GIFT: Learning Transformation-Invariant Dense Visual Descriptors via Group CNNs

14 November 2019

Zehong Shen

Papers citing "GIFT: Learning Transformation-Invariant Dense Visual Descriptors via Group CNNs"

41 / 41 papers shown

Title
Equivariant Multi-View Networks Carlos Esteves Yinshuang Xu Christine Allen-Blanchette Kostas Daniilidis 3DPC 59 98 0 01 Apr 2019
Equivariant Transformer Networks Kai Sheng Tai Peter Bailis Gregory Valiant ViT 87 71 0 25 Jan 2019
Matchable Image Retrieval by Learning from Surface Reconstruction Tianwei Shen Zixin Luo Lei Zhou Runze Zhang Siyu Zhu Tian Fang Long Quan 3DV 76 50 0 26 Nov 2018
An Improved Learning Framework for Covariant Local Feature Detection Nehal Doiphode Rahul Mitra Shuaib Ahmed Arjun Jain 45 5 0 01 Nov 2018
Large scale evaluation of local image feature detectors on homography datasets Karel Lenc Andrea Vedaldi 60 36 0 20 Jul 2018
GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints Zixin Luo Tianwei Shen Lei Zhou Siyu Zhu Runze Zhang Yao Yao Tian Fang Long Quan 3DV 69 175 0 17 Jul 2018
LF-Net: Learning Local Features from Images Y. Ono Eduard Trulls Pascal Fua K. M. Yi 70 529 0 24 May 2018
Local Descriptors Optimized for Average Precision Kun He Yan Lu Stan Sclaroff 53 196 0 15 Apr 2018
Roto-Translation Covariant Convolutional Networks for Medical Image Analysis Erik J. Bekkers Maxime W. Lafarge M. Veta K. Eppenhof J. Pluim R. Duits MedIm 72 174 0 10 Apr 2018
Spherical CNNs Taco S. Cohen Mario Geiger Jonas Köhler Max Welling 162 907 0 30 Jan 2018
SuperPoint: Self-Supervised Interest Point Detection and Description Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC 140 2,475 0 20 Dec 2017
Learning Steerable Filters for Rotation Equivariant CNNs Maurice Weiler Fred Hamprecht M. Storath 96 388 0 20 Nov 2017
Learning SO(3) Equivariant Representations with Spherical CNNs Carlos Esteves Christine Allen-Blanchette A. Makadia Kostas Daniilidis 107 515 0 17 Nov 2017
Repeatability Is Not Enough: Learning Affine Regions via Discriminability Dmytro Mishkin Filip Radenovic Jirí Matas 75 197 0 17 Nov 2017
Polar Transformer Networks Carlos Esteves Christine Allen-Blanchette Xiaowei Zhou Kostas Daniilidis ViT 64 187 0 06 Sep 2017
Working hard to know your neighbor's margins: Local descriptor learning loss A. Mishchuk Dmytro Mishkin Filip Radenovic Jirí Matas 80 692 0 30 May 2017
HPatches: A benchmark and evaluation of handcrafted and learned local descriptors Vassileios Balntas Karel Lenc Andrea Vedaldi K. Mikolajczyk 106 722 0 19 Apr 2017
Graph-based Isometry Invariant Representation Learning Renata Khasanova P. Frossard 111 55 0 01 Mar 2017
Rotation equivariant vector field networks Diego Marcos Michele Volpi N. Komodakis D. Tuia 66 270 0 29 Dec 2016
Steerable CNNs Taco S. Cohen Max Welling BDL 142 499 0 27 Dec 2016
Harmonic Networks: Deep Translation and Rotation Equivariance Daniel E. Worrall Stephan J. Garbin Daniyar Turmukhambetov Gabriel J. Brostow 126 711 0 14 Dec 2016
AutoScaler: Scale-Attention Networks for Visual Correspondence Shenlong Wang Linjie Luo Ning Zhang Jia Li 48 19 0 17 Nov 2016
Warped Convolutions: Efficient Invariance to Spatial Transformations João F. Henriques Andrea Vedaldi 59 116 0 14 Sep 2016
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 177 3,713 0 27 Jul 2016
Universal Correspondence Network Chris Choy JunYoung Gwak Silvio Savarese Manmohan Chandraker 67 369 0 11 Jun 2016
Learning Covariant Feature Detectors Karel Lenc Andrea Vedaldi ObjD 86 146 0 04 May 2016
LIFT: Learned Invariant Feature Transform K. M. Yi Eduard Trulls Vincent Lepetit Pascal Fua 112 1,211 0 30 Mar 2016
Group Equivariant Convolutional Networks Taco S. Cohen Max Welling BDL 171 1,945 0 24 Feb 2016
Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions B. V. Kumar G. Carneiro Ian Reid SSL 93 312 0 31 Dec 2015
Learning to Assign Orientations to Feature Points K. M. Yi Yannick Verdié Pascal Fua Vincent Lepetit 72 123 0 13 Nov 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 309 7,392 0 05 Jun 2015
Bilinear CNNs for Fine-grained Visual Recognition Tsung-Yu Lin Aruni RoyChowdhury Subhransu Maji 133 1,876 0 29 Apr 2015
Learning to Compare Image Patches via Convolutional Neural Networks Sergey Zagoruyko N. Komodakis SSL 92 1,436 0 14 Apr 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 388 13,145 0 12 Mar 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 465 43,341 0 11 Feb 2015
ORB-SLAM: a Versatile and Accurate Monocular SLAM System Raul Mur-Artal José M.M. Montiel Juan D. Tardós 125 6,409 0 03 Feb 2015
Domain-Size Pooling in Local Descriptors: DSP-SIFT Jingming Dong Stefano Soatto 61 189 0 30 Dec 2014
Hypercolumns for Object Segmentation and Fine-grained Localization Bharath Hariharan Pablo Arbeláez Ross B. Girshick Jitendra Malik SSeg 139 1,595 0 21 Nov 2014
Do Convnets Learn Correspondence? Jonathan Long Ning Zhang Trevor Darrell 86 311 0 04 Nov 2014
Affine Subspace Representation for Feature Description Zhenhua Wang Bin Fan Fuchao Wu 50 30 0 18 Jul 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 424 43,814 0 01 May 2014