SOTAVerified

Homography Estimation

Homography estimation is a technique used in computer vision and image processing to find the relationship between two images of the same scene, but captured from different viewpoints. It is used to align images, correct for perspective distortions, or perform image stitching. In order to estimate the homography, a set of corresponding points between the two images must be found, and a mathematical model must be fit to these points. There are various algorithms and techniques that can be used to perform homography estimation, including direct methods, RANSAC, and machine learning-based approaches.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 134 papers

TitleStatusHype
Geometrized Transformer for Self-Supervised Homography EstimationCode1
SiLK: Simple Learned Keypoints—0
A Large-Scale Homography Benchmark—0
Recurrent Homography Estimation Using Homography-Guided Image Warping and Focus TransformerCode1
Semi-supervised Deep Large-baseline Homography Estimation with Progressive Equivalence ConstraintCode1
AbHE: All Attention-based Homography Estimation—0
Rethinking Low-level Features for Interest Point Detection and DescriptionCode1
SSORN: Self-Supervised Outlier Removal Network for Robust Homography Estimation—0
ASpanFormer: Detector-Free Image Matching with Adaptive Span TransformerCode2
A Gis Aided Approach for Geolocalizing an Unmanned Aerial System Using Deep LearningCode1
TVCalib: Camera Calibration for Sports Field Registration in SoccerCode1
3DG-STFM: 3D Geometric Guided Student-Teacher Feature MatchingCode1
Warped Convolutional Networks: Bridge Homography to sl(3) algebra by Group Convolution—0
Unsupervised Homography Estimation with Coplanarity-Aware GANCode1
Iterative Deep Homography EstimationCode1
MatchFormer: Interleaving Attention in Transformers for Feature MatchingCode1
ZippyPoint: Fast Interest Point Detection, Description, and Matching through Mixed Precision DiscretizationCode1
Towards a Unified Approach to Homography Estimation Using Image Features and Pixel IntensitiesCode0
Road-aware Monocular Structure from Motion and Homography Estimation—0
Pixel-wise Deep Image Stitching—0
ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor ExtractionCode1
Space-Partitioning RANSACCode1
Vehicle Speed Estimation Using Computer Vision And Evolutionary Camera CalibrationCode1
Deep Homography Estimation in Dynamic Surgical Scenes for Laparoscopic Camera Motion ExtractionCode0
Line as a Visual Sentence: Context-aware Line Descriptor for Visual LocalizationCode1
Visual SLAM with Graph-Cut Optimized Multi-Plane ReconstructionCode1
Precise Aerial Image Matching based on Deep Homography Estimation—0
Depth-Aware Multi-Grid Deep Homography Estimation with Contextual CorrelationCode1
LocalTrans: A Multiscale Local Transformer Network for Cross-Resolution Homography Estimation—0
Galois/monodromy groups for decomposing minimal problems in 3D reconstruction—0
Localization of Ice-Rink for Broadcast Hockey Videos—0
Perceptual Loss for Robust Unsupervised Homography EstimationCode1
Motion Basis Learning for Unsupervised Deep Homography Estimation with Subspace ProjectionCode1
FisheyeSuperPoint: Keypoint Detection and Description Network for Fisheye Images—0
Explicit homography estimation improves contrastive self-supervised learning—0
A Robust and Efficient Framework for Sports-Field Registration—0
Real-Time Facial Expression Emoji Masking with Convolutional Neural Networks and HomographyCode0
Patch2Pix: Epipolar-Guided Pixel-Level CorrespondencesCode1
DUT: Learning Video Stabilization by Simply Watching Unstable VideosCode1
Homography Estimation with Convolutional Neural Networks Under Conditions of Variance—0
HSolo: Homography from a single affine aware correspondence—0
Geometric Estimation via Robust Subspace RecoveryCode1
Making Affine Correspondences Work in Camera Geometry ComputationCode1
Online Invariance Selection for Local Feature DescriptorsCode1
Co-Attention for Conditioned Image Matching—0
SEKD: Self-Evolving Keypoint Detection and DescriptionCode1
Robust Homography Estimation via Dual Principal Component Pursuit—0
GPO: Global Plane Optimization for Fast and Accurate Monocular SLAM Initialization—0
Deep Exposure Fusion with Deghosting via Homography Estimation and Attention Learning—0
Deep Homography Estimation for Dynamic ScenesCode1
Show:102550
← PrevPage 2 of 3Next →

No leaderboard results yet.