LF-Net: Learning Local Features from Images

24 May 2018

Papers citing "LF-Net: Learning Local Features from Images"

50 / 221 papers shown

Title
Graphite: GRAPH-Induced feaTure Extraction for Point Cloud Registration Mahdi Saleh Shervin Dehghani Benjamin Busam Nassir Navab Federico Tombari 3DPC 38 14 0 18 Oct 2020
Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features L. Chauvin M. B. Lazreg J. Carluer W. Wells Matthew Toews 25 0 0 08 Oct 2020
IV-SLAM: Introspective Vision for Simultaneous Localization and Mapping Sadegh Rabiee Joydeep Biswas 23 14 0 06 Aug 2020
DynaMiTe: A Dynamic Local Motion Model with Temporal Constraints for Robust Real-Time Feature Matching Patrick Ruhkamp Ruiqi Gong Nassir Navab Benjamin Busam 22 1 0 31 Jul 2020
Deep Keypoint-Based Camera Pose Estimation with Geometric Constraints You-Yi Jau Rui Zhu Hao Su Manmohan Chandraker 19 49 0 29 Jul 2020
On the Comparison of Classic and Deep Keypoint Detector and Descriptor Methods Kristijan Bartol David Bojanić Tomislav Pribanić Tomislav Petković Yago Diez Donoso J. Salvi 22 26 0 20 Jul 2020
Online Invariance Selection for Local Feature Descriptors Rémi Pautrat Viktor Larsson Martin R. Oswald Marc Pollefeys 30 74 0 17 Jul 2020
Co-Attention for Conditioned Image Matching Olivia Wiles Sébastien Ehrhardt Andrew Zisserman VLM 24 13 0 16 Jul 2020
DISK: Learning local features with policy gradient M. Tyszkiewicz Pascal Fua Eduard Trulls OffRL 44 363 0 24 Jun 2020
A Survey on Deep Learning for Localization and Mapping: Towards the Age of Spatial Machine Intelligence Changhao Chen Binghui Wang Chris Xiaoxuan Lu A. Trigoni Andrew Markham 27 134 0 22 Jun 2020
HyNet: Learning Local Descriptor with Hybrid Similarity Measure and Triplet Loss Yurun Tian Axel Barroso Laguna Tony Ng Vassileios Balntas K. Mikolajczyk 30 5 0 17 Jun 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 54 83 0 10 Jun 2020
SEKD: Self-Evolving Keypoint Detection and Description Yafei Song Lingyi Cai Jia Li Yonghong Tian Mingyang Li 27 28 0 09 Jun 2020
GoodPoint: unsupervised learning of keypoint detection and description A. Belikov A. Potapov 14 7 0 01 Jun 2020
D2D: Keypoint Extraction with Describe to Detect Approach Yurun Tian Vassileios Balntas Tony Ng Axel Barroso Laguna Y. Demiris K. Mikolajczyk 46 59 0 27 May 2020
Learning Local Features with Context Aggregation for Visual Localization Siyu Hong Kunhong Li Yongcong Zhang Zhiheng Fu Mengyi Liu Yulan Guo 34 2 0 26 May 2020
Visual Localization Using Semantic Segmentation and Depth Prediction Huanhuan Fan Yuhao Zhou Ang Li Shuang Gao Jijunnan Li Yandong Guo MDE 22 10 0 25 May 2020
Distillation of neural network models for detection and description of key points of images A. V. Yashchenko A. Belikov M. Peterson A. Potapov 14 2 0 18 May 2020
HDD-Net: Hybrid Detector Descriptor with Mutual Interactive Learning Axel Barroso Laguna Yannick Verdié Benjamin Busam K. Mikolajczyk 27 18 0 12 May 2020
Reference Pose Generation for Long-term Visual Localization via Learned Features and View Synthesis Zichao Zhang Torsten Sattler Davide Scaramuzza 32 21 0 11 May 2020
Learning Feature Descriptors using Camera Pose Supervision Qianqian Wang Xiaowei Zhou B. Hariharan Noah Snavely SSL 39 161 0 28 Apr 2020
Efficient Neighbourhood Consensus Networks via Submanifold Sparse Convolutions Ignacio Rocco Relja Arandjelović Josef Sivic 38 170 0 22 Apr 2020
Deep Homography Estimation for Dynamic Scenes Hoang Le Feng Liu Shu Zhen Zhang A. Agarwala 3DH 28 116 0 05 Apr 2020
S2DNet: Learning Accurate Correspondences for Sparse-to-Dense Feature Matching Hugo Germain Guillaume Bourmaud Vincent Lepetit 3DV 3DH 22 36 0 03 Apr 2020
DeFeat-Net: General Monocular Depth via Simultaneous Unsupervised Representation Learning Jaime Spencer Richard Bowden Simon Hadfield MDE SSL 35 93 0 30 Mar 2020
Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal Invariance Jaime Spencer Richard Bowden Simon Hadfield BDL 26 16 0 30 Mar 2020
ASLFeat: Learning Local Features of Accurate Shape and Localization Zixin Luo Lei Zhou Xuyang Bai Hongkai Chen Jiahui Zhang Yao Yao Shiwei Li Tian Fang Long Quan 31 287 0 23 Mar 2020
Multi-View Optimization of Local Feature Geometry Mihai Dusmanu Johannes L. Schonberger Marc Pollefeys 47 37 0 18 Mar 2020
D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features Xuyang Bai Zixin Luo Lei Zhou Hongbo Fu Long Quan Chiew-Lan Tai 3DPC 39 386 0 06 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 48 361 0 03 Mar 2020
Estimating a Null Model of Scientific Image Reuse to Support Research Integrity Investigations Daniel Ernesto Acuna Ziyue Xiang 11 0 0 22 Feb 2020
StickyPillars: Robust and Efficient Feature Matching on Point Clouds using Graph Neural Networks Kai Fischer Martin Simon Florian Oelsner Stefan Milz Christian Witt H. Groß 3DPC 10 7 0 10 Feb 2020
UR2KiD: Unifying Retrieval, Keypoint Detection, and Keypoint Description without Local Correspondence Supervision Tsun-Yi Yang Duy-Kien Nguyen Huub Heijnen Vassileios Balntas 3DV 41 37 0 20 Jan 2020
Unifying Deep Local and Global Features for Image Search Bingyi Cao A. Araújo Jack Sim VLM FedML 8 22 0 14 Jan 2020
Compression of descriptor models for mobile applications Roy Miles K. Mikolajczyk 3DV 13 2 0 09 Jan 2020
Neural Outlier Rejection for Self-Supervised Keypoint Learning Jiexiong Tang Hanme Kim Vitor Campagnolo Guizilini Sudeep Pillai Rares Andrei Ambrus 3DPC 26 30 0 23 Dec 2019
Towards Robust Learning with Different Label Noise Distributions Diego Ortego Eric Arazo Paul Albert Noel E. O'Connor Kevin McGuinness NoLa 18 24 0 18 Dec 2019
GLU-Net: Global-Local Universal Network for Dense Flow and Correspondences Prune Truong Martin Danelljan Radu Timofte 3DPC 23 183 0 11 Dec 2019
Training Deep Neural Networks to Detect Repeatable 2D Features Using Large Amounts of 3D World Capture Data Alexander Mai Joseph Menke An Yang 3DV 3DPC 24 0 0 09 Dec 2019
Self-Supervised 3D Keypoint Learning for Ego-motion Estimation Jiexiong Tang Rares Andrei Ambrus Vitor Campagnolo Guizilini Sudeep Pillai Hanme Kim Patric Jensfelt Adrien Gaidon 3DPC 24 23 0 07 Dec 2019
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
SuperGlue: Learning Feature Matching with Graph Neural Networks Paul-Edouard Sarlin Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC OffRL 19 1,888 0 26 Nov 2019
ViewSynth: Learning Local Features from Depth using View Synthesis Jisan Mahmud Rajat Vikram Singh Peri Akiva S. Kundu Kuan-Chuan Peng Jan-Michael Frahm 3DV 27 2 0 22 Nov 2019
Single-Stage 6D Object Pose Estimation Yinlin Hu Pascal Fua Wei Wang Mathieu Salzmann 3DPC 25 197 0 19 Nov 2019
GIFT: Learning Transformation-Invariant Dense Visual Descriptors via Group CNNs Yuan Liu Zehong Shen Zhixuan Lin Sida Peng Hujun Bao Xiaowei Zhou 24 94 0 14 Nov 2019
RGB-D Individual Segmentation Wenqiang Xu Yanjun Fu Yucheng Luo Chang Liu Cewu Lu 30 0 0 16 Oct 2019
GLAMpoints: Greedily Learned Accurate Match points Prune Truong S. Apostolopoulos Agata Mosinska Samuel Stucky Carlos Ciller Sandro De Zanet 3DPC 24 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 Two-View Correspondences and Geometry Using Order-Aware Network Jiahui Zhang Dawei Sun Zixin Luo Anbang Yao Lei Zhou Tianwei Shen Yurong Chen Long Quan Hongen Liao 3DPC 28 308 0 14 Aug 2019
Learning Local Feature Descriptor with Motion Attribute for Vision-based Localization Yafei Song D. Zhu Jia Li Yonghong Tian Mingyang Li 21 2 0 03 Aug 2019