Descriptor Matching with Convolutional Neural Networks: a Comparison to SIFT

22 May 2014

Alexey Dosovitskiy

Thomas Brox

Papers citing "Descriptor Matching with Convolutional Neural Networks: a Comparison to SIFT"

29 / 29 papers shown

Title
Neural Congealing: Aligning Images to a Joint Semantic Atlas Dolev Ofri-Amar Michal Geyer Yoni Kasten Tali Dekel 26 20 0 08 Feb 2023
Matching Underwater Sonar Images by the Learned Descriptor Based on Style Transfer Method Xiaoteng Zhou Changli Yu Xin Yuan Citong Luo 20 3 0 27 Aug 2021
Fine-Grained Texture Identification for Reliable Product Traceability Junsong Wang Yubo Li Zhiyong Chang Haitao Yue Yonghua Lin 11 2 0 23 Apr 2021
Investigating the Vision Transformer Model for Image Retrieval Tasks S. Gkelios Y. Boutalis S. Chatzichristofis VLM ViT 26 30 0 11 Jan 2021
DXSLAM: A Robust and Efficient Visual SLAM System with Deep Features Dongjiang Li Xuesong Shi Qiwei Long Shenghui Liu Wei Yang Fangshi Wang Qi Wei Fei Qiao 32 112 0 12 Aug 2020
End-to-End Face Parsing via Interlinked Convolutional Neural Networks Zi Yin Valentin Yiu Xiaolin Hu L. Tang 3DH 3DV CVBM 18 28 0 12 Feb 2020
GLAMpoints: Greedily Learned Accurate Match points Prune Truong S. Apostolopoulos Agata Mosinska Samuel Stucky Carlos Ciller Sandro De Zanet 3DPC 13 63 0 19 Aug 2019
ELF: Embedded Localisation of Features in pre-trained CNN Assia Benbihi M. Geist C´edric Pradalier 19 30 0 07 Jul 2019
Automatic Thresholding of SIFT Descriptors Younhun Kim 16 6 0 07 Nov 2018
Large scale evaluation of local image feature detectors on homography datasets Karel Lenc Andrea Vedaldi 31 35 0 20 Jul 2018
Structure-from-Motion using Dense CNN Features with Keypoint Relocalization Aji Resindra Widya Akihiko Torii Masatoshi Okutomi 3DV 14 41 0 10 May 2018
Local Descriptors Optimized for Average Precision Kun He Yan Lu Stan Sclaroff 16 193 0 15 Apr 2018
Generic 3D Representation via Pose Estimation and Matching Amir Zamir T. Wekel Pulkit Agrawal Colin Wei Jitendra Malik Silvio Savarese 3DV 15 94 0 23 Oct 2017
HPatches: A benchmark and evaluation of handcrafted and learned local descriptors Vassileios Balntas Karel Lenc Andrea Vedaldi K. Mikolajczyk 28 712 0 19 Apr 2017
FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence Seungryong Kim Dongbo Min Bumsub Ham Sangryul Jeon Stephen Lin Kwanghoon Sohn 26 130 0 03 Feb 2017
DASC: Robust Dense Descriptor for Multi-modal and Multi-spectral Correspondence Estimation Seungryong Kim Dongbo Min Bumsub Ham Minh Do Kwanghoon Sohn 24 44 0 27 Apr 2016
Convolutional Patch Representations for Image Retrieval: an Unsupervised Approach Mattis Paulin Julien Mairal Matthijs Douze Zaïd Harchaoui Florent Perronnin Cordelia Schmid SSL 20 65 0 01 Mar 2016
What is Holding Back Convnets for Detection? Bojan Pepik Rodrigo Benenson Tobias Ritschel Bernt Schiele ObjD 24 64 0 12 Aug 2015
Learning to See by Moving Pulkit Agrawal João Carreira Jitendra Malik SSL 34 552 0 07 May 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 21 4,147 0 26 Apr 2015
Learning to Compare Image Patches via Convolutional Neural Networks Sergey Zagoruyko N. Komodakis SSL 19 1,434 0 14 Apr 2015
Taking a Deeper Look at Pedestrians J. Hosang Mohamed Omran Rodrigo Benenson Bernt Schiele 28 350 0 23 Jan 2015
Domain-Size Pooling in Local Descriptors: DSP-SIFT Jingming Dong Stefano Soatto 21 190 0 30 Dec 2014
Visual Scene Representations: Contrast, Scaling and Occlusion Stefano Soatto Jingming Dong Nikolaos Karianakis 35 5 0 20 Dec 2014
Visual Representations: Defining Properties and Deep Approximations Stefano Soatto A. Chiuso FAtt 34 17 0 27 Nov 2014
Persistent Evidence of Local Image Properties in Generic ConvNets A. Razavian Hossein Azizpour A. Maki Josephine Sullivan Carl Henrik Ek S. Carlsson SSL 26 6 0 24 Nov 2014
Convolutional Neural Network-based Place Recognition Zetao Chen Obadiah Lam A. Jacobson Michael Milford 26 263 0 06 Nov 2014
Do Convnets Learn Correspondence? Jonathan Long Ning Zhang Trevor Darrell 17 311 0 04 Nov 2014
LSDA: Large Scale Detection Through Adaptation Judy Hoffman S. Guadarrama Eric Tzeng Ronghang Hu Jeff Donahue Ross B. Girshick Trevor Darrell Kate Saenko ObjD 39 335 0 18 Jul 2014