← Authors

Jiri Matas

60 papers · 2013–2026 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (13) πŸ—ΊοΈ Taxonomy Completionist (76) 🏠 Conference Loyalist (24) πŸ”¬ Deep Specialist (13) 🀝 Dynamic Duo (13) πŸ† Keyword Champion (2) πŸ”₯ Unstoppable (14) ⚑ Prolific Year (5) πŸ’Ž Century Club (60) πŸ—ƒοΈ Keyword Collector (247) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter

Conferences

CVPR (24) ICCV (15) WACV (13) ECCV (7) NIPS (1)

Top co-authors

Daniel Barath (13) Denys Rozumnyi (7) Joni-Kristian KÀmÀrÀinen (5) Tomas Vojir (5) Dmytro Mishkin (5) Giorgos Tolias (4) Yanlin Qian (4) Alan Lukežič (4) Matej Kristan (4) Janne Heikkila (3)

Research topics

Computer Vision (1)

Keywords

object tracking (7) robust estimation (7) homography estimation (6) object detection (6) pose estimation (5) convolutional neural network (5) temporal super-resolution (4) image retrieval (4) metric learning (3) 3d reconstruction (3) video processing (3) motion blur (3) depth estimation (3) anomaly detection (3) visual tracking (3) autonomous driving (3) human pose estimation (3) image classification (3) semantic segmentation (3) geometric fitting (3)

Papers

Deepfake Detection that Generalizes Across Benchmarks WACV 2026
Identity Verification from Human Scent using Channel Representation of 2D Gas Chromatography-Mass Spectrometry Data WACV 2026
ILIAS: Instance-Level Image retrieval At Scale CVPR 2025
MFTIQ: Multi-Flow Tracker with Independent Matching Quality Estimation WACV 2025
Breaking the Frame: Visual Place Recognition by Overlap Prediction WACV 2025
LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic Segmentation CVPR 2025
Detection, Pose Estimation and Segmentation for Multiple Bodies: Closing the Virtuous Circle ICCV 2025
ProbPose: A Probabilistic Approach to 2D Human Pose Estimation CVPR 2025
A Dataset for Semantic Segmentation in the Presence of Unknowns CVPR 2025
MFT: Long-Term Tracking of Every Pixel WACV 2024
PixOOD: Pixel-Level Out-of-Distribution Detection ECCV 2024
Single-Image Deblurring, Trajectory and Shape Recovery of Fast Moving Objects With Denoising Diffusion Probabilistic Models WACV 2024
Tracking by 3D Model Estimation of Unknown Objects in Videos ICCV 2023
A Large-Scale Homography Benchmark CVPR 2023
Finding Geometric Models by Clustering in the Consensus Space CVPR 2023
Planar Object Tracking via Weighted Optical Flow WACV 2023
Image-Consistent Detection of Road Anomalies As Unpredictable Patches WACV 2023
Adaptive Reordering Sampler with Neurally Guided MAGSAC ICCV 2023
Generalized Differentiable RANSAC ICCV 2023
"FEAR: Fast, Efficient, Accurate and Robust Visual Tracker" ECCV 2022
Recall@k Surrogate Loss With Large Batches and Similarity Mixup CVPR 2022
Point Cloud Color Constancy CVPR 2022
DAD-3DHeads: A Large-Scale Dense, Accurate and Diverse Dataset for 3D Head Alignment From a Single Image CVPR 2022
The Hitchhiker's Guide to Prior-Shift Adaptation WACV 2022
Danish Fungi 2020 - Not Just Another Image Recognition Dataset WACV 2022
Lightweight Monocular Depth With a Novel Neural Architecture Search Method WACV 2022
Road Anomaly Detection by Partial Image Reconstruction With Segmentation Coupling ICCV 2021
FMODetect: Robust Detection of Fast Moving Objects ICCV 2021
Fast Fourier Intrinsic Network WACV 2021
Efficient Initial Pose-Graph Generation for Global SfM CVPR 2021
VSAC: Efficient and Accurate Estimator for H and F ICCV 2021
Boosting Monocular Depth Estimation With Lightweight 3D Point Fusion ICCV 2021
DeFMO: Deblurring and Shape Recovery of Fast Moving Objects CVPR 2021
Sub-Frame Appearance and 6D Pose Estimation of Fast Moving Objects CVPR 2020
Guiding Monocular Depth Estimation Using Depth-Attention Volume ECCV 2020
Learning Surrogates via Deep Embedding ECCV 2020
EPOS: Estimating 6D Pose of Objects With Symmetries CVPR 2020
Fungi Recognition: A Practical Use Case WACV 2020
D3S - A Discriminative Single Shot Segmentation Tracker CVPR 2020
MAGSAC++, a Fast, Reliable and Accurate Robust Estimator CVPR 2020
On Finding Gray Pixels CVPR 2019
Object Tracking by Reconstruction With View-Specific Discriminative Correlation Filters CVPR 2019
MAGSAC: Marginalizing Sample Consensus CVPR 2019
CDTB: A Color and Depth Visual Object Tracking Dataset and Benchmark ICCV 2019
Progressive-X: Efficient, Anytime, Multi-Model Fitting Algorithm ICCV 2019
Multi-Class Model Fitting by Energy Minimization and Mode-Seeking ECCV 2018
Repeatability Is Not Enough: Learning Affine Regions via Discriminability ECCV 2018
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks CVPR 2018
Graph-Cut RANSAC CVPR 2018
BOP: Benchmark for 6D Object Pose Estimation ECCV 2018
The World of Fast Moving Objects CVPR 2017
Working hard to know your neighbor's margins: Local descriptor learning loss NIPS 2017
Discriminative Correlation Filter With Channel and Spatial Reliability CVPR 2017
Recurrent Color Constancy ICCV 2017
Deep TextSpotter: An End-To-End Trainable Scene Text Localization and Recognition Framework ICCV 2017
From Dusk Till Dawn: Modeling in the Dark CVPR 2016
FASText: Efficient Unconstrained Scene Text Detector ICCV 2015
Cascaded Sparse Spatial Bins for Efficient and Effective Generic Object Detection ICCV 2015
Detection, Rectification and Segmentation of Coplanar Repeated Patterns CVPR 2014
Scene Text Localization and Recognition with Oriented Stroke Detection ICCV 2013