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Learning Affine Correspondences by Integrating Geometric Constraints

7 April 2025

Papers citing "Learning Affine Correspondences by Integrating Geometric Constraints"

35 / 35 papers shown

Title
Efficient LoFTR: Semi-Dense Local Feature Matching with Sparse-Like Speed Yifan Wang Xingyi He He Sida Peng Dongli Tan Xiaowei Zhou 3DV 76 51 0 07 Mar 2024
GIM: Learning Generalizable Image Matcher From Internet Videos Xuelun Shen Zhipeng Cai Wei Yin Matthias Müller Zijun Li Kaixuan Wang Xiaozhi Chen Cheng-Yu Wang 82 30 0 16 Feb 2024
Local Feature Matching Using Deep Learning: A Survey Shibiao Xu Shunpeng Chen Rongtao Xu Changwei Wang Peng Lu Li Guo ObjD 93 37 0 31 Jan 2024
DeDoDe: Detect, Don't Describe -- Describe, Don't Detect for Local Feature Matching Johan Edstedt Georg Bökman Mårten Wadenbäck Michael Felsberg 3DPC 89 45 0 16 Aug 2023
Affine Correspondences between Multi-Camera Systems for Relative Pose Estimation Banglei Guan Ji Zhao 69 6 0 22 Jun 2023
RoMa: Robust Dense Feature Matching Johan Edstedt Qiyu Sun Georg Bökman Maarten Wadenback Michael Felsberg 3DV 83 110 0 24 May 2023
ASpanFormer: Detector-Free Image Matching with Adaptive Span Transformer Hongkai Chen Zixin Luo Lei Zhou Yurun Tian Mingmin Zhen Tian Fang David McKinnon Yanghai Tsin Long Quan 94 171 0 30 Aug 2022
DKM: Dense Kernelized Feature Matching for Geometry Estimation Johan Edstedt Ioannis Athanasiadis Mårten Wadenbäck Michael Felsberg 3DV MDE 119 129 0 01 Feb 2022
Decoupling Makes Weakly Supervised Local Feature Better Kunhong Li Longguang Wang Li Liu Qing Ran Kai Xu Yulan Guo WSOD 67 49 0 08 Jan 2022
PDC-Net+: Enhanced Probabilistic Dense Correspondence Network Prune Truong Martin Danelljan Radu Timofte Luc Van Gool 86 86 0 28 Sep 2021
LoFTR: Detector-Free Local Feature Matching with Transformers Jiaming Sun Zehong Shen Yuang Wang Hujun Bao Xiaowei Zhou ViT 102 1,187 0 01 Apr 2021
Patch2Pix: Epipolar-Guided Pixel-Level Correspondences Qunjie Zhou Torsten Sattler Laura Leal-Taixe 71 198 0 03 Dec 2020
Minimal Cases for Computing the Generalized Relative Pose using Affine Correspondences Banglei Guan Ji Zhao Dániel Baráth Friedrich Fraundorfer 57 10 0 21 Jul 2020
Making Affine Correspondences Work in Camera Geometry Computation Dániel Baráth Michal Polic W. Förstner Torsten Sattler Tomas Pajdla Zuzana Kukelova 65 22 0 20 Jul 2020
DISK: Learning local features with policy gradient M. Tyszkiewicz Pascal Fua Eduard Trulls OffRL 103 379 0 24 Jun 2020
Learning Feature Descriptors using Camera Pose Supervision Qianqian Wang Xiaowei Zhou B. Hariharan Noah Snavely SSL 100 166 0 28 Apr 2020
ASLFeat: Learning Local Features of Accurate Shape and Localization Zixin Luo Lei Zhou Xuyang Bai Hongkai Chen Jiahui Zhang Yao Yao Shiwei Li Tian Fang Long Quan 79 290 0 23 Mar 2020
Image Matching across Wide Baselines: From Paper to Practice Yuhe Jin Dmytro Mishkin Anastasiia Mishchuk Jirí Matas Pascal Fua K. M. Yi Eduard Trulls 3DV 121 367 0 03 Mar 2020
SuperGlue: Learning Feature Matching with Graph Neural Networks Paul-Edouard Sarlin Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC OffRL 143 1,950 0 26 Nov 2019
D2-Net: A Trainable CNN for Joint Detection and Description of Local Features Mihai Dusmanu Ignacio Rocco Tomas Pajdla Marc Pollefeys Josef Sivic Akihiko Torii Torsten Sattler 67 689 0 09 May 2019
Optimal Multi-view Correction of Local Affine Frames Ivan Eichhardt Dániel Baráth 48 12 0 01 May 2019
SOSNet: Second Order Similarity Regularization for Local Descriptor Learning Yurun Tian Xin-Yao Yu Bin Fan Fuchao Wu Huub Heijnen Vassileios Balntas 67 331 0 10 Apr 2019
ContextDesc: Local Descriptor Augmentation with Cross-Modality Context Zixin Luo Tianwei Shen Lei Zhou Jiahui Zhang Yao Yao Shiwei Li Tian Fang Long Quan 67 213 0 08 Apr 2019
Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters Axel Barroso Laguna Edgar Riba D. Ponsa K. Mikolajczyk 3DPC 59 279 0 01 Apr 2019
GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints Zixin Luo Tianwei Shen Lei Zhou Siyu Zhu Runze Zhang Yao Yao Tian Fang Long Quan 3DV 76 175 0 17 Jul 2018
MegaDepth: Learning Single-View Depth Prediction from Internet Photos Zhengqi Li Noah Snavely MDE 3DV 130 1,024 0 02 Apr 2018
SuperPoint: Self-Supervised Interest Point Detection and Description Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC 145 2,478 0 20 Dec 2017
Repeatability Is Not Enough: Learning Affine Regions via Discriminability Dmytro Mishkin Filip Radenovic Jirí Matas 79 197 0 17 Nov 2017
A Minimal Solution for Two-view Focal-length Estimation using Two Affine Correspondences Dániel Baráth Tekla Tóth Levente Hajder 46 40 0 06 Jun 2017
Working hard to know your neighbor's margins: Local descriptor learning loss A. Mishchuk Dmytro Mishkin Filip Radenovic Jirí Matas 91 692 0 30 May 2017
HPatches: A benchmark and evaluation of handcrafted and learned local descriptors Vassileios Balntas Karel Lenc Andrea Vedaldi K. Mikolajczyk 111 722 0 19 Apr 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 505 4,084 0 14 Feb 2017
Large-Scale Image Retrieval with Attentive Deep Local Features Hyeonwoo Noh A. Araújo Jack Sim Tobias Weyand Bohyung Han 3DV 123 774 0 19 Dec 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,510 0 10 Dec 2015
MODS: Fast and Robust Method for Two-View Matching Dmytro Mishkin Jirí Matas Michal Perdoch 3DV 72 168 0 09 Mar 2015