Gabriela Csurka
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Computer Science
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(Suggest an Edit or Addition)Gabriela Csurka'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
- Visual categorization with bags of keypoints (2004) (5210)
- Domain Adaptation for Visual Applications: A Comprehensive Survey (2017) (392)
- What is a good evaluation measure for semantic segmentation? (2013) (382)
- Assessing the aesthetic quality of photographs using generic image descriptors (2011) (377)
- Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost (2013) (337)
- Adapted Vocabularies for Generic Visual Categorization (2006) (320)
- Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost (2012) (285)
- R2D2: Repeatable and Reliable Detector and Descriptor (2019) (265)
- A Comprehensive Survey on Domain Adaptation for Visual Applications (2017) (250)
- Robust 3D DFT video watermarking (1999) (170)
- Template based recovery of Fourier-based watermarks using log-polar and log-log maps (1999) (166)
- Deep Visual Domain Adaptation (2020) (162)
- Characterizing the Uncertainty of the Fundamental Matrix (1997) (157)
- Domain Adaptation in Computer Vision Applications (2017) (146)
- A framework for visual saliency detection with applications to image thumbnailing (2009) (142)
- 3-D Reconstruction of Urban Scenes from Image Sequences (1998) (110)
- Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings (2019) (103)
- Semantic combination of textual and visual information in multimedia retrieval (2011) (103)
- An Efficient Approach to Semantic Segmentation (2011) (100)
- A comparison of projective reconstruction methods for pairs of views (1995) (89)
- Self-calibration and Euclidean reconstruction using motions of a stereo rig (1998) (79)
- Fisher Vectors: Beyond Bag-of-Visual-Words Image Representations (2010) (72)
- Domain Adaptation in the Absence of Source Domain Data (2016) (68)
- A Simple High Performance Approach to Semantic Segmentation (2008) (66)
- Stereo Calibration from Rigid Motions (2000) (62)
- A Bayesian Approach to Affine Transformation Resistant Image and Video Watermarking (1999) (49)
- Crossing textual and visual content in different application scenarios (2009) (43)
- Robust Image Retrieval-based Visual Localization using Kapture (2020) (41)
- Countermeasures for unintentional and intentional video watermarking attacks (2000) (39)
- Benchmarking Image Retrieval for Visual Localization (2020) (38)
- Learning moods and emotions from color combinations (2010) (37)
- Learning structured prediction models for interactive image labeling (2011) (36)
- A Domain Adaptation Regularization for Denoising Autoencoders (2016) (36)
- A Bayesian approach to spread spectrum watermark detection and secure copyright protection for digital image libraries (1999) (36)
- Semantic Image Segmentation Using Visible and Near-Infrared Channels (2012) (33)
- Tree-Structured CRF Models for Interactive Image Labeling (2013) (33)
- Finding the Collineation between Two Projective Reconstructions (1999) (32)
- Visual Localization by Learning Objects-Of-Interest Dense Match Regression (2019) (31)
- Toward generic image dewatermarking? (2002) (31)
- Images as sets of locally weighted features (2012) (29)
- XRCE ’ s participation to ImagEval (2007) (29)
- Describing the where – improving image annotation and search through geography (2008) (28)
- Medical image modality classification and retrieval (2011) (28)
- LEAR and XRCE's Participation to Visual Concept Detection Task - ImageCLEF 2010 (2010) (27)
- Unsupervised Visual and Textual Information Fusion in CBMIR Using Graph-Based Methods (2015) (27)
- Computing three dimensional project invariants from a pair of images using the Grassmann-Cayley algebra (1998) (26)
- XRCE's Participation in ImageCLEF 2009 (2009) (26)
- XRCE's Participation in Wikipedia Retrieval, Medical Image Modality Classification and Ad-hoc Retrieval Tasks of ImageCLEF 2010 (2010) (26)
- Trans-Media Pseudo-Relevance Feedback Methods in Multimedia Retrieval (2008) (25)
- Algebraic and Geometric Tools to Compute Projective and Permutation Invariants (1997) (24)
- XRCE's Participation at Patent Image Classification and Image-based Patent Retrieval Tasks of the Clef-IP 2011 (2011) (22)
- Combining Visible and Near-Infrared Cues for image Categorisation (2011) (19)
- From handcrafted to deep local invariant features (2018) (19)
- Building look & feel concept models from color combinations (2011) (19)
- Projective translations and affine stereo calibration (1998) (19)
- XRCE's Participation to ImageCLEFphoto 2007 (2007) (18)
- Closed-Form Solutions for the Euclidean Calibration of a Stereo Rig (1998) (18)
- Probabilistic Automatic Red Eye Detection and Correction (2006) (18)
- Vehicle type classification from laser scanner profiles: A benchmark of feature descriptors (2013) (18)
- Large-scale Localization Datasets in Crowded Indoor Spaces (2021) (17)
- XRCE's Participation to ImageCLEF 2008 (2008) (17)
- Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey (2021) (17)
- From handcrafted to deep local features (2018) (17)
- Unsupervised Domain Adaptation with Regularized Domain Instance Denoising (2016) (15)
- What is the right way to represent document images? (2016) (14)
- Deep Visual Geo-localization Benchmark (2022) (13)
- Computer Vision, Imaging and Computer Graphics. Theory and Application (2013) (13)
- An empirical study of fusion operators for multimodal image retrieval (2012) (13)
- XRCE's Participation at Medical Image Modality Classification and Ad-hoc Retrieval Tasks of Image CLEF2011 (2011) (13)
- Leveraging Image, Text and Cross-media Similarities for Diversity-focused Multimedia Retrieval (2010) (13)
- Domain Adaptation with a Domain Specific Class Means Classifier (2014) (13)
- Categorization in multiple category systems (2006) (12)
- Generic Visual Categorization Using Weak Geometry (2006) (12)
- ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity (2022) (12)
- Discrepancy-Based Networks for Unsupervised Domain Adaptation: A Comparative Study (2017) (11)
- Incorporating Near-Infrared Information into Semantic Image Segmentation (2014) (11)
- Trans Media Relevance Feedback for Image Autoannotation (2010) (8)
- Investigating the Role of Image Retrieval for Visual Localization (2022) (8)
- Weighted Transmedia Relevance Feedback for Image Retrieval and Auto-annotation (2011) (8)
- Document image classification, with a specific view on applications of patent images (2016) (8)
- Hierarchical Image-Region Labeling via Structured Learning (2009) (8)
- Assembling Heterogeneous Domain Adaptation Methods for Image Classification (2014) (8)
- Vehicle type classification from laser scans with global alignment kernels (2014) (7)
- Autocalibration in the Presence of Critical Motions (1998) (7)
- On the Road to Online Adaptation for Semantic Image Segmentation (2022) (7)
- Unsupervised Visual and Textual Information Fusion in Multimedia Retrieval - A Graph-based Point of View (2014) (7)
- On the use of regions for semantic image segmentation (2012) (7)
- R2D2: Reliable and Repeatable Detectors and Descriptors for Joint Sparse Keypoint Detection and Local Feature Extraction (2019) (6)
- Unsupervised Meta-Domain Adaptation for Fashion Retrieval (2021) (6)
- XRCE's Participation at Wikipedia Retrieval of ImageCLEF 2011 (2011) (6)
- Transductive Adaptation of Black Box Predictions (2016) (6)
- Safe Red-Eye Correction Plug-in Using Adaptive Methods (2007) (5)
- An Extended Framework for Marginalized Domain Adaptation (2017) (5)
- A Study on Perceptually Coherent Distance Measures for Color Schemes (2011) (5)
- Adapted Domain Specific Class Means (2015) (5)
- Description, analysis and evaluation of confidence estimation procedures for sub-categorisation (2009) (4)
- Incorporating Geometry Information with Weak Classifiers for Improved Generic Visual Categorization (2005) (4)
- Comparison of Several Combinations of Multimodal and Diversity Seeking Methods for Multimedia Retrieval (2009) (4)
- CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion (2022) (4)
- Evaluation of Diversity-Focused Strategies for Multimedia Retrieval (2008) (4)
- Visual Domain Adaptation in the Deep Learning Era (2022) (4)
- Semantic Image Segmentation: Two Decades of Research (2023) (3)
- NLE@MediaEval'17: Combining Cross-Media Similarity and Embeddings for Retrieving Diverse Social Images (2017) (3)
- Introduction to the special issue on “metadata mining for image understanding” (2009) (2)
- Travel Blog Assistant System (TBAS) - An Example Scenario of How to Enrich Text with Images and Images with Text using Online Multimedia Repositories (2016) (2)
- General analytical modelling of heat transfer in isotropic solid materials under periodic steady regime (1998) (2)
- Predicting relevance of parts of an image (2009) (1)
- Multimodal Search for Graphic Designers (2011) (1)
- Fisher Kernel Representation of Images and Some of Its Successful Applications (2010) (1)
- Estimating Low-Rank Region Likelihood Maps (2020) (1)
- Domain Adaptation in Multi-View Embedding for Cross-Modal Video Retrieval (2021) (1)
- Unsupervised Meta-Domain Adaptation for Fashion Retrieval Supplementary Material (2020) (1)
- Evaluating Stacked Marginalised Denoising Autoencoders Within Domain Adaptation Methods (2015) (1)
- Spare Time Activity Sheets from Photo Albums (2010) (0)
- New Results - Learning and structuring of visual models (2010) (0)
- Detecting Low-Rank Regions in Omnidirectional Images * (2021) (0)
- Description and evaluation of techniques for transfer learning across sub-categories (2009) (0)
- Appreciation to IJCV Reviewers (2012) (0)
- What to Do When the Access to the Source Data Is Constrained? (2017) (0)
- GRAPP 2010 - Proceedings of the International Conference on Computer Graphics Theory and Applications, Angers, France, May 17-21, 2010 (2010) (0)
- Towards intent dependent image enhancement - state-of-the-art and recent attempts (2007) (0)
- Invariant watermarking using discrete Fourier transform and template matching (1998) (0)
- Augmented cockpit display from cameras mounted on several aircrafts (1998) (0)
- System for creative image navigation and investigation (2011) (0)
- Computing Protective and Permutation Invariants of Points and Lines (1997) (0)
- Systems and extraction processes using probabilistic feedback information relevant transmedia (2011) (0)
- TEXT-EXPLICIT MATCHING & IMPLICIT SIMILARITY (2022) (0)
- Deep Visual Geo-localization Benchmark: Supplementary Material (2022) (0)
- Improved Cross-view Completion Pre-training for Stereo Matching (2022) (0)
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