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"

27 / 127 papers shown

Title
UR2KiD: Unifying Retrieval, Keypoint Detection, and Keypoint Description without Local Correspondence Supervision Tsun-Yi Yang Duy-Kien Nguyen Huub Heijnen Vassileios Balntas 3DV 38 37 0 20 Jan 2020
SketchDesc: Learning Local Sketch Descriptors for Multi-view Correspondence Deng Yu Lei Li Youyi Zheng Manfred Lau Yi-Zhe Song Chiew-Lan Tai Hongbo Fu 3DPC 35 10 0 16 Jan 2020
Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task Aritra Bhowmik Stefan Gumhold Carsten Rother Eric Brachmann 21 81 0 02 Dec 2019
LCD: Learned Cross-Domain Descriptors for 2D-3D Matching Quang Pham Mikaela Angelina Uy Binh-Son Hua D. Nguyen Gemma Roig Sai-Kit Yeung 3DPC 3DV 21 73 0 21 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 18 72 0 26 Aug 2019
GLAMpoints: Greedily Learned Accurate Match points Prune Truong S. Apostolopoulos Agata Mosinska Samuel Stucky Carlos Ciller Sandro De Zanet 3DPC 21 63 0 19 Aug 2019
Beyond Cartesian Representations for Local Descriptors Patrick Ebel Anastasiia Mishchuk K. M. Yi Pascal Fua Eduard Trulls 20 78 0 15 Aug 2019
Learning Local Feature Descriptor with Motion Attribute for Vision-based Localization Yafei Song D. Zhu Jia Li Yonghong Tian Mingyang Li 19 2 0 03 Aug 2019
Unsupervised Learning Framework of Interest Point Via Properties Optimization Pei Yan Yihua Tan Yuan Xiao Yuan Tai Caizhen Wen 30 2 0 26 Jul 2019
ELF: Embedded Localisation of Features in pre-trained CNN Assia Benbihi M. Geist C´edric Pradalier 19 30 0 07 Jul 2019
RF-Net: An End-to-End Image Matching Network based on Receptive Field Xuelun Shen Cheng-Yu Wang Xin Li Zenglei Yu Jonathan Li Chenglu Wen Ming Cheng Zijian He 3DV 26 93 0 03 Jun 2019
SOSNet: Second Order Similarity Regularization for Local Descriptor Learning Yurun Tian Xin-Yao Yu Bin Fan Fuchao Wu Huub Heijnen Vassileios Balntas 29 326 0 10 Apr 2019
Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters Axel Barroso Laguna Edgar Riba D. Ponsa K. Mikolajczyk 3DPC 13 274 0 01 Apr 2019
DF-SLAM: A Deep-Learning Enhanced Visual SLAM System based on Deep Local Features Rong Kang Jieqi Shi Xueming Li Yang Liu Xiao-Chang Liu 21 43 0 22 Jan 2019
From Coarse to Fine: Robust Hierarchical Localization at Large Scale Paul-Edouard Sarlin Cesar Cadena Roland Siegwart Marcin Dymczyk 3DV 27 864 0 09 Dec 2018
Understanding and Improving Kernel Local Descriptors Arun Mukundan Giorgos Tolias Andrei Bursuc Hervé Jégou Ondřej Chum 22 11 0 27 Nov 2018
Matching Disparate Image Pairs Using Shape-Aware ConvNets Shefali Srivastava A. Chopra Arun C. S. Kumar S. Bhandarkar D. Sharma 17 4 0 24 Nov 2018
DGC-Net: Dense Geometric Correspondence Network Iaroslav Melekhov A. Tiulpin Torsten Sattler Marc Pollefeys Esa Rahtu Arno Solin 21 120 0 19 Oct 2018
MatchBench: An Evaluation of Feature Matchers Jiawang Bian Ruihan Yang Yun-Hai Liu Le Zhang Ming-Ming Cheng Ian Reid Wenhai Wu VLM 11 4 0 07 Aug 2018
Large scale evaluation of local image feature detectors on homography datasets Karel Lenc Andrea Vedaldi 39 35 0 20 Jul 2018
Learning and Matching Multi-View Descriptors for Registration of Point Clouds Lei Zhou Siyu Zhu Zixin Luo Tianwei Shen Runze Zhang Mingmin Zhen Tian Fang Long Quan 3DV 3DPC 27 48 0 16 Jul 2018
LF-Net: Learning Local Features from Images Y. Ono Eduard Trulls Pascal Fua K. M. Yi 19 526 0 24 May 2018
Local Descriptors Optimized for Average Precision Kun He Yan Lu Stan Sclaroff 16 193 0 15 Apr 2018
OATM: Occlusion Aware Template Matching by Consensus Set Maximization Simon Korman Mark B. Milam Stefano Soatto 40 19 0 08 Apr 2018
Hierarchical Metric Learning and Matching for 2D and 3D Geometric Correspondences Mohammed E. Fathy Quoc-Huy Tran M. Zia Paul Vernaza Manmohan Chandraker 3DPC 3DV 16 47 0 20 Mar 2018
SuperPoint: Self-Supervised Interest Point Detection and Description Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC 75 2,400 0 20 Dec 2017
Semantic Visual Localization Johannes L. Schonberger Marc Pollefeys Andreas Geiger Torsten Sattler 47 258 0 15 Dec 2017