Gabriela Csurka

Affiliations:
  • Xerox


According to our database1, Gabriela Csurka authored at least 114 papers between 1997 and 2024.

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Bibliography

2024
What could go wrong? Discovering and describing failure modes in computer vision.
CoRR, 2024

Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

SHiNe: Semantic Hierarchy Nexus for Open-Vocabulary Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Self-Supervised Learning of Neural Implicit Feature Fields for Camera Pose Refinement.
Proceedings of the International Conference on 3D Vision, 2024

2023
CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SegLoc: Learning Segmentation-Based Representations for Privacy-Preserving Visual Localization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

RaSP: Relation-aware Semantic Prior for Weakly Supervised Incremental Segmentation.
Proceedings of the Conference on Lifelong Learning Agents, 2023

2022
Investigating the Role of Image Retrieval for Visual Localization.
Int. J. Comput. Vis., 2022

Semantic Image Segmentation: Two Decades of Research.
Found. Trends Comput. Graph. Vis., 2022

Improved Cross-view Completion Pre-training for Stereo Matching.
CoRR, 2022

Investigating the Role of Image Retrieval for Visual Localization - An exhaustive benchmark.
CoRR, 2022

CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity.
Proceedings of the Tenth International Conference on Learning Representations, 2022

On the Road to Online Adaptation for Semantic Image Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Deep Visual Geo-localization Benchmark.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey.
CoRR, 2021

Domain Adaptation in Multi-View Embedding for Cross-Modal Video Retrieval.
CoRR, 2021

Unsupervised Meta-Domain Adaptation for Fashion Retrieval.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Large-Scale Localization Datasets in Crowded Indoor Spaces.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Detecting Low-Rank Regions in Omnidirectional Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Robust Image Retrieval-based Visual Localization using Kapture.
CoRR, 2020

Deep Visual Domain Adaptation.
Proceedings of the 22nd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2020

Estimating Low-Rank Region Likelihood Maps.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Benchmarking Image Retrieval for Visual Localization.
Proceedings of the 8th International Conference on 3D Vision, 2020

2019
R2D2: Repeatable and Reliable Detector and Descriptor.
CoRR, 2019

Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Visual Localization by Learning Objects-Of-Interest Dense Match Regression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
From handcrafted to deep local invariant features.
CoRR, 2018

2017
What to Do When the Access to the Source Data Is Constrained?
Proceedings of the Domain Adaptation in Computer Vision Applications., 2017

A Comprehensive Survey on Domain Adaptation for Visual Applications.
Proceedings of the Domain Adaptation in Computer Vision Applications., 2017

An Extended Framework for Marginalized Domain Adaptation.
CoRR, 2017

Domain Adaptation for Visual Applications: A Comprehensive Survey.
CoRR, 2017

NLE@MediaEval'17: Combining Cross-Media Similarity and Embeddings for Retrieving Diverse Social Images.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Discrepancy-Based Networks for Unsupervised Domain Adaptation: A Comparative Study.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016
What is the right way to represent document images?
CoRR, 2016

Document image classification, with a specific view on applications of patent images.
CoRR, 2016

Domain Adaptation in the Absence of Source Domain Data.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Unsupervised Domain Adaptation with Regularized Domain Instance Denoising.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Transductive Adaptation of Black Box Predictions.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

A Domain Adaptation Regularization for Denoising Autoencoders.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Unsupervised Visual and Textual Information Fusion in CBMIR Using Graph-Based Methods.
ACM Trans. Inf. Syst., 2015

Adapted Domain Specific Class Means.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Evaluating Stacked Marginalised Denoising Autoencoders Within Domain Adaptation Methods.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

2014
Incorporating Near-Infrared Information into Semantic Image Segmentation.
CoRR, 2014

Unsupervised Visual and Textual Information Fusion in Multimedia Retrieval - A Graph-based Point of View.
CoRR, 2014

Vehicle type classification from laser scans with global alignment kernels.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Domain Adaptation with a Domain Specific Class Means Classifier.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Assembling Heterogeneous Domain Adaptation Methods for Image Classification.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

2013
Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Tree-Structured CRF Models for Interactive Image Labeling.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Vehicle type classification from laser scanner profiles: A benchmark of feature descriptors.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

What is a good evaluation measure for semantic segmentation?.
Proceedings of the British Machine Vision Conference, 2013

2012
Images as sets of locally weighted features.
Comput. Vis. Image Underst., 2012

On the use of regions for semantic image segmentation.
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

Semantic Image Segmentation Using Visible and Near-Infrared Channels.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost.
Proceedings of the Computer Vision - ECCV 2012, 2012

An empirical study of fusion operators for multimodal image retrieval.
Proceedings of the 10th International Workshop on Content-Based Multimedia Indexing, 2012

2011
Building look & feel concept models from color combinations - With applications in image classification, retrieval, and color transfer.
Vis. Comput., 2011

An Efficient Approach to Semantic Segmentation.
Int. J. Comput. Vis., 2011

Semantic combination of textual and visual information in multimedia retrieval.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

A Study on Perceptually Coherent Distance Measures for Color Schemes.
Proceedings of the 19th Color and Imaging Conference, 2011


Assessing the aesthetic quality of photographs using generic image descriptors.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Learning structured prediction models for interactive image labeling.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

XRCE's Participation at Patent Image Classification and Image-based Patent Retrieval Tasks of the Clef-IP 2011.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

XRCE's Participation at Wikipedia Retrieval of ImageCLEF 2011.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

XRCE's Participation at Medical Image Modality Classification and Ad-hoc Retrieval Tasks of Image CLEF2011.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

Medical image modality classification and retrieval.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011

Combining Visible and Near-Infrared Cues for image Categorisation.
Proceedings of the British Machine Vision Conference, 2011

2010
Spare Time Activity Sheets from Photo Albums.
J. Virtual Real. Broadcast., 2010

Fisher Kernel Representation of Images and Some of Its Successful Applications.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Fisher Vectors: Beyond Bag-of-Visual-Words Image Representations.
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Applications, 2010

Learning moods and emotions from color combinations.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

LEAR and XRCE's Participation to Visual Concept Detection Task - ImageCLEF 2010.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

XRCE's Participation in Wikipedia Retrieval, Medical Image Modality Classification and Ad-hoc Retrieval Tasks of ImageCLEF 2010.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

Trans Media Relevance Feedback for Image Autoannotation.
Proceedings of the British Machine Vision Conference, 2010

Leveraging Image, Text and Cross-media Similarities for Diversity-focused Multimedia Retrieval.
Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

2009
Introduction to the special issue on "metadata mining for image understanding".
Multim. Tools Appl., 2009

Crossing textual and visual content in different application scenarios.
Multim. Tools Appl., 2009

A framework for visual saliency detection with applications to image thumbnailing.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Spare Time Activity Sheets from Photo Albums.
Proceedings of the GRAPP 2009, 2009

XRCE's Participation in ImageCLEF 2009.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Comparison of Several Combinations of Multimodal and Diversity Seeking Methods for Multimedia Retrieval.
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

Hierarchical Image-Region Labeling via Structured Learning.
Proceedings of the British Machine Vision Conference, 2009

2008
Evaluation of Diversity-Focused Strategies for Multimedia Retrieval.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

XRCE's Participation to ImageCLEF 2008.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

A Simple High Performance Approach to Semantic Segmentation.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007
Towards intent dependent image enhancement - state-of-the-art and recent attempts.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

XRCE's Participation to ImageCLEFphoto 2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Trans-Media Pseudo-Relevance Feedback Methods in Multimedia Retrieval.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

2006
Probabilistic Automatic Red Eye Detection and Correction.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Categorization in multiple category systems.
Proceedings of the Machine Learning, 2006

Adapted Vocabularies for Generic Visual Categorization.
Proceedings of the Computer Vision, 2006

Generic Visual Categorization Using Weak Geometry.
Proceedings of the Toward Category-Level Object Recognition, 2006

2005
Incorporating Geometry Information with Weak Classifiers for Improved Generic Visual Categorization.
Proceedings of the Image Analysis and Processing, 2005

2002
Toward generic image dewatermarking?
Proceedings of the 2002 International Conference on Image Processing, 2002

2000
Stereo Calibration from Rigid Motions.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Countermeasures for unintentional and intentional video watermarking attacks.
Proceedings of the Security and Watermarking of Multimedia Contents II, 2000

1999
Algebraic and Geometric Tools to Compute Projective and Permutation Invariants.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

Finding the Collineation between Two Projective Reconstructions.
Comput. Vis. Image Underst., 1999

Robust 3D DFT video watermarking.
Proceedings of the Security and Watermarking of Multimedia Contents, 1999

A Bayesian Approach to Affine Transformation Resistant Image and Video Watermarking.
Proceedings of the Information Hiding, Third International Workshop, 1999

Template Based Recovery of Fourier-Based Watermarks Using Log-Polar and Log-Log Maps.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Direct Identification of Moving Objects and Background from 2D Motion Models.
Proceedings of the International Conference on Computer Vision, 1999

A Bayesian Approach To Spread Spectrum Watermark Detection and Secure Copyright Protection for Digital Image Libraries.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Computing three dimensional project invariants from a pair of images using the Grassmann-Cayley algebra.
Image Vis. Comput., 1998

3-D Reconstruction of Urban Scenes from Image Sequences.
Comput. Vis. Image Underst., 1998

Self-Calibration and Euclidean Reconstruction Using Motions of a Stereo Rig.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Closed-Form Solutions for the Euclidean Calibration of a Stereo Rig.
Proceedings of the Computer Vision, 1998

Projective Translations and Affine Stereo Calibration.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Autocalibration in the Presence of Critical Motions.
Proceedings of the British Machine Vision Conference 1998, 1998

1997
A Comparison of Projective Reconstruction Methods for Pairs of Views.
Comput. Vis. Image Underst., 1997

Characterizing the Uncertainty of the Fundamental Matrix.
Comput. Vis. Image Underst., 1997

Computing Protective and Permutation Invariants of Points and Lines.
Proceedings of the Computer Analysis of Images and Patterns, 7th International Conference, 1997


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