Sabine Süsstrunk

Q: What Schools Are Affiliated With Sabine Süsstrunk

Sabine Süsstrunk is affiliated with the following schools: University of East Anglia, ETH Zurich, École Polytechnique Fédérale de Lausanne, Rochester Institute of Technology, University of Rochester

Sabine Süsstrunk's AcademicInfluence.com Rankings

Sabine Süsstrunk

Computer Science

#7132

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#7512

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Database

#4188

World Rank

#4356

Historical Rank

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Computer Science

Why Is Sabine Süsstrunk Influential?

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According to Wikipedia, Sabine Süsstrunk is a computer scientist and professor at Ecole Polytechnique Fédérale de Lausanne in Switzerland, where she leads the Images and Visual Representation Lab in the School of Computer and Communication Sciences. Her research areas are in computational imaging and computational photography, color image processing and computer vision, and image quality and computational aesthetics. She is a fellow of the Institute of Electrical and Electronics Engineers and Society for Imaging Science and Technology and received the Society of Imaging Science and Technology and International Society for Optics and Photonics 2013 Electronic Imaging Scientist of the Year Award.

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Sabine Süsstrunk's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods (2012) (7315)
Frequency-tuned salient region detection (2009) (3683)
Salient Region Detection and Segmentation (2008) (930)
SLIC Superpixels ? (2010) (720)
A Frequency Domain Approach to Registration of Aliased Images with Application to Super-resolution (2006) (548)
Measuring colorfulness in natural images (2003) (470)
Saliency detection using maximum symmetric surround (2010) (407)
High dynamic range image rendering with a retinex-based adaptive filter (2006) (392)
Multi-spectral SIFT for scene category recognition (2011) (357)
Linear demosaicing inspired by the human visual system (2005) (352)
Color image dehazing using the near-infrared (2009) (244)
What is the space of spectral sensitivity functions for digital color cameras? (2013) (244)
Superpixels and Polygons Using Simple Non-iterative Clustering (2017) (242)
Saliency detection for content-aware image resizing (2009) (219)
Editing in Style: Uncovering the Local Semantics of GANs (2020) (188)
Standard RGB Color Spaces (1999) (144)
A New In-Camera Imaging Model for Color Computer Vision and Its Application (2012) (132)
Measuring colourfulness in natural images (2003) (130)
The Reproduction of Specular Highlights on High Dynamic Range Displays (2006) (125)
Higher Order SVD Analysis for Dynamic Texture Synthesis (2008) (123)
Colouring the Near-Infrared (2008) (110)
Model of retinal local adaptation for the tone mapping of color filter array images. (2007) (106)
Single Image Reflection Suppression (2017) (101)
Near-infrared guided color image dehazing (2013) (96)
Designing color filter arrays for the joint capture of visible and near-infrared images (2009) (92)
Automatic and Accurate Shadow Detection Using Near-Infrared Information (2014) (84)
Tone mapping for high dynamic range displays (2007) (80)
Chromatic adaptation performance of different RGB sensors (2000) (78)
Webly Supervised Semantic Segmentation (2017) (76)
Kernel Modeling Super-Resolution on Real Low-Resolution Images (2019) (73)
Seam Carving for Text Line Extraction on Color and Grayscale Historical Manuscripts (2014) (70)
Superresolution images reconstructed from aliased images (2003) (66)
Eigenregions for image classification (2004) (64)
Image aesthetic predictors based on weighted CNNs (2016) (64)
Material Classification Using Color and NIR Images (2009) (60)
Outlier Modeling in Image Matching (2003) (59)
Multispectral interest points for RGB-NIR image registration (2011) (58)
Color Demosaicing by Estimating Luminance and Opponent Chromatic Signals in the Fourier Domain (2002) (58)
Blind Universal Bayesian Image Denoising With Gaussian Noise Level Learning (2019) (57)
Deep Feature Factorization For Concept Discovery (2018) (56)
Correlation-based joint acquisition and demosaicing of visible and near-infrared images (2011) (49)
The gigavision camera (2009) (49)
Non-Parametric Blur Map Regression for Depth of Field Extension (2016) (45)
Deep Learning for Logic Optimization Algorithms (2018) (44)
Visibility of noise in natural images (2004) (42)
Removing shadows from images using color and near-infrared (2011) (40)
Performance of a Chromatic Adaptation Transform based on Spectral Sharpening (2000) (40)
Mapping colour in image stitching applications (2004) (39)
Assessing human skin color from uncalibrated images (2007) (38)
Revisiting radiometric calibration for color computer vision (2011) (38)
Illuminant estimation and detection using near-infrared (2009) (37)
Deep Residual Network for Joint Demosaicing and Super-Resolution (2018) (36)
Bio-inspired color image enhancement (2004) (35)
A novel compressive sensing approach to simultaneously acquire color and near-infrared images on a single sensor (2013) (35)
Combining visible and near-infrared images for realistic skin smoothing (2009) (33)
Semantic Image Segmentation Using Visible and Near-Infrared Channels (2012) (33)
Face recognition in real-world images (2017) (33)
FASA: Fast, Accurate, and Size-Aware Salient Object Detection (2014) (32)
Color Image Enhancement Using A Retinex-Based Adaptive Filter (2004) (32)
VIDIT: Virtual Image Dataset for Illumination Transfer (2020) (30)
Joint demosaicing and super-resolution imaging from a set of unregistered aliased images (2007) (30)
Super-resolution from highly undersampled images (2005) (29)
Material-Based Object Segmentation Using Near-Infrared Information (2010) (29)
Digital camera workflow for high dynamic range images using a model of retinal processing (2008) (29)
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks (2020) (28)
Automatic and accurate shadow detection from (potentially) a single image using near-infrared information (2010) (25)
Repairing gamut problems in CIECAM02: A progress report (2008) (23)
NTIRE 2021 Depth Guided Image Relighting Challenge (2021) (23)
High Reliefs from 3D Scenes (2015) (23)
Consistent image-based measurement and classification of skin color (2005) (23)
Spectral Sharpening and the Bradford Transform (2000) (22)
8.1: Invited Paper: Enhancing the Visible with the Invisible: Exploiting Near Infrared to Advance Computational Photography and Computer Vision (2010) (21)
Extreme image completion (2017) (21)
Optimum spectral sensitivity functions for single sensor color imaging (2012) (20)
Image reconstruction in the gigavision camera (2009) (20)
Zero-Learning Fast Medical Image Fusion (2019) (19)
Automatic skin enhancement with visible and near-infrared image fusion (2010) (19)
Fast and Efficient Zero-Learning Image Fusion (2019) (18)
Color representation in deep neural networks (2017) (18)
What is the Color of Chocolate? - Extracting Color Values of Semantic Expressions (2012) (17)
Influence of Spectral Sensitivity Functions on Color Demosaicing (2003) (17)
Image aesthetics depends on context (2015) (17)
Gradient-based correction of chromatic aberration in the joint acquisition of color and near-infrared images (2015) (16)
PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results (2018) (16)
Chromatic contrast detection in spatial chromatic noise (2004) (15)
Text Recognition in Natural Images using Multiclass Hough Forests (2013) (15)
Color correction of uncalibrated images for the classification of human skin color (2007) (15)
Appearance-based keypoint clustering (2009) (15)
W2S: Microscopy Data with Joint Denoising and Super-Resolution for Widefield to SIM Mapping (2020) (15)
Opponent Color Space Motivated by Retinal Processing (2002) (15)
Optimization for Hue Constant RGB Sensors (2002) (15)
Self-Binarizing Networks (2019) (15)
Correlation-based deblurring leveraging multispectral chromatic aberration in color and near-infrared joint acquisition (2017) (15)
Near-Infrared Fusion for Photorealistic Image Dehazing (2018) (14)
Pose and Pathosformel in Aby Warburg's Bilderatlas (2016) (14)
BIGPrior: Toward Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration (2020) (14)
MuIT: An End-to-End Multitask Learning Transformer (2022) (14)
Automatic Color Palette Creation from Words (2013) (14)
Joint statistical analysis of images and keywords with applications in semantic image enhancement (2012) (13)
Multi-modal Spectral Image Super-Resolution (2018) (12)
Spatio-Chromatic PCA of a Mosaiced Color Image (2004) (12)
Color match: an imaging based mobile cosmetics advisory service (2008) (12)
Multidimensional image enhancement from a set of unregistered and differently exposed images (2007) (12)
HDR CFA image rendering (2006) (12)
Multiscale guided deblurring: Chromatic aberration correction in color and near-infrared imaging (2015) (12)
Incorporating Near-Infrared Information into Semantic Image Segmentation (2014) (11)
Spherical Sampling and Color Transformations (2001) (11)
Ar in VR: Simulating Infrared Augmented Vision (2018) (11)
Color Ratios and Chromatic Adaptation (2002) (11)
Learning to see through reflections (2018) (11)
On pixel detection threshold in the gigavision camera (2010) (10)
Region-Based Image Classification for Automatic Color Correction (2003) (10)
Demultiplexing Visible and Near-Infrared Information in Single- Sensor Multispectral Imaging (2016) (10)
Fourier-Domain Optimization for Image Processing (2018) (10)
Mobile cosmetics advisor: an imaging based mobile service (2010) (10)
Simultaneous Geometric and Radiometric Calibration of a Projector-Camera Pair (2017) (10)
On Adaptive Non-Linearity for Color Discrimination and Chromatic Adaptation (2002) (10)
Effects of motion and configural complexity on color transparency perception (2006) (9)
A Large-Scale Multi-Lingual Color Thesaurus (2012) (9)
Image summaries using database saliency (2009) (9)
W2S: A Joint Denoising and Super-Resolution Dataset (2020) (9)
Mirror, Mirror, on the Wall, Who’s Got the Clearest Image of Them All?—A Tailored Approach to Single Image Reflection Removal (2018) (9)
Spectral sharpening by spherical sampling. (2012) (9)
Compression of multispectral images: Color (RGB) plus near-infrared (NIR) (2012) (9)
Modeling the Opto-Electronic Conversion Function (OECF) for Application in the Stitching of Panoramic Images (2002) (9)
Dynamic Texture Synthesis: Compact Models Based on Luminance-Chrominance Color Representation (2006) (9)
Automatic detection of dust and scratches in silver halide film using polarized dark-field illumination (2013) (9)
Semantic-Improved Color Imaging Applications: It Is All About Context (2015) (8)
Creating personalized jigsaw puzzles (2014) (8)
Temporally consistent snow cover estimation from noisy, irregularly sampled measurements (2014) (7)
RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering (2022) (7)
Scale-Adaptive Superpixels (2018) (7)
An interactive app for color deficient viewers (2015) (7)
Mirror Match: Reliable Feature Point Matching without Geometric Constraints (2013) (7)
Cell phones as imaging sensors (2010) (7)
Deep Feature Factorization for Content-Based Image Retrieval and Localization (2019) (7)
Registration of aliased images for super-resolution imaging (2006) (7)
Digital photography-How long will it last? (2000) (7)
Spatio-chromatic decorrelation by shift-invariant filtering (2011) (7)
Analyzing near-infrared images for utility assessment (2011) (6)
A measure for spatial dependence in natural stochastic textures (2004) (6)
The Influence of Luminance on Local Tone Mapping (2005) (6)
Evaluating Salient Object Detection in Natural Images with Multiple Objects having Multi-level Saliency (2020) (6)
Evaluating Chromatic Adaptation Transform Performance (2005) (6)
Saliency Detection using regression trees on hierarchical image segments (2014) (6)
Computing chromatic adaptation (2005) (6)
Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy (2022) (6)
An EIQ-Subjective Image Quality Correlation Study (1994) (5)
God(s) Know(s): Developmental and Cross-Cultural Patterns in Children Drawings (2015) (5)
Image Restoration using Plug-and-Play CNN MAP Denoisers (2019) (5)
A Home Décor expert in your camera (2009) (5)
Deep Gaussian Denoiser Epistemic Uncertainty and Decoupled Dual-Attention Fusion (2021) (5)
Memory‐color segmentation and classification using class‐specific eigenregions (2009) (5)
Color matching functions for a perceptually uniform RGB space (2006) (5)
Sculpture paintings (2018) (4)
A comparative study on wavelets and residuals in deep super resolution (2019) (4)
Fidelity Estimation Improves Noisy-Image Classification With Pretrained Networks (2021) (4)
Detecting Memorization in ReLU Networks (2018) (4)
Dynamic Texture Analysis and Synthesis Using Tensor Decomposition (2006) (4)
Image Quality Issues for the Digitization of Photographic Collections (1996) (4)
An efficient demosaicing technique using geometrical information (2012) (4)
Recovering badly exposed objects from digital photos using internet images (2014) (3)
A Handwritten French Dataset for Word Spotting: CFRAMUZ (2017) (3)
Handheld Reflectance Acquisition of Paintings (2017) (3)
Assessing human skin color from uncalibrated images: Articles (2007) (3)
Optimizing Latent Space Directions for Gan-Based Local Image Editing (2021) (3)
The Flux: creating a large annotated image database (2008) (3)
Revealing information by averaging. (2017) (3)
Binarization-free Text Line Extraction for Historical Manuscripts (2014) (3)
Volumetric Transformer Networks (2020) (3)
Evaluation of a hyperspectral image database for demosaicking purposes (2011) (3)
Aliasing in Digital Cameras (2004) (3)
On the Impact of Hard Adversarial Instances on Overfitting in Adversarial Training (2021) (3)
Spectral bandwidths for the detection of colour within random colour textures (2003) (3)
Color Contrast Detection in Spatial Chromatic Noise (2002) (2)
Linear Minimum Mean Square Error Demosaicking (2008) (2)
Face image enhancement using 3D and spectral information (2009) (2)
Study of systematic chromatic changes in color space to model color transparency (2003) (2)
Enhancing the Visible with the Invisble: RGB plus Near-Infrared (2010) (2)
Improving the Visible with the Invisible - Incorporating Near-infrared Cues in Computational Photography and Computer Vision Tasks (2012) (2)
Rare is interesting: connecting spatio-temporal behavior patterns with subjective image appeal (2013) (2)
A Frequency Domain Approach to Super-Resolution Imaging from Aliased Low Resolution Images (2004) (2)
Segmenting memory colours (2008) (2)
Modeling Object Dissimilarity for Deep Saliency Prediction (2021) (2)
Scene Relighting with Smartphones (2016) (2)
Estimating Image Depth in the Comics Domain (2021) (2)
Image Denoising with Control over Deep Network Hallucination (2022) (2)
Color Issues to Consider in Pictorial Image Data Bases (1997) (2)
Modeling the importance of faces in natural images (2015) (2)
Closed-Form Solution to Disambiguate Defocus Blur in Single-Perspective Images (2019) (2)
Imaging Production Systems at Corbis Corporation (1998) (2)
Deep Semantic Segmentation Using Nir as Extra Physical Information (2019) (2)
AL2: Progressive Activation Loss for Learning General Representations in Classification Neural Networks (2020) (2)
Color Spaces, Color Encodings, and Color Image Encodings (2007) (1)
Standard RGB Color Spaces(Standards)(Report on CIC) (2000) (1)
Finding representatives in a large dataset of spectral reflectances (2004) (1)
Preserving perceptual contrast in decolorization with optimized color orders (2017) (1)
From Mnemosyne To Terpsichore - The Bilderatlas After The Image (2017) (1)
Systematic Chromatic Changes underlying Color Transparency (2003) (1)
Accurate Color Demosaicing inspired by the Human Visual System (2003) (1)
Estimating beauty ratings of videos using supervoxels (2013) (1)
A REVIEW : SALIENT FEATURE EXTRACTION USING K-MEDIODS CLUSTERING TECHNIQUE (2012) (1)
Motion Influences the Effects of Systematic Chromatic Changes (2004) (1)
Imaging Systems for the Creation of a Large Digital Image Archive (1997) (1)
Saliency driven Black Point Compensation (2011) (1)
Automatic grouping of semantic keywords to improve image rendering (2010) (1)
PoGaIN: Poisson-Gaussian Image Noise Modeling From Paired Samples (2022) (1)
Divergence-Based Adaptive Extreme Video Completion (2020) (1)
Illuminant retrieval for fixed location cameras (2008) (1)
Managing colour in digital libraries (2002) (1)
Spatial Frequency and Lightness (2004) (1)
A practical method for measuring the spatial frequency response of light field cameras (2014) (1)
White-Point Independant RGB Primaries for Color Image Encoding (2002) (1)
Scaling up an Unsupervised Image-to-Image Translation Framework from Basic to Complex Scenes (2021) (0)
. Lam's Experiment (2000) (0)
Digital Photography V, part of the IS&T-SPIE Electronic Imaging Symposium, San Jose, CA, USA, January 19-20, 2009, Proceedings (2009) (0)
Special Section Guest Editorial: Digital Photography (2010) (0)
An interactive tool for gamut masking (2014) (0)
Front Matter: Volume 7250 (2009) (0)
Deep Learning for Logic Optimization (2017) (0)
Joint Unsupervised Infrared-RGB Video Registration and Fusion (2021) (0)
Seeing the Forest but Not the Trees Reference : Prof . (2005) (0)
TempSAL - Uncovering Temporal Information for Deep Saliency Prediction (2023) (0)
Natural-Looking Adversarial Examples from Freehand Sketches (2022) (0)
The Integration of Electronic Imaging into Photographic Education (1995) (0)
NEMTO: Neural Environment Matting for Novel View and Relighting Synthesis of Transparent Objects (2023) (0)
Image Formation, Colorimetry, Color Spaces, Color Encodings and Color Image Encodings, Color Management (2007) (0)
DSR: Towards Drone Image Super-Resolution (2022) (0)
Minimal Imagesetter Output Resolution for Newspaper Color Image Reproduction (1993) (0)
Games with Hypotheses: Color, Text and Texture (2012) (0)
Calculer les images. Photographie et intelligence artificielle (2019) (0)
Daylight illuminant retrieval using redundant image elements (2010) (0)
Retinal Modeling in Digital Photography (2008) (0)
Adaptels: Scale-adaptive Superpixels (2015) (0)
De-coupling and De-positioning Dense Self-supervised Learning (2023) (0)
Color Imaging XIV: Displaying, Processing, Hardcopy, and Applications, San Jose, CA, USA, January 20-22, 2009 (2009) (0)
Imagesetter output resolution in newspaper color image reproduction (1998) (0)
Keyword-based image color re-rendering with semantic segmentation (2017) (0)
T-CI Editorial Board (2015) (0)
Chromatic Adaptation and Illuminant Estimation (2005) (0)
Regression ! Defocus Blur Map ! Robust ! Deconvolution ! Deblurring ! Mask ! Regression ! (2016) (0)
DyNCA: Real-time Dynamic Texture Synthesis Using Neural Cellular Automata (2022) (0)
Uniform Information Segmentation (2016) (0)
AR in VR: Simulating augmented reality glass for image fusion (2019) (0)
Robust Binary Models by Pruning Randomly-initialized Networks (2022) (0)
Drone Shadow Tracking (2019) (0)
Estimating Image Depth in the Comics Domain (Supplementary) (2021) (0)
DEHAZING USING THE NEAR-INFRARED (2009) (0)
Semantic-Driven Selection of Printer Color Rendering Intents (2012) (0)
PIRM 2018 Challenge on Spectral Image Super-Resolution : Methods and Results (2018) (0)
Compressive Acquisition of Color and Near-Infrared Images (2014) (0)
DSI2I: Dense Style for Unpaired Image-to-Image Translation (2022) (0)
Dynamic Texture on Fixed-Point Architectures (2006) (0)
Project Proposals CS413 (2020) (0)
High Reliefs from 3 D Scenes (2015) (0)
Computing Images. Photography and Artificial Intelligence (2019) (0)
Comparative analysis of transmittance measurement geometries and apparatus (2019) (0)
Using Colour to Model Outliers (2003) (0)
Solving the depth ambiguity in single-perspective images (2019) (0)
On Certifying Robust Models by Polyhedral Envelope (2019) (0)
Low-Level Salient Region Detection Using Multi-Scale Filtering (2013) (0)
Fast Adversarial Training with Adaptive Step Size (2022) (0)
Seeing the Forest but Not the Trees (2005) (0)
Agitation, developing (second author: J. Holm), fixing, and washers and washing (1996) (0)
Spatiotemporal Self-supervised Learning for Point Clouds in the Wild (2023) (0)
Adapting the Sample Size in Texture Synthesis (2005) (0)
A Model of Retinal Local Adaptation for the Tone Mapping of CFA Images (0)
Surface roughness estimation using structured light projection (2021) (0)

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Other Resources About Sabine Süsstrunk

What Schools Are Affiliated With Sabine Süsstrunk?

Sabine Süsstrunk is affiliated with the following schools: