Jiri Matas
61 papers · 2013–2026 · 5 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (70) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Prolific Year · Productive
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Century Club · Silver
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Research topics
Computer Vision
(46)
Analysis
(38)
Machine Learning
(28)
Deep Learning
(20)
Core Methods
(16)
Processing
(15)
Learning Types
(11)
Optimization & Theory
(11)
Artificial Intelligence
(9)
Computer Science
(8)
Core AI
(8)
Application Areas
(6)
Foundations
(6)
Mathematics & Optimization
(5)
Architectures
(5)
Keywords
object tracking
(7)
robust estimation
(7)
object detection
(6)
homography estimation
(6)
convolutional neural network
(5)
image retrieval
(5)
pose estimation
(5)
temporal super-resolution
(4)
video processing
(3)
motion blur
(3)
3d reconstruction
(3)
semantic segmentation
(3)
metric learning
(3)
anomaly detection
(3)
depth estimation
(3)
autonomous driving
(3)
structure from motion
(3)
image classification
(3)
human pose estimation
(3)
visual tracking
(3)
Papers
Deepfake Detection that Generalizes Across Benchmarks
WACV 2026
Global-Aware Edge Prioritization for Pose Graph Initialization
CVPR 2026
Identity Verification from Human Scent using Channel Representation of 2D Gas Chromatography-Mass Spectrometry Data
WACV 2026
A Dataset for Semantic Segmentation in the Presence of Unknowns
CVPR 2025
Breaking the Frame: Visual Place Recognition by Overlap Prediction
WACV 2025
Detection, Pose Estimation and Segmentation for Multiple Bodies: Closing the Virtuous Circle
ICCV 2025
ILIAS: Instance-Level Image retrieval At Scale
CVPR 2025
LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic Segmentation
CVPR 2025
MFTIQ: Multi-Flow Tracker with Independent Matching Quality Estimation
WACV 2025
ProbPose: A Probabilistic Approach to 2D Human Pose Estimation
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
Adaptive Reordering Sampler with Neurally Guided MAGSAC
ICCV 2023
A Large-Scale Homography Benchmark
CVPR 2023
Finding Geometric Models by Clustering in the Consensus Space
CVPR 2023
Generalized Differentiable RANSAC
ICCV 2023
Image-Consistent Detection of Road Anomalies As Unpredictable Patches
WACV 2023
Planar Object Tracking via Weighted Optical Flow
WACV 2023
Tracking by 3D Model Estimation of Unknown Objects in Videos
ICCV 2023
DAD-3DHeads: A Large-Scale Dense, Accurate and Diverse Dataset for 3D Head Alignment From a Single Image
CVPR 2022
Danish Fungi 2020 - Not Just Another Image Recognition Dataset
WACV 2022
"FEAR: Fast, Efficient, Accurate and Robust Visual Tracker"
ECCV 2022
Lightweight Monocular Depth With a Novel Neural Architecture Search Method
WACV 2022
Point Cloud Color Constancy
CVPR 2022
Recall@k Surrogate Loss With Large Batches and Similarity Mixup
CVPR 2022
The Hitchhiker's Guide to Prior-Shift Adaptation
WACV 2022
Boosting Monocular Depth Estimation With Lightweight 3D Point Fusion
ICCV 2021
DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
CVPR 2021
Efficient Initial Pose-Graph Generation for Global SfM
CVPR 2021
Fast Fourier Intrinsic Network
WACV 2021
FMODetect: Robust Detection of Fast Moving Objects
ICCV 2021
Road Anomaly Detection by Partial Image Reconstruction With Segmentation Coupling
ICCV 2021
VSAC: Efficient and Accurate Estimator for H and F
ICCV 2021
D3S - A Discriminative Single Shot Segmentation Tracker
CVPR 2020
EPOS: Estimating 6D Pose of Objects With Symmetries
CVPR 2020
Fungi Recognition: A Practical Use Case
WACV 2020
Guiding Monocular Depth Estimation Using Depth-Attention Volume
ECCV 2020
Learning Surrogates via Deep Embedding
ECCV 2020
MAGSAC++, a Fast, Reliable and Accurate Robust Estimator
CVPR 2020
Sub-Frame Appearance and 6D Pose Estimation of Fast Moving Objects
CVPR 2020
CDTB: A Color and Depth Visual Object Tracking Dataset and Benchmark
ICCV 2019
MAGSAC: Marginalizing Sample Consensus
CVPR 2019
Object Tracking by Reconstruction With View-Specific Discriminative Correlation Filters
CVPR 2019
On Finding Gray Pixels
CVPR 2019
Progressive-X: Efficient, Anytime, Multi-Model Fitting Algorithm
ICCV 2019
BOP: Benchmark for 6D Object Pose Estimation
ECCV 2018
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks
CVPR 2018
Graph-Cut RANSAC
CVPR 2018
Multi-Class Model Fitting by Energy Minimization and Mode-Seeking
ECCV 2018
Repeatability Is Not Enough: Learning Affine Regions via Discriminability
ECCV 2018
Deep TextSpotter: An End-To-End Trainable Scene Text Localization and Recognition Framework
ICCV 2017
Discriminative Correlation Filter With Channel and Spatial Reliability
CVPR 2017
Recurrent Color Constancy
ICCV 2017
The World of Fast Moving Objects
CVPR 2017
Working hard to know your neighbor's margins: Local descriptor learning loss
NeurIPS 2017
From Dusk Till Dawn: Modeling in the Dark
CVPR 2016
Cascaded Sparse Spatial Bins for Efficient and Effective Generic Object Detection
ICCV 2015
FASText: Efficient Unconstrained Scene Text Detector
ICCV 2015
Detection, Rectification and Segmentation of Coplanar Repeated Patterns
CVPR 2014
Scene Text Localization and Recognition with Oriented Stroke Detection
ICCV 2013