 

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.

Volumetric Transformer Networks

S. Kim; S. Süsstrunk; M. Salzmann 

2020-08-23. European Conference on Computer Vision (ECCV 2020), Virtual Conference, August 23-28, 2020.

Editing in Style: Uncovering the Local Semantics of GANs

E. Collins; R. Bala; B. Price; S. Süsstrunk 

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.

Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks

M. El Helou; R. Zhou; S. Süsstrunk 

2020-07-22. 16th European Conference on Computer Vision – ECCV ’20, [Online event], August 23-28, 2020.

VIDIT: Virtual Image Dataset for Illumination Transfer

M. El Helou; R. Zhou; B. Johan; S. Süsstrunk 

2020-05-11

//github.com/majedelhelou/VIDIT.

//github.com/majedelhelou/VIDIT.

Divergence-Based Adaptive Extreme Video Completion

M. El Helou; R. Zhou; F. Schmutz; F. Guibert; S. Süsstrunk 

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

M. El Helou; S. Süsstrunk 

2020-03-04. IEEE Transactions on Image Processing (TIP). p. 4885-4897. DOI : 10.1109/TIP.2020.2976814.

Project Proposals CS413

C. Liu; H. C. Karaimer; M. El Helou; S. Süsstrunk 

2020-02-21.

AL2: Progressive Activation Loss for Learning General Representations in Classification Neural Networks

M. El Helou; F. Dümbgen; S. Süsstrunk 

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

S. Arpa; S. Süsstrunk; R. D. Hersch 

US10593125; US2020027279.

2020.

Supplementary Material – AL2: Progressive Activation Loss for Learning General Representations in Classification Neural Networks

M. El Helou; F. Dümbgen; S. Süsstrunk 

2020

2019

Deep Semantic Segmentation Using Nir As Extra Physical Information

S. Bigdeli; S. Susstrunk 

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

E. Collins; S. Susstrunk 

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

A. Birbaumer; M. Bosch; S. Süsstrunk 

US11232609; EP3729366; US2021225045; US10984563; CN111465961; CA3086070; US2020380735; EP3729366; SG11202005384Q; CN111465961; AU2017443546; AU2017443546; CA3086070; WO2019120525.

2019.

Synthetic electronic video containing a hidden image

S. Arpa; S. Süsstrunk; R. D. Hersch 

US2019297298.

2019.

Solving the Depth Ambiguity in Single-Perspective Images

M. El Helou; M. Shahpaski; S. Süsstrunk 

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

D. Heydecker; G. Maierhofer; A. I. Aviles-Rivera; F. Qingnan; D. Chen et al. 

IEEE Transactions on Image Processing. 2019-07-01. Vol. 28, num. 12, p. 6185-6197. DOI : 10.1109/TIP.2019.2923559.

Zero-Learning Fast Medical Image Fusion

F. Lahoud; S. Süsstrunk 

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

R. Zhou; S. Süsstrunk 

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

M. El Helou; S. Süsstrunk 

2019

Closed-Form Solution to Disambiguate Defocus Blur in Single-Perspective Images

M. El Helou; M. Shahpaski; S. Süsstrunk 

2019. OSA Imaging and Applied Optics Congress, Mathematics in Imaging, June 2019. p. MM1D.2. DOI : 10.1364/MATH.2019.MM1D.2.

Self-Binarizing Networks

F. Lahoud; R. Achanta; P. Marquez Neila; S. Süsstrunk 

2019-02-05. 

Comparative analysis of transmittance measurement geometries and apparatus

M. Shahpaski; L. R. Sapaico; S. Süsstrunk 

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

R. Zhou; F. Lahoud; M. El Helou; S. Süsstrunk 

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

F. Lahoud; S. Süsstrunk 

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

M. Shoeiby; A. Robles-Kelly; R. Timofte; R. Zhou; F. Lahoud et al. 

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

F. Lahoud; R. Zhou; S. Süsstrunk 

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

Scale-Adaptive Superpixels

R. Achanta; P. Marquez Neila; P. Fua; S. Süsstrunk 

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

E. Collins; R. Achanta; S. Süsstrunk 

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

W. Haaswijk; E. Collins; B. Seguin; M. Soeken; F. Kaplan et al. 

2018-01-01. IEEE International Symposium on Circuits and Systems (ISCAS), Florence, ITALY, May 27-30, 2018. DOI : 10.1109/ISCAS.2018.8351885.

Fourier-Domain Optimization for Image Processing

M. El Helou; F. Dümbgen; R. Achanta; S. Süsstrunk 

2018-09-11. 

Deep Residual Network for Joint Demosaicing and Super- Resolution

R. Zhou; R. Achanta; S. Süsstrunk 

2018. 26th Color and Imaging Conference 2018 (CIC26): Color Science and Engineering Systems, Technologies, and Applications, Vancouver, Canada, November 12-16, 2018.

Sculpture paintings

S. Arpa; S. Süsstrunk; R. D. Hersch 

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

M. El Helou; F. Dümbgen; S. Süsstrunk 

2018. IEEE International Conference on Image Processing (ICIP). p. 2486-2490. DOI : 10.1109/ICIP.2018.8451377.

AR in VR: Simulating Infrared Augmented Vision

F. Lahoud; S. Süsstrunk 

2018-09-06. 25th IEEE International Conference on Image Processing (ICIP), Athens, Greece, October 7-10, 2018. DOI : 10.1109/ICIP.2018.8451811.

Learning to See through Reflections

M. Jin; S. Süsstrunk; P. Favaro 

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

F. Dümbgen; M. El Helou; N. Gucevska; S. Süsstrunk 

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

N. Arvanitopoulos; G. Chevassus; D. Maggetti; S. Süsstrunk 

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

M. El Helou; Z. Sadeghipoor; S. Süsstrunk 

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

M. Engilberge; E. Collins; S. Süsstrunk 

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

F. Lahoud; M. S. Ortiz Segovia; B. Jin; S. Süsstrunk 

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

B. Jin; S. Süsstrunk 

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

C. Cocco; D. Firmenich; P-Y. Brandt; S. Süsstrunk 

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

L. L. Impett; S. Süsstrunk 

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

M. Shahpaski; L. R. Sapaico; G. Chevassus; S. Süsstrunk 

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

N. Arvanitopoulos Darginis; R. Achanta; S. Süsstrunk 

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

R. Achanta; S. Süsstrunk 

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

B. Jin; M. V. Ortiz-Segovia; S. Süsstrunk 

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

S. Arpa; S. Süsstrunk; D. R. Hersch 

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

X. Fontaine; R. Achanta; S. Süsstrunk 

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

R. Achanta; N. Arvanitopoulos Darginis; S. Süsstrunk 

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

N. Thanikachalam; L. Baboulaz; D. Firmenich; S. Süsstrunk; M. Vetterli 

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

C. Fredembach; S. Süsstrunk 

EP2309449; EP2309449.

2016.

Demultiplexing Visible and Near-Infrared Information in Single- Sensor Multispectral Imaging

Z. Sadeghipoor; J-B. Thomas; S. Süsstrunk 

2016. Color Computational Imaging Conference (CIC 24), San Diego, CA, USA, November 7-11, 2016.

Pose and Pathosformel in Aby Warburg’s Bilderatlas

L. L. Impett; S. Süsstrunk 

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

B. Jin; M. V. Ortiz Segovia; S. Süsstrunk 

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.

Non-parametric Blur Map Regression for Depth of Field Extension

L. D’ Andrès; J. Salvador; A. Kochale; S. Süsstrunk 

IEEE Transactions on Image Processing. 2016. Vol. 25, num. 4, p. 1660-1673. DOI : 10.1109/TIP.2016.2526907.

2015

FASA: Fast, Accurate, and Size-Aware Salient Object Detection

G. Yildirim; S. Süsstrunk 

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.

Image Aesthetics Depends on Context

F. Simond; N. Arvanitopoulos Darginis; S. Süsstrunk 

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

Z. Sadeghipoor Kermani; Y. Lu; E. Mendez; S. Süsstrunk 

2015. European Conference on Signal Processing, Nice, France, p. 2336-2340. DOI : 10.1109/EUSIPCO.2015.7362802.

High Relief from 3D Scenes

S. Arpa; S. Süsstrunk; R. Hersch 

Computer Graphics Forum (Eurographics, Zurich). 2015. Vol. 34, num. 2, p. 253-263. DOI : 10.1111/cgf.12557.

Semantic-Improved Color Imaging Applications: It Is All About Context

A. Lindner; S. Süsstrunk 

IEEE Transactions on Multimedia. 2015. Vol. 17, num. 5, p. 700-710. DOI : 10.1109/TMM.2015.2410175.

Modeling the Importance of Faces in Natural Images

B. Jin; G. Yildirim; C. Lau; A. Shaji; M. Ortiz Segovia et al. 

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

C. Lau; N. Perdu; C. E. Rodriguez-Pardo; S. Süsstrunk; G. Sharma 

2015. SPIE – IS&T, Electronic Imaging, San Francisco, CA, USA, February 8-12, 2015. DOI : 10.1117/12.2075162.