Affine steerers for structured keypoint description

26 August 2024

Michael Felsberg

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Papers citing "Affine steerers for structured keypoint description"

40 / 40 papers shown

Title
To Match or Not to Match: Revisiting Image Matching for Reliable Visual Place Recognition Davide Sferrazza Gabriele Berton Gabriele Trivigno Carlo Masone 68 0 0 08 Apr 2025
Steerers: A framework for rotation equivariant keypoint descriptors Georg Bökman Johan Edstedt Michael Felsberg Fredrik Kahl LLMSV 66 12 0 04 Dec 2023
Lie Group Decompositions for Equivariant Neural Networks Mircea Mironenco Patrick Forré AI4CE 62 8 0 17 Oct 2023
S-TREK: Sequential Translation and Rotation Equivariant Keypoints for local feature extraction E. Santellani Christian Sormann Mattia Rossi Andreas Kuhn Friedrich Fraundorfer 75 7 0 28 Aug 2023
DeDoDe: Detect, Don't Describe -- Describe, Don't Detect for Local Feature Matching Johan Edstedt Georg Bökman Mårten Wadenbäck Michael Felsberg 3DPC 74 45 0 16 Aug 2023
LightGlue: Local Feature Matching at Light Speed Philipp Lindenberger Paul-Edouard Sarlin Marc Pollefeys 3DV VLM 95 442 0 23 Jun 2023
What Affects Learned Equivariance in Deep Image Recognition Models? Robert-Jan Bruintjes Tomasz Motyka Jan van Gemert 82 8 0 05 Apr 2023
Adaptive Spot-Guided Transformer for Consistent Local Feature Matching Jiahuan Yu Jiahao Chang Jianfeng He Tianzhu Zhang Feng Wu 104 23 0 29 Mar 2023
Learning Rotation-Equivariant Features for Visual Correspondence Jongmin Lee Byung-soo Kim Seungwook Kim Minsu Cho SSL 57 25 0 25 Mar 2023
Adaptive Assignment for Geometry Aware Local Feature Matching Dihe Huang Ying Chen Shang Xu Yong-Jin Liu Wen-Qi Wu Yikang Ding Chengjie Wang Fan Tang 65 35 0 18 Jul 2022
TopicFM: Robust and Interpretable Topic-Assisted Feature Matching Khang Truong Giang Soohwan Song Sung-Guk Jo 48 40 0 01 Jul 2022
ClusterGNN: Cluster-based Coarse-to-Fine Graph Neural Network for Efficient Feature Matching Yanxing Shi Junxiong Cai Yoli Shavit Tai-Jiang Mu Wensen Feng Kai Zhang GNN 87 79 0 25 Apr 2022
Learning Symmetric Embeddings for Equivariant World Models Jung Yeon Park Ondrej Biza Linfeng Zhao Jan-Willem van de Meent Robin Walters 73 45 0 24 Apr 2022
A case for using rotation invariant features in state of the art feature matchers Georg Bökman Fredrik Kahl 38 37 0 21 Apr 2022
Self-Supervised Equivariant Learning for Oriented Keypoint Detection Jongmin Lee Byung-soo Kim Minsu Cho 3DPC 94 37 0 19 Apr 2022
MatchFormer: Interleaving Attention in Transformers for Feature Matching Qing Wang Jiaming Zhang Kailun Yang Kunyu Peng Rainer Stiefelhagen ViT 79 145 0 17 Mar 2022
ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor Extraction Xiaoming Zhao Xingming Wu Jinyu Miao Weihai Chen Peter C. Y. Chen Zhengguo Li 3DH 94 123 0 06 Dec 2021
ZZ-Net: A Universal Rotation Equivariant Architecture for 2D Point Clouds Georg Bökman Fredrik Kahl Axel Flinth 3DPC 60 20 0 30 Nov 2021
Enabling equivariance for arbitrary Lie groups L. MacDonald Sameera Ramasinghe Simon Lucey AAML 54 25 0 16 Nov 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 477 7,819 0 11 Nov 2021
PDC-Net+: Enhanced Probabilistic Dense Correspondence Network Prune Truong Martin Danelljan Radu Timofte Luc Van Gool 75 86 0 28 Sep 2021
Learning to Match Features with Seeded Graph Matching Network Hongkai Chen Zixin Luo Jiahui Zhang Lei Zhou Xuyang Bai Zeyu Hu Chiew-Lan Tai Long Quan 58 113 0 19 Aug 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 711 6,127 0 29 Apr 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 670 41,430 0 22 Oct 2020
GOCor: Bringing Globally Optimized Correspondence Volumes into Your Neural Network Prune Truong Martin Danelljan Luc Van Gool Radu Timofte 77 77 0 16 Sep 2020
Making Affine Correspondences Work in Camera Geometry Computation Dániel Baráth Michal Polic W. Förstner Torsten Sattler Tomas Pajdla Zuzana Kukelova 60 22 0 20 Jul 2020
DISK: Learning local features with policy gradient M. Tyszkiewicz Pascal Fua Eduard Trulls OffRL 91 379 0 24 Jun 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 395 6,837 0 13 Jun 2020
SuperGlue: Learning Feature Matching with Graph Neural Networks Paul-Edouard Sarlin Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC OffRL 127 1,949 0 26 Nov 2019
General $E(2)$ -Equivariant Steerable CNNs Maurice Weiler Gabriele Cesa 115 524 0 19 Nov 2019
SOSNet: Second Order Similarity Regularization for Local Descriptor Learning Yurun Tian Xin-Yao Yu Bin Fan Fuchao Wu Huub Heijnen Vassileios Balntas 58 331 0 10 Apr 2019
Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters Axel Barroso Laguna Edgar Riba D. Ponsa K. Mikolajczyk 3DPC 50 279 0 01 Apr 2019
MegaDepth: Learning Single-View Depth Prediction from Internet Photos Zhengqi Li Noah Snavely MDE 3DV 113 1,023 0 02 Apr 2018
Repeatability Is Not Enough: Learning Affine Regions via Discriminability Dmytro Mishkin Filip Radenovic Jirí Matas 75 197 0 17 Nov 2017
Working hard to know your neighbor's margins: Local descriptor learning loss A. Mishchuk Dmytro Mishkin Filip Radenovic Jirí Matas 82 692 0 30 May 2017
HPatches: A benchmark and evaluation of handcrafted and learned local descriptors Vassileios Balntas Karel Lenc Andrea Vedaldi K. Mikolajczyk 106 722 0 19 Apr 2017
Group Equivariant Convolutional Networks Taco S. Cohen Max Welling BDL 171 1,945 0 24 Feb 2016
Transformation Properties of Learned Visual Representations Taco S. Cohen Max Welling 60 106 0 24 Dec 2014
Understanding image representations by measuring their equivariance and equivalence Karel Lenc Andrea Vedaldi SSL FAtt 114 537 0 21 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014