Learning to Compare Image Patches via Convolutional Neural Networks

14 April 2015

Papers citing "Learning to Compare Image Patches via Convolutional Neural Networks"

50 / 198 papers shown

Title
Deep Active Learning in Remote Sensing for data efficient Change Detection Vít Ruzicka Stefano Dáronco Jan Dirk Wegner Konrad Schindler 44 29 0 25 Aug 2020
Domain Adaptation of Learned Features for Visual Localization Sungyong Baik Hyo Jin Kim Tianwei Shen Eddy Ilg Kyoung Mu Lee Chris Sweeney OOD 30 6 0 21 Aug 2020
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
MessyTable: Instance Association in Multiple Camera Views Zhongang Cai Junzhe Zhang Daxuan Ren Cunjun Yu Haiyu Zhao Shuai Yi C. Yeo Chen Change Loy VOS 21 15 0 29 Jul 2020
A Hybrid Approach to Audio-to-Score Alignment Ruchit Agrawal S. Dixon 17 5 0 28 Jul 2020
HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching V. Tankovich Christian Häne Yinda Zhang Shahram Izadi S. Fanello Sofien Bouaziz 3DV 18 229 0 23 Jul 2020
EPI-based Oriented Relation Networks for Light Field Depth Estimation Kunyuan Li Jun Zhang Rui Sun Xudong Zhang Jun Gao MDE 36 22 0 09 Jul 2020
DISK: Learning local features with policy gradient M. Tyszkiewicz Pascal Fua Eduard Trulls OffRL 44 363 0 24 Jun 2020
Smooth Proxy-Anchor Loss for Noisy Metric Learning Carlos Roig David Varas Issey Masuda J. C. Riveiro Elisenda Bou NoLa 19 3 0 09 Jun 2020
Efficient Neighbourhood Consensus Networks via Submanifold Sparse Convolutions Ignacio Rocco Relja Arandjelović Josef Sivic 38 170 0 22 Apr 2020
Optical Flow Estimation in the Deep Learning Age Junhwa Hur Stefan Roth 14 33 0 06 Apr 2020
Deep Semantic Matching with Foreground Detection and Cycle-Consistency Yun-Chun Chen Po-Hsiang Huang Li-Yu Yu Jia-Bin Huang Ming-Hsuan Yang Yen-Yu Lin 30 26 0 31 Mar 2020
FADNet: A Fast and Accurate Network for Disparity Estimation Qiang-qiang Wang Shaoshuai Shi Shi-gang Zheng Kaiyong Zhao Xiaowen Chu 3DPC 27 79 0 24 Mar 2020
Review of data analysis in vision inspection of power lines with an in-depth discussion of deep learning technology Xinyu Liu Xiren Miao Hao Jiang Jia Chen 25 11 0 22 Mar 2020
Multi-View Optimization of Local Feature Geometry Mihai Dusmanu Johannes L. Schonberger Marc Pollefeys 47 37 0 18 Mar 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan Jan van Gemert 213 233 0 16 Mar 2020
A-TVSNet: Aggregated Two-View Stereo Network for Multi-View Stereo Depth Estimation Sizhang Dai Weibing Huang 30 2 0 02 Mar 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 117 135 0 09 Feb 2020
A Two-Stream Symmetric Network with Bidirectional Ensemble for Aerial Image Matching Jae-Hyun Park Woo-Jeoung Nam Seong-Whan Lee 35 32 0 04 Feb 2020
Learning a distance function with a Siamese network to localize anomalies in videos B. Ramachandra Michael Jeffrey Jones Ranga Raju Vatsavai 19 78 0 24 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 37 10 0 16 Jan 2020
SketchZooms: Deep multi-view descriptors for matching line drawings Pablo Navarro J. Orlando C. Delrieux Emmanuel Iarussi 3DPC 27 5 0 29 Nov 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
Robust Lane Marking Detection Algorithm Using Drivable Area Segmentation and Extended SLT U. Ozgunalp Rui Fan Shanshan Cheng Yuxiang Sun Weixun Zuo Yilong Zhu Bohuan Xue Linwei Zheng Qing Liang Ming Liu 9 3 0 20 Nov 2019
Vehicle-Rear: A New Dataset to Explore Feature Fusion for Vehicle Identification Using Convolutional Neural Networks I. O. D. Oliveira Rayson Laroca David Menotti K. Fonseca Rodrigo Minetto 36 23 0 13 Nov 2019
Streaming Networks: Enable A Robust Classification of Noise-Corrupted Images Junbao Zhou Fumihiko Takahashi 19 3 0 23 Oct 2019
Siamese Neural Networks for Wireless Positioning and Channel Charting Eric Lei Oscar Castañeda O. Tirkkonen Tom Goldstein Christoph Studer 27 43 0 29 Sep 2019
DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch Shivam Duggal Shenlong Wang Wei-Chiu Ma Rui Hu R. Urtasun 3DV 22 251 0 12 Sep 2019
A Multiple Source Hourglass Deep Network for Multi-Focus Image Fusion F. Guerrero-Peña Pedro Diamel Marrero Fernández Ing Ren Tsang Germano C. Vasconcelos Alexandre Cunha 3DH 14 3 0 28 Aug 2019
RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution Wenlong Zhang Yihao Liu Chao Dong Yu Qiao GAN 30 349 0 18 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
Physical Cue based Depth-Sensing by Color Coding with Deaberration Network Nao Mishima Tatsuo Kozakaya Akihisa Moriya R. Okada S. Hiura 3DV 26 3 0 01 Aug 2019
ELF: Embedded Localisation of Features in pre-trained CNN Assia Benbihi M. Geist C´edric Pradalier 19 30 0 07 Jul 2019
Benchmarking unsupervised near-duplicate image detection Lia Morra Fabrizio Lamberti AAML 26 30 0 03 Jul 2019
Divide and Conquer the Embedding Space for Metric Learning A. Sanakoyeu Vadim Tschernezki U. Büchler Bjorn Ommer SSL 32 107 0 14 Jun 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
Deep Neural Networks for Marine Debris Detection in Sonar Images Matias Valdenegro-Toro 27 25 0 13 May 2019
SCOPS: Self-Supervised Co-Part Segmentation Wei-Chih Hung Varun Jampani Sifei Liu Pavlo Molchanov Ming-Hsuan Yang Jan Kautz 30 139 0 03 May 2019
Graph Matching Networks for Learning the Similarity of Graph Structured Objects Yujia Li Chenjie Gu T. Dullien Oriol Vinyals Pushmeet Kohli 66 517 0 29 Apr 2019
2D3D-MatchNet: Learning to Match Keypoints Across 2D Image and 3D Point Cloud Mengdan Feng Sixing Hu M. Ang Gim Hee Lee 3DPC 3DV 15 119 0 22 Apr 2019
Deep Metric Learning Beyond Binary Supervision Sungyeon Kim Minkyo Seo Ivan Laptev Minsu Cho Suha Kwak SSL 20 94 0 21 Apr 2019
A Differential Approach for Gaze Estimation Gang Liu Yu Yu Kenneth Alberto Funes Mora J. Odobez 28 109 0 20 Apr 2019
A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning Thanh-Toan Do Toan M. Tran Ian Reid B. V. Kumar Tuan Hoang G. Carneiro 28 66 0 18 Apr 2019
SOSNet: Second Order Similarity Regularization for Local Descriptor Learning Yurun Tian Xin-Yao Yu Bin Fan Fuchao Wu Huub Heijnen Vassileios Balntas 29 327 0 10 Apr 2019
SDC - Stacked Dilated Convolution: A Unified Descriptor Network for Dense Matching Tasks René Schuster Oliver Wasenmüller C. Unger D. Stricker MDE 24 50 0 05 Apr 2019
Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters Axel Barroso Laguna Edgar Riba D. Ponsa K. Mikolajczyk 3DPC 21 274 0 01 Apr 2019
Boundary Aware Multi-Focus Image Fusion Using Deep Neural Network Haoyu Ma Juncheng Zhang Shaojun Liu Q. Liao 17 19 0 30 Mar 2019
FrameNet: Learning Local Canonical Frames of 3D Surfaces from a Single RGB Image Jingwei Huang Yichao Zhou Thomas Funkhouser Leonidas J. Guibas 3DV 31 46 0 29 Mar 2019
A Ground-Truth Data Set and a Classification Algorithm for Eye Movements in 360-degree Videos I. Agtzidis Mikhail Startsev M. Dorr 13 45 0 15 Mar 2019
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization Tak-Wai Hui Xiaoou Tang Chen Change Loy 3DPC 34 177 0 15 Mar 2019