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LF-Net: Learning Local Features from Images

24 May 2018

Papers citing "LF-Net: Learning Local Features from Images"

50 / 230 papers shown

Title
Self-supervised Interest Point Detection and Description for Fisheye and Perspective Images Marcela Mera-Trujillo Shivang Patel Yu Gu Gianfranco Doretto 3DPC 205 21 0 02 Jun 2023
Pentagon-Match (PMatch): Identification of View-Invariant Planar Feature for Local Feature Matching-Based Homography EstimationIEEE Access (IEEE Access), 2023 Yueh-Cheng Huang Chen-Tao Hsu Jen-Hui Chuang 3DV 134 0 0 27 May 2023
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic CorrespondenceNeural Information Processing Systems (NeurIPS), 2023 Junyi Zhang Charles Herrmann Junhwa Hur Luisa Polania Cabrera Varun Jampani Deqing Sun Ming-Hsuan Yang DiffM 354 283 0 24 May 2023
Hierarchical Visual Localization Based on Sparse Feature Pyramid for Adaptive Reduction of Keypoint Map SizeIEEE Vehicular Technology Conference (VTC), 2023 Andrei Potapov Mikhail Kurenkov Pavel A. Karpyshev E. Yudin A. Savinykh Evgeny Kruzhkov Dzmitry Tsetserukou 117 0 0 08 May 2023
Second-order Anisotropic Gaussian Directional Derivative Filters for Blob Detection Jie Ren W. Yu Jiapan Guo Weichuan Zhang Changming Sun 69 2 0 30 Apr 2023
SFD2: Semantic-guided Feature Detection and DescriptionComputer Vision and Pattern Recognition (CVPR), 2023 Fei Xue Ignas Budvytis R. Cipolla 333 58 0 28 Apr 2023
ALIKED: A Lighter Keypoint and Descriptor Extraction Network via Deformable TransformationIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2023 Xiaoming Zhao Xingming Wu Weihai Chen Peter C. Y. Chen Qingsong Xu Zhengguo Li 189 124 0 07 Apr 2023
Enhancing Deformable Local Features by Jointly Learning to Detect and Describe KeypointsComputer Vision and Pattern Recognition (CVPR), 2023 Guilherme A. Potje Felipe Cadar A. Araújo Renato Martins Erickson R. Nascimento 133 18 0 02 Apr 2023
PMatch: Paired Masked Image Modeling for Dense Geometric MatchingComputer Vision and Pattern Recognition (CVPR), 2023 Shengjie Zhu Xiaoming Liu 256 36 0 30 Mar 2023
Structured Epipolar Matcher for Local Feature Matching Jiahao Chang Jiahuan Yu Tianzhu Zhang 298 10 0 29 Mar 2023
Adaptive Spot-Guided Transformer for Consistent Local Feature MatchingComputer Vision and Pattern Recognition (CVPR), 2023 Jiahuan Yu Jiahao Chang Jianfeng He Tianzhu Zhang Feng Wu 318 37 0 29 Mar 2023
Learning Second-Order Attentive Context for Efficient Correspondence PruningAAAI Conference on Artificial Intelligence (AAAI), 2023 Xinyi Ye Weiyue Zhao Hao Lu Zhiguo Cao 125 12 0 28 Mar 2023
Learning Rotation-Equivariant Features for Visual CorrespondenceComputer Vision and Pattern Recognition (CVPR), 2023 Jongmin Lee Byung-soo Kim Seungwook Kim Minsu Cho SSL 186 36 0 25 Mar 2023
Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable StyleComputer Vision and Pattern Recognition (CVPR), 2023 Fengyin Lin Mingkang Li Da Li Timothy M. Hospedales Yi-Zhe Song Yonggang Qi 310 47 0 25 Mar 2023
LFM-3D: Learnable Feature Matching Across Wide Baselines Using 3D SignalsInternational Conference on 3D Vision (3DV), 2023 Arjun Karpur Guilherme Perrotta Ricardo Martín Brualla Howard Zhou A. Araújo 3DV 276 6 0 22 Mar 2023
PRISE: Demystifying Deep Lucas-Kanade with Strongly Star-Convex Constraints for Multimodel Image AlignmentComputer Vision and Pattern Recognition (CVPR), 2023 Yiqing Zhang Xinming Huang Ziming Zhang 157 9 0 21 Mar 2023
Corner Detection Based on Multi-directional Gabor Filters with Multi-scales Huaqing Wang Junfeng Jing Ning Li Weichuan Zhang Chao Liu 62 0 0 08 Mar 2023
ParaFormer: Parallel Attention Transformer for Efficient Feature MatchingAAAI Conference on Artificial Intelligence (AAAI), 2023 Xiaoyong Lu Y. Yan Bin Kang Songlin Du 3DPC 168 20 0 02 Mar 2023
Local Feature Extraction from Salient Regions by Feature Map TransformationBritish Machine Vision Conference (BMVC), 2023 Yerim Jung Nur Suriza Syazwany Sang-Chul Lee 3DV 173 2 0 25 Jan 2023
SuperGF: Unifying Local and Global Features for Visual Localization Wen-Guan Song Ran Yan Boshu Lei Takayuki Okatani ViT 153 1 0 23 Dec 2022
Shared Coupling-bridge for Weakly Supervised Local Feature LearningIEEE transactions on multimedia (IEEE TMM), 2022 Jiayu Sun Jie Zhu Luping Ji 209 7 0 14 Dec 2022
DDM-NET: End-to-end learning of keypoint feature Detection, Description and Matching for 3D localization Xiangyu Xu Li Guan Enrique Dunn Haoxiang Li Guang Hua 3DPC 3DV 246 2 0 08 Dec 2022
Self-Supervised Feature Learning for Long-Term Metric Visual LocalizationIEEE Robotics and Automation Letters (RA-L), 2022 Yuxuan Chen Timothy D. Barfoot SSL 132 13 0 30 Nov 2022
FeatureBooster: Boosting Feature Descriptors with a Lightweight Neural NetworkComputer Vision and Pattern Recognition (CVPR), 2022 Xinjiang Wang Zeyu Liu Yu Hu Wei Xi Wenxian Yu Danping Zou 216 33 0 28 Nov 2022
BALF: Simple and Efficient Blur Aware Local Feature DetectorIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Zhenjun Zhao Yuwei Zhai Ben Chen Peidong Liu 268 22 0 27 Nov 2022
On the Application of Efficient Neural Mapping to Real-Time Indoor Localisation for Unmanned Ground Vehicles Christopher J. Holder Mohamed Bennai 170 0 0 09 Nov 2022
TAP-Vid: A Benchmark for Tracking Any Point in a VideoNeural Information Processing Systems (NeurIPS), 2022 Carl Doersch Ankush Gupta L. Markeeva Adrià Recasens Lucas Smaira Y. Aytar João Carreira Andrew Zisserman Yezhou Yang 350 243 0 07 Nov 2022
Entropy-driven Unsupervised Keypoint Representation Learning in VideosInternational Conference on Machine Learning (ICML), 2022 A. Younes Simone Schaub-Meyer Georgia Chalvatzaki SSL 328 0 0 30 Sep 2022
DRKF: Distilled Rotated Kernel Fusion for Efficient Rotation Invariant Descriptors in Local Feature MatchingIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022 Ranran Huang Jiancheng Cai Chao Li Zhuoyuan Wu Xinmin Liu Z. Chai 142 2 0 22 Sep 2022
HVC-Net: Unifying Homography, Visibility, and Confidence Learning for Planar Object TrackingEuropean Conference on Computer Vision (ECCV), 2022 Haoxian Zhang Yonggen Ling 140 9 0 19 Sep 2022
Integrative Feature and Cost Aggregation with Transformers for Dense Correspondence Sunghwan Hong Seokju Cho Seung Wook Kim Stephen Lin 3DV 353 7 0 19 Sep 2022
Check and Link: Pairwise Lesion Correspondence Guides Mammogram Mass DetectionEuropean Conference on Computer Vision (ECCV), 2022 Zi-Long Zhao Dong Wang Yihong Chen Ziteng Wang Liwei Wang MedIm 227 8 0 13 Sep 2022
MD-Net: Multi-Detector for Local Feature ExtractionInternational Conference on Pattern Recognition (ICPR), 2022 E. Santellani Christian Sormann Mattia Rossi Andreas Kuhn Friedrich Fraundorfer 3DV 220 6 0 10 Aug 2022
AstroVision: Towards Autonomous Feature Detection and Description for Missions to Small Bodies Using Deep LearningActa Astronautica (Acta Astronaut.), 2022 Travis Driver Katherine A. Skinner Mehregan Dor Panagiotis Tsiotras 109 17 0 03 Aug 2022
Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning NetworkInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Aline Sindel B. Hohberger Andreas Maier Vincent Christlein 3DPC MedIm 137 10 0 21 Jul 2022
TopicFM: Robust and Interpretable Topic-Assisted Feature MatchingAAAI Conference on Artificial Intelligence (AAAI), 2022 Khang Truong Giang Soohwan Song Sung-Guk Jo 362 56 0 01 Jul 2022
TUSK: Task-Agnostic Unsupervised KeypointsNeural Information Processing Systems (NeurIPS), 2022 Yuhe Jin Weiwei Sun J. Hosang Eduard Trulls K. M. Yi 171 6 0 16 Jun 2022
Virtual Correspondence: Humans as a Cue for Extreme-View GeometryComputer Vision and Pattern Recognition (CVPR), 2022 Wei-Chiu Ma A. Yang Shenlong Wang R. Urtasun Antonio Torralba 219 29 0 16 Jun 2022
Self-Supervised Learning of Image Scale and OrientationBritish Machine Vision Conference (BMVC), 2022 Jongmin Lee Yoonwoo Jeong Minsu Cho SSL 199 17 0 15 Jun 2022
Registering Image Volumes using 3D SIFT and Discrete SP-Symmetry L. Chauvin W. Wells Matthew Toews 96 1 0 30 May 2022
End2End Multi-View Feature Matching with Differentiable Pose OptimizationIEEE International Conference on Computer Vision (ICCV), 2022 Barbara Roessle Matthias Nießner 3DV 246 28 0 03 May 2022
Gleo-Det: Deep Convolution Feature-Guided Detector with Local Entropy Optimization for Salient Points Chao Li Yanan You Wenli Zhou 88 1 0 27 Apr 2022
ClusterGNN: Cluster-based Coarse-to-Fine Graph Neural Network for Efficient Feature MatchingComputer Vision and Pattern Recognition (CVPR), 2022 Yanxing Shi Junxiong Cai Yoli Shavit Tai-Jiang Mu Wensen Feng Kai Zhang GNN 296 100 0 25 Apr 2022
Self-Supervised Equivariant Learning for Oriented Keypoint DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Jongmin Lee Byung-soo Kim Minsu Cho 3DPC 234 43 0 19 Apr 2022
Iterative Deep Homography EstimationComputer Vision and Pattern Recognition (CVPR), 2022 Sixi Cao Jianxin Hu Zehua Sheng Hui-Liang Shen 210 72 0 30 Mar 2022
Partially Does It: Towards Scene-Level FG-SBIR with Partial InputComputer Vision and Pattern Recognition (CVPR), 2022 Pinaki Nath Chowdhury A. Bhunia Viswanatha Reddy Gajjala Aneeshan Sain Tao Xiang Yi-Zhe Song 272 26 0 28 Mar 2022
S2-Net: Self-supervision Guided Feature Representation Learning for Cross-Modality Images Shasha Mei SSL 115 5 0 28 Mar 2022
Learning Geodesic-Aware Local Features from RGB-D ImagesComputer Vision and Image Understanding (CVIU), 2022 Guilherme A. Potje Renato Martins Felipe Cadar Erickson R. Nascimento 3DH 188 7 0 22 Mar 2022
MTLDesc: Looking Wider to Describe BetterAAAI Conference on Artificial Intelligence (AAAI), 2022 Changwei Wang Rongtao Xu Yuyang Zhang Shibiao Xu Weiliang Meng Bin Fan Xiaopeng Zhang 137 30 0 14 Mar 2022
SuperPoint features in endoscopy O. L. Barbed F. Chadebecq Javier Morlana José M.M. Montiel Ana C. Murillo 260 10 0 08 Mar 2022