Effect of Parameter Optimization on Classical and Learning-based Image Matching Methods

18 August 2021

Papers citing "Effect of Parameter Optimization on Classical and Learning-based Image Matching Methods"

19 / 19 papers shown

Title
DFM: A Performance Baseline for Deep Feature Matching Ufuk Efe K. G. Ince A. Aydin Alatan 53 60 0 14 Jun 2021
LoFTR: Detector-Free Local Feature Matching with Transformers Jiaming Sun Zehong Shen Yuang Wang Hujun Bao Xiaowei Zhou ViT 49 1,158 0 01 Apr 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 33 29 0 15 Mar 2021
Patch2Pix: Epipolar-Guided Pixel-Level Correspondences Qunjie Zhou Torsten Sattler Laura Leal-Taixe 41 193 0 03 Dec 2020
Multi-View Optimization of Local Feature Geometry Mihai Dusmanu Johannes L. Schonberger Marc Pollefeys 68 37 0 18 Mar 2020
Image Matching across Wide Baselines: From Paper to Practice Yuhe Jin Dmytro Mishkin Anastasiia Mishchuk Jirí Matas Pascal Fua K. M. Yi Eduard Trulls 3DV 59 363 0 03 Mar 2020
MAGSAC++, a fast, reliable and accurate robust estimator Dániel Baráth Jana Noskova Maksym Ivashechkin Jirí Matas 25 245 0 11 Dec 2019
SuperGlue: Learning Feature Matching with Graph Neural Networks Paul-Edouard Sarlin Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC OffRL 66 1,907 0 26 Nov 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 28 679 0 09 May 2019
MegaDepth: Learning Single-View Depth Prediction from Internet Photos Zhengqi Li Noah Snavely MDE 3DV 71 1,008 0 02 Apr 2018
Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking Filip Radenovic Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum 36 376 0 29 Mar 2018
SuperPoint: Self-Supervised Interest Point Detection and Description Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC 101 2,424 0 20 Dec 2017
Toward Geometric Deep SLAM Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC 3DGS 34 139 0 24 Jul 2017
HPatches: A benchmark and evaluation of handcrafted and learned local descriptors Vassileios Balntas Karel Lenc Andrea Vedaldi K. Mikolajczyk 72 718 0 19 Apr 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 181 4,001 0 14 Feb 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.2K 192,638 0 10 Dec 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 755 99,991 0 04 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 212 43,290 0 01 May 2014
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 107 4,210 0 04 Jun 2013