HPatches: A benchmark and evaluation of handcrafted and learned local descriptors

19 April 2017

Andrea Vedaldi

Papers citing "HPatches: A benchmark and evaluation of handcrafted and learned local descriptors"

50 / 127 papers shown

Title
Self-Supervised Learning of Image Scale and Orientation Jongmin Lee Yoonwoo Jeong Minsu Cho SSL 36 16 0 15 Jun 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 27 77 0 25 Apr 2022
Self-Supervised Equivariant Learning for Oriented Keypoint Detection Jongmin Lee Byung-soo Kim Minsu Cho 3DPC 37 35 0 19 Apr 2022
Efficient Linear Attention for Fast and Accurate Keypoint Matching Suwichaya Suwanwimolkul S. Komorita 3DPC 3DV 22 11 0 16 Apr 2022
MatchFormer: Interleaving Attention in Transformers for Feature Matching Qing Wang Jiaming Zhang Kailun Yang Kunyu Peng Rainer Stiefelhagen ViT 51 141 0 17 Mar 2022
ZippyPoint: Fast Interest Point Detection, Description, and Matching through Mixed Precision Discretization Menelaos Kanakis S. Maurer Matteo Spallanzani Ajad Chhatkuli Luc Van Gool 3DPC 32 13 0 07 Mar 2022
A Principled Design of Image Representation: Towards Forensic Tasks Shuren Qi Yushu Zhang Chao Wang Jiantao Zhou Xiaochun Cao 18 17 0 02 Mar 2022
Decoupling Makes Weakly Supervised Local Feature Better Kunhong Li Longguang Wang Li Liu Qing Ran Kai Xu Yulan Guo WSOD 33 46 0 08 Jan 2022
Looking Beyond Corners: Contrastive Learning of Visual Representations for Keypoint Detection and Description Extraction Henrique Siqueira Patrick Ruhkamp Ibrahim Halfaoui Markus Karmann O. Urfalioglu SSL 20 1 0 22 Dec 2021
GPU optimization of the 3D Scale-invariant Feature Transform Algorithm and a Novel BRIEF-inspired 3D Fast Descriptor J. Carluer L. Chauvin Jie Luo W. Wells Ines P. Machado R. Harmouche Matthew Toews 19 2 0 19 Dec 2021
DenseGAP: Graph-Structured Dense Correspondence Learning with Anchor Points Zhengfei Kuang Jiaman Li Mingming He Tong Wang Yajie Zhao 26 16 0 13 Dec 2021
ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor Extraction Xiaoming Zhao Xingming Wu Jinyu Miao Weihai Chen Peter C. Y. Chen Zhengguo Li 3DH 27 113 0 06 Dec 2021
Extracting Deformation-Aware Local Features by Learning to Deform Guilherme A. Potje Renato Martins Felipe Cadar Erickson R. Nascimento 3DH 34 8 0 20 Nov 2021
Digging Into Self-Supervised Learning of Feature Descriptors Iaroslav Melekhov Zakaria Laskar Xiaotian Li Shuzhe Wang Arno Solin SSL 40 8 0 10 Oct 2021
Effect of Parameter Optimization on Classical and Learning-based Image Matching Methods Ufuk Efe K. G. Ince A. Aydin Alatan 39 9 0 18 Aug 2021
Incorporating Learnt Local and Global Embeddings into Monocular Visual SLAM Huaiyang Huang Haoyang Ye Yuxiang Sun Lujia Wang Ming Liu 33 1 0 04 Aug 2021
VSAC: Efficient and Accurate Estimator for H and F Maksym Ivashechkin Dániel Baráth Jirí Matas 21 29 0 18 Jun 2021
SIFT Matching by Context Exposed F. Bellavia 36 35 0 17 Jun 2021
DFM: A Performance Baseline for Deep Feature Matching Ufuk Efe K. G. Ince A. Aydin Alatan 24 60 0 14 Jun 2021
PCNet: A Structure Similarity Enhancement Method for Multispectral and Multimodal Image Registration Siming Cao Beinan Yu L. Luo Shu-Jie Chen Chunguang Li Hui-Liang Shen 26 26 0 09 Jun 2021
Hypercorrelation Squeeze for Few-Shot Segmentation Juhong Min Dahyun Kang Minsu Cho 34 288 0 04 Apr 2021
COTR: Correspondence Transformer for Matching Across Images Wei Jiang Eduard Trulls J. Hosang Andrea Tagliasacchi K. M. Yi ViT 46 259 0 25 Mar 2021
RoRD: Rotation-Robust Descriptors and Orthographic Views for Local Feature Matching Udit Singh Parihar Aniket Gujarathi K. Mehta Satyajit Tourani Sourav Garg Michael Milford K. M. Krishna 26 29 0 15 Mar 2021
How Privacy-Preserving are Line Clouds? Recovering Scene Details from 3D Lines Kunal Chelani Fredrik Kahl Torsten Sattler 3DPC 32 23 0 08 Mar 2021
P2-Net: Joint Description and Detection of Local Features for Pixel and Point Matching Bing Wang Changhao Chen Zhaopeng Cui Jie Qin Chris Xiaoxuan Lu ... Peijun Zhao Zhenchao Dong Fan Zhu Niki Trigoni Andrew Markham 3DPC 3DV 39 49 0 01 Mar 2021
FisheyeSuperPoint: Keypoint Detection and Description Network for Fisheye Images Anna Konrad Ciarán Eising Ganesh Sistu J. McDonald Rudi C. Villing S. Yogamani 3DPC 23 11 0 27 Feb 2021
DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature Aggregation Dongfang Liu Yiming Cui Liqi Yan Christos Mousas B. Yang Yingjie Chen 14 125 0 04 Dec 2020
Patch2Pix: Epipolar-Guided Pixel-Level Correspondences Qunjie Zhou Torsten Sattler Laura Leal-Taixe 27 193 0 03 Dec 2020
DUT: Learning Video Stabilization by Simply Watching Unstable Videos Yufei Xu Jing Zhang Stephen J. Maybank Dacheng Tao 25 42 0 30 Nov 2020
Realtime CNN-based Keypoint Detector with Sobel Filter and CNN-based Descriptor Trained with Keypoint Candidates Xun Yuan Ke Hu Song Chen 3DPC 18 3 0 04 Nov 2020
Graphite: GRAPH-Induced feaTure Extraction for Point Cloud Registration Mahdi Saleh Shervin Dehghani Benjamin Busam Nassir Navab Federico Tombari 3DPC 38 14 0 18 Oct 2020
GOCor: Bringing Globally Optimized Correspondence Volumes into Your Neural Network Prune Truong Martin Danelljan Luc Van Gool Radu Timofte 30 76 0 16 Sep 2020
TCDesc: Learning Topology Consistent Descriptors for Image Matching Honghu Pan Fanyang Meng Nana Fan Zhenyu He 21 23 0 13 Sep 2020
Deep Keypoint-Based Camera Pose Estimation with Geometric Constraints You-Yi Jau Rui Zhu Hao Su Manmohan Chandraker 19 49 0 29 Jul 2020
Learning and aggregating deep local descriptors for instance-level recognition Giorgos Tolias Tomás Jenícek Ondvrej Chum FedML 178 100 0 26 Jul 2020
Making Affine Correspondences Work in Camera Geometry Computation Dániel Baráth Michal Polic W. Förstner Torsten Sattler Tomas Pajdla Zuzana Kukelova 30 22 0 20 Jul 2020
On the Comparison of Classic and Deep Keypoint Detector and Descriptor Methods Kristijan Bartol David Bojanić Tomislav Pribanić Tomislav Petković Yago Diez Donoso J. Salvi 19 26 0 20 Jul 2020
Online Invariance Selection for Local Feature Descriptors Rémi Pautrat Viktor Larsson Martin R. Oswald Marc Pollefeys 28 74 0 17 Jul 2020
Co-Attention for Conditioned Image Matching Olivia Wiles Sébastien Ehrhardt Andrew Zisserman VLM 24 13 0 16 Jul 2020
DISK: Learning local features with policy gradient M. Tyszkiewicz Pascal Fua Eduard Trulls OffRL 39 361 0 24 Jun 2020
Privacy-Preserving Image Features via Adversarial Affine Subspace Embeddings Mihai Dusmanu Johannes L. Schonberger Sudipta N. Sinha Marc Pollefeys PICV 49 9 0 11 Jun 2020
SEKD: Self-Evolving Keypoint Detection and Description Yafei Song Lingyi Cai Jia Li Yonghong Tian Mingyang Li 27 28 0 09 Jun 2020
D2D: Keypoint Extraction with Describe to Detect Approach Yurun Tian Vassileios Balntas Tony Ng Axel Barroso Laguna Y. Demiris K. Mikolajczyk 44 59 0 27 May 2020
HDD-Net: Hybrid Detector Descriptor with Mutual Interactive Learning Axel Barroso Laguna Yannick Verdié Benjamin Busam K. Mikolajczyk 27 18 0 12 May 2020
Learning Feature Descriptors using Camera Pose Supervision Qianqian Wang Xiaowei Zhou B. Hariharan Noah Snavely SSL 39 161 0 28 Apr 2020
Efficient Neighbourhood Consensus Networks via Submanifold Sparse Convolutions Ignacio Rocco Relja Arandjelović Josef Sivic 35 170 0 22 Apr 2020
RANSAC-Flow: generic two-stage image alignment Xi Shen Franccois Darmon Alexei A. Efros Mathieu Aubry 27 87 0 03 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 26 287 0 23 Mar 2020
Multi-View Optimization of Local Feature Geometry Mihai Dusmanu Johannes L. Schonberger Marc Pollefeys 47 37 0 18 Mar 2020
SOLAR: Second-Order Loss and Attention for Image Retrieval Tony Ng Vassileios Balntas Yurun Tian K. Mikolajczyk 19 105 0 24 Jan 2020