ClusterGNN: Cluster-based Coarse-to-Fine Graph Neural Network for Efficient Feature Matching

25 April 2022

Kai Zhang

Papers citing "ClusterGNN: Cluster-based Coarse-to-Fine Graph Neural Network for Efficient Feature Matching"

44 / 44 papers shown

Title
CoMatch: Dynamic Covisibility-Aware Transformer for Bilateral Subpixel-Level Semi-Dense Image Matching Zizhuo Li Yifan Lu Linfeng Tang S. Zhang Jiayi Ma 50 1 0 31 Mar 2025
Towards Efficient Training of Graph Neural Networks: A Multiscale Approach Eshed Gal Moshe Eliasof Carola-Bibiane Schönlieb Eldad Haber Eran Treister GNN AI4CE 60 0 0 25 Mar 2025
Dynamic Point Maps: A Versatile Representation for Dynamic 3D Reconstruction Edgar Sucar Zihang Lai Eldar Insafutdinov Andrea Vedaldi 46 0 0 20 Mar 2025
VGGT: Visual Geometry Grounded Transformer Jianyuan Wang Minghao Chen Nikita Karaev Andrea Vedaldi Christian Rupprecht David Novotny ViT 48 6 0 14 Mar 2025
EDM: Efficient Deep Feature Matching Xi Li Tong Rao Cihui Pan 39 0 0 07 Mar 2025
JamMa: Ultra-lightweight Local Feature Matching with Joint Mamba Xiaoyong Lu Songlin Du Mamba 68 0 0 05 Mar 2025
A2-GNN: Angle-Annular GNN for Visual Descriptor-free Camera Relocalization Yejun Zhang Shuzhe Wang Juho Kannala 39 1 0 27 Feb 2025
MatchAnything: Universal Cross-Modality Image Matching with Large-Scale Pre-Training Xingyi He He Hao Yu Sida Peng Dongli Tan Zehong Shen Hujun Bao Xiaowei Zhou 41 4 0 13 Jan 2025
IMPaCT GNN: Imposing invariance with Message Passing in Chronological split Temporal Graphs Sejun Park Joo Young Park Hyunwoo Park AI4CE OOD 29 0 0 17 Nov 2024
Affine steerers for structured keypoint description Georg Bökman Johan Edstedt Michael Felsberg Fredrik Kahl LLMSV 29 2 0 26 Aug 2024
PRISM: PRogressive dependency maxImization for Scale-invariant image Matching Xudong Cai Yongcai Wang Lun Luo Minhang Wang Deying Li Jintao Xu Weihao Gu Rui Ai 38 3 0 07 Aug 2024
Differentiable Product Quantization for Memory Efficient Camera Relocalization Zakaria Laskar Iaroslav Melekhov Assia Benbihi Shuzhe Wang Juho Kannala 53 2 0 22 Jul 2024
3D Geometric Shape Assembly via Efficient Point Cloud Matching Nahyuk Lee Juhong Min Junha Lee Seungwook Kim Kanghee Lee Jaesik Park Minsu Cho 28 4 0 15 Jul 2024
SRPose: Two-view Relative Pose Estimation with Sparse Keypoints Rui Yin Yulun Zhang Zherong Pan Jianjun Zhu Cheng Wang Biao Jia 29 1 0 11 Jul 2024
Raising the Ceiling: Conflict-Free Local Feature Matching with Dynamic View Switching Xiaoyong Lu Songlin Du 3DV 27 2 0 10 Jul 2024
DeDoDe v2: Analyzing and Improving the DeDoDe Keypoint Detector Johan Edstedt Georg Bökman Zhenjun Zhao 27 10 0 13 Apr 2024
PRAM: Place Recognition Anywhere Model for Efficient Visual Localization Fei Xue Ignas Budvytis Roberto Cipolla 47 0 0 11 Apr 2024
HCPM: Hierarchical Candidates Pruning for Efficient Detector-Free Matching Ying Chen Yong-Jin Liu Kai Wu Qiang Nie Shang Xu Huifang Ma Bing Wang Chengjie Wang VLM 33 1 0 19 Mar 2024
Efficient LoFTR: Semi-Dense Local Feature Matching with Sparse-Like Speed Yifan Wang Xingyi He He Sida Peng Dongli Tan Xiaowei Zhou 3DV 28 41 0 07 Mar 2024
Learning Intra-view and Cross-view Geometric Knowledge for Stereo Matching Rui Gong Weide Liu Zaiwang Gu Xulei Yang Jun Cheng 3DV 15 9 0 29 Feb 2024
Local Feature Matching Using Deep Learning: A Survey Shibiao Xu Shunpeng Chen Rongtao Xu Changwei Wang Peng Lu Li Guo ObjD 24 32 0 31 Jan 2024
SCENES: Subpixel Correspondence Estimation With Epipolar Supervision Dominik A. Kloepfer João F. Henriques Dylan Campbell 3DPC 33 1 0 19 Jan 2024
ResMatch: Residual Attention Learning for Local Feature Matching Yu-Chih Deng Jiayi Ma 3DPC 11 1 0 11 Jul 2023
Learning Feature Matching via Matchable Keypoint-Assisted Graph Neural Network Zizhuo Li Jiayi Ma 27 2 0 04 Jul 2023
TopicFM+: Boosting Accuracy and Efficiency of Topic-Assisted Feature Matching Khang Truong Giang Soohwan Song Sung-Guk Jo 16 3 0 02 Jul 2023
LightGlue: Local Feature Matching at Light Speed Philipp Lindenberger Paul-Edouard Sarlin Marc Pollefeys 3DV VLM 14 392 0 23 Jun 2023
DGC-GNN: Leveraging Geometry and Color Cues for Visual Descriptor-Free 2D-3D Matching Shuzhe Wang Juho Kannala Dániel Baráth 3DV 32 7 0 21 Jun 2023
Learning Probabilistic Coordinate Fields for Robust Correspondences Weiyue Zhao Hao Lu Xinyi Ye Zhiguo Cao Xin Li 25 6 0 07 Jun 2023
A2B: Anchor to Barycentric Coordinate for Robust Correspondence Weiyue Zhao Hao Lu Zhiguo Cao Xin Li 24 4 0 05 Jun 2023
SFD2: Semantic-guided Feature Detection and Description Fei Xue Ignas Budvytis R. Cipolla 29 32 0 28 Apr 2023
IMP: Iterative Matching and Pose Estimation with Adaptive Pooling Fei Xue Ignas Budvytis R. Cipolla 31 13 0 28 Apr 2023
GlueStick: Robust Image Matching by Sticking Points and Lines Together Rémi Pautrat Iago Suárez Yifan Yu Marc Pollefeys Viktor Larsson 3DV 24 56 0 04 Apr 2023
LFM-3D: Learnable Feature Matching Across Wide Baselines Using 3D Signals Arjun Karpur Guilherme Perrotta Ricardo Martín Brualla Howard Zhou A. Araújo 3DV 18 4 0 22 Mar 2023
Learning Accurate Template Matching with Differentiable Coarse-to-Fine Correspondence Refinement Zhirui Gao Renjiao Yi Zheng Qin Yunfan Ye Chenyang Zhu Kaiping Xu 16 7 0 15 Mar 2023
Improving Transformer-based Image Matching by Cascaded Capturing Spatially Informative Keypoints Chenjie Cao Yanwei Fu ViT 23 9 0 06 Mar 2023
OAMatcher: An Overlapping Areas-based Network for Accurate Local Feature Matching Kun Dai Tao Xie K. Wang Zhiqiang Jiang Ruifeng Li Lijun Zhao 22 14 0 12 Feb 2023
DeepMatcher: A Deep Transformer-based Network for Robust and Accurate Local Feature Matching Tao Xie Kun Dai K. Wang Ruifeng Li Lijun Zhao ViT 22 44 0 08 Jan 2023
CyberLoc: Towards Accurate Long-term Visual Localization Liu Liu Yukai Lin Xiao Liang Qichao Xu Miao Jia Yangdong Liu Yuxiang Wen Wei Luo Jiangwei Li 14 1 0 06 Jan 2023
Autonomous Apple Fruitlet Sizing and Growth Rate Tracking using Computer Vision Harry Freeman Mohamad Qadri Abhisesh Silwal Paul O'Connor Zachary B. Rubinstein D. Cooley George Kantor 11 3 0 03 Dec 2022
Improving Feature-based Visual Localization by Geometry-Aided Matching Hailin Yu Youji Feng Weicai Ye Min Jiang Hujun Bao Guofeng Zhang 25 9 0 16 Nov 2022
TopicFM: Robust and Interpretable Topic-Assisted Feature Matching Khang Truong Giang Soohwan Song Sung-Guk Jo 19 36 0 01 Jul 2022
MatchFormer: Interleaving Attention in Transformers for Feature Matching Qing Wang Jiaming Zhang Kailun Yang Kunyu Peng Rainer Stiefelhagen ViT 31 141 0 17 Mar 2022
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks Zhiqian Chen Fanglan Chen Lei Zhang Taoran Ji Kaiqun Fu Liang Zhao Feng Chen Lingfei Wu Charu C. Aggarwal Chang-Tien Lu 34 17 0 21 Jul 2021
Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 238 578 0 12 Mar 2020