Learning Feature Matching via Matchable Keypoint-Assisted Graph Neural Network

4 July 2023

Papers citing "Learning Feature Matching via Matchable Keypoint-Assisted Graph Neural Network"

34 / 34 papers shown

Title
ParaFormer: Parallel Attention Transformer for Efficient Feature Matching Xiaoyong Lu Y. Yan Bin Kang Songlin Du 3DPC 57 15 0 02 Mar 2023
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 79 79 0 25 Apr 2022
Efficient Linear Attention for Fast and Accurate Keypoint Matching Suwichaya Suwanwimolkul S. Komorita 3DPC 3DV 64 11 0 16 Apr 2022
Multi-View Depth Estimation by Fusing Single-View Depth Probability with Multi-View Geometry Gwangbin Bae Ignas Budvytis R. Cipolla 3DV 87 64 0 15 Dec 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
PSViT: Better Vision Transformer via Token Pooling and Attention Sharing Boyu Chen Peixia Li Baopu Li Chuming Li Lei Bai Chen Lin Ming Sun Junjie Yan Wanli Ouyang ViT 111 34 0 07 Aug 2021
LoFTR: Detector-Free Local Feature Matching with Transformers Jiaming Sun Zehong Shen Yuang Wang Hujun Bao Xiaowei Zhou ViT 99 1,182 0 01 Apr 2021
Progressive Correspondence Pruning by Consensus Learning Chen Zhao Yixiao Ge Feng Zhu Rui Zhao Hongsheng Li Mathieu Salzmann 67 68 0 03 Jan 2021
Learnable Motion Coherence for Correspondence Pruning Yuan Liu Lingjie Liu Chu-Hsing Lin Zhen Dong Wenping Wang 3DV 79 48 0 30 Nov 2020
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 667 41,369 0 22 Oct 2020
Efficient Transformers: A Survey Yi Tay Mostafa Dehghani Dara Bahri Donald Metzler VLM 159 1,124 0 14 Sep 2020
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention Angelos Katharopoulos Apoorv Vyas Nikolaos Pappas Franccois Fleuret 201 1,771 0 29 Jun 2020
Linformer: Self-Attention with Linear Complexity Sinong Wang Belinda Z. Li Madian Khabsa Han Fang Hao Ma 216 1,713 0 08 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 424 13,094 0 26 May 2020
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation Huiyu Wang Yukun Zhu Bradley Green Hartwig Adam Alan Yuille Liang-Chieh Chen 3DPC 124 673 0 17 Mar 2020
Sparse Sinkhorn Attention Yi Tay Dara Bahri Liu Yang Donald Metzler Da-Cheng Juan 88 342 0 26 Feb 2020
Reformer: The Efficient Transformer Nikita Kitaev Lukasz Kaiser Anselm Levskaya VLM 199 2,327 0 13 Jan 2020
MAGSAC++, a fast, reliable and accurate robust estimator Dániel Baráth Jana Noskova Maksym Ivashechkin Jirí Matas 61 249 0 11 Dec 2019
SuperGlue: Learning Feature Matching with Graph Neural Networks Paul-Edouard Sarlin Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC OffRL 124 1,947 0 26 Nov 2019
An Evaluation of Feature Matchers for Fundamental Matrix Estimation Jiawang Bian Yu-Huan Wu Ji Zhao Yun-Hai Liu Le Zhang Ming-Ming Cheng Ian Reid 3DV 38 72 0 26 Aug 2019
Learning Two-View Correspondences and Geometry Using Order-Aware Network Jiahui Zhang Dawei Sun Zixin Luo Anbang Yao Lei Zhou Tianwei Shen Yurong Chen Long Quan Hongen Liao 3DPC 73 311 0 14 Aug 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 56 688 0 09 May 2019
Learning Combinatorial Embedding Networks for Deep Graph Matching Runzhong Wang Junchi Yan Xiaokang Yang 48 238 0 01 Apr 2019
From Coarse to Fine: Robust Hierarchical Localization at Large Scale Paul-Edouard Sarlin Cesar Cadena Roland Siegwart Marcin Dymczyk 3DV 47 875 0 09 Dec 2018
Matchable Image Retrieval by Learning from Surface Reconstruction Tianwei Shen Zixin Luo Lei Zhou Runze Zhang Siyu Zhu Tian Fang Long Quan 3DV 74 50 0 26 Nov 2018
Hierarchical Graph Representation Learning with Differentiable Pooling Rex Ying Jiaxuan You Christopher Morris Xiang Ren William L. Hamilton J. Leskovec GNN 297 2,154 0 22 Jun 2018
SuperPoint: Self-Supervised Interest Point Detection and Description Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC 140 2,471 0 20 Dec 2017
Learning to Find Good Correspondences K. M. Yi Eduard Trulls Y. Ono Vincent Lepetit Mathieu Salzmann Pascal Fua 3DV 67 480 0 16 Nov 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 479 20,225 0 30 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 728 132,199 0 12 Jun 2017
Graph-Cut RANSAC Dániel Baráth Jirí Matas 55 323 0 03 Jun 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 493 14,353 0 02 Dec 2016
ORB-SLAM: a Versatile and Accurate Monocular SLAM System Raul Mur-Artal José M.M. Montiel Juan D. Tardós 125 6,409 0 03 Feb 2015
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 215 4,277 0 04 Jun 2013