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
InterNet: Unsupervised Cross-modal Homography Estimation Based on Interleaved Modality Transfer and Self-supervised Homography PredictionCode1
Homography from two orientation- and scale-covariant featuresCode0
NeRF-Supervised Feature Point Detection and DescriptionCode0
Neural Outlier Rejection for Self-Supervised Keypoint LearningCode0
Content-Aware Unsupervised Deep Homography EstimationCode0
Optimal Multi-view Correction of Local Affine FramesCode0
Real-Time Facial Expression Emoji Masking with Convolutional Neural Networks and HomographyCode0
Rethinking Planar Homography Estimation Using Perspective FieldsCode0
Deep Homography Estimation in Dynamic Surgical Scenes for Laparoscopic Camera Motion ExtractionCode0
Analyzing the Domain Shift Immunity of Deep Homography EstimationCode0
Semantic-aware Representation Learning for Homography EstimationCode0
SIDAR: Synthetic Image Dataset for Alignment & RestorationCode0
CodingHomo: Bootstrapping Deep Homography With Video CodingCode0
STag: A Stable Fiducial Marker SystemCode0
Towards a Unified Approach to Homography Estimation Using Image Features and Pixel IntensitiesCode0
UnsuperPoint: End-to-end Unsupervised Interest Point Detector and DescriptorCode0
Unsupervised Deep Homography: A Fast and Robust Homography Estimation ModelCode0
Video-based Sequential Bayesian Homography Estimation for Soccer Field RegistrationCode0
KP2Dtiny: Quantized Neural Keypoint Detection and Description on the EdgeCode0
Latent RANSACCode0
Learning Knowledge-Rich Sequential Model for Planar Homography Estimation in Aerial VideoCode0
STN-Homography: estimate homography parameters directly—0
AbHE: All Attention-based Homography Estimation—0
AffineGlue: Joint Matching and Robust Estimation—0
A Large-Scale Homography Benchmark—0
ViewpointDepth: A New Dataset for Monocular Depth Estimation Under Viewpoint Shifts—0
Are Semi-Dense Detector-Free Methods Good at Matching Local Features?—0
A Robust and Efficient Framework for Sports-Field Registration—0
A robust and efficient video representation for action recognition—0
Automated Camera Calibration via Homography Estimation with GNNs—0
Automated Top View Registration of Broadcast Football Videos—0
Camera Intrinsic Blur Kernel Estimation: A Reliable Framework—0
Character Keypoint-based Homography Estimation in Scanned Documents for Efficient Information Extraction—0
CLKN: Cascaded Lucas-Kanade Networks for Image Alignment—0
Coding local and global binary visual features extracted from video sequences—0
Co-Attention for Conditioned Image Matching—0
Decoupled Geometric Parameterization and its Application in Deep Homography Estimation—0
Deep Exposure Fusion with Deghosting via Homography Estimation and Attention Learning—0
Deep Learning Reforms Image Matching: A Survey and Outlook—0
DeepMeshFlow: Content Adaptive Mesh Deformation for Robust Image Registration—0
Direct Structure Estimation for 3D Reconstruction—0
Explicit homography estimation improves contrastive self-supervised learning—0
Feature-based Recursive Observer Design for Homography Estimation—0
FisheyeSuperPoint: Keypoint Detection and Description Network for Fisheye Images—0
FMRT: Learning Accurate Feature Matching with Reconciliatory Transformer—0
Full explicit consistency constraints in uncalibrated multiple homography estimation—0
G2MF-WA: Geometric Multi-Model Fitting with Weakly Annotated Data—0
Galois/monodromy groups for decomposing minimal problems in 3D reconstruction—0
Generative Adversarial Frontal View to Bird View Synthesis—0
Geometric Multi-Model Fitting with a Convex Relaxation Algorithm—0
Show:102550
← PrevPage 2 of 3Next →

No leaderboard results yet.