Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions

31 December 2015

Papers citing "Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions"

30 / 30 papers shown

Title
HALO: Robust Out-of-Distribution Detection via Joint Optimisation Hugo Lyons Keenan S. Erfani Christopher Leckie OODD 209 0 0 27 Feb 2025
Audio-visual cross-modality knowledge transfer for machine learning-based in-situ monitoring in laser additive manufacturing Jiarui Xie Mutahar Safdar Lequn Chen Seung Ki Moon Y. Zhao 43 1 0 09 Aug 2024
Relational Representation Learning Network for Cross-Spectral Image Patch Matching Chuan Yu Yunpeng Liu Jinmiao Zhao Dou Quan Zelin Shi Xiangyu Yue ViT 39 0 0 18 Mar 2024
Learn and Search: An Elegant Technique for Object Lookup using Contrastive Learning Chandan Kumar Jansel Herrera-Gerena John Just Matthew J. Darr Ali Jannesari 62 0 0 12 Mar 2024
DynamicSurf: Dynamic Neural RGB-D Surface Reconstruction with an Optimizable Feature Grid Mirgahney Mohamed Lourdes Agapito 24 2 0 14 Nov 2023
Density-invariant Features for Distant Point Cloud Registration Quanpan Liu Hongzi Zhu Yunsong Zhou Hongyang Li Shan Chang Minyi Guo 3DPC 34 19 0 19 Jul 2023
Multimorbidity Content-Based Medical Image Retrieval Using Proxies Yu Xing Benjamin J. Meyer Mehrtash Harandi Tom Drummond Z. Ge 27 0 0 22 Nov 2022
Learning Deep Optimal Embeddings with Sinkhorn Divergences S. Roy Yan Han Mehrtash Harandi L. Petersson 20 0 0 14 Sep 2022
Ordinal-Quadruplet: Retrieval of Missing Classes in Ordinal Time Series Jurijs Nazarovs C. Lumezanu Qianying Ren Yuncong Chen Takehiko Mizoguchi Dongjin Song Haifeng Chen AI4TS 11 0 0 24 Jan 2022
Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose Angtian Wang Shenxiao Mei Alan Yuille Adam Kortylewski 3DV 31 21 0 27 Oct 2021
Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual Localization Hanjiang Hu Hesheng Wang Zhe Liu Weidong Chen 27 27 0 16 Sep 2020
Approaches, Challenges, and Applications for Deep Visual Odometry: Toward to Complicated and Emerging Areas Ke Min Wang Sai Ma Junlan Chen Fan Ren 18 81 0 06 Sep 2020
Learning Feature Descriptors using Camera Pose Supervision Qianqian Wang Xiaowei Zhou B. Hariharan Noah Snavely SSL 17 161 0 28 Apr 2020
DeepDeform: Learning Non-rigid RGB-D Reconstruction with Semi-supervised Data Aljaz Bozic Michael Zollhöfer Christian Theobalt Matthias Nießner 3DH 3DV 11 95 0 09 Dec 2019
LCD: Learned Cross-Domain Descriptors for 2D-3D Matching Quang-Cuong Pham Mikaela Angelina Uy Binh-Son Hua D. Nguyen Gemma Roig Sai-Kit Yeung 3DPC 3DV 13 72 0 21 Nov 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 13 93 0 03 Jun 2019
Deep Metric Learning Beyond Binary Supervision Sungyeon Kim Minkyo Seo Ivan Laptev Minsu Cho Suha Kwak SSL 15 94 0 21 Apr 2019
Beyond Correlation: A Path-Invariant Measure for Seismogram Similarity Joshua T. Dickey B. Borghetti W. Junek Richard K. Martin 13 15 0 16 Apr 2019
The Importance of Metric Learning for Robotic Vision: Open Set Recognition and Active Learning Benjamin J. Meyer Tom Drummond 14 33 0 27 Feb 2019
DF-SLAM: A Deep-Learning Enhanced Visual SLAM System based on Deep Local Features Rong Kang Jieqi Shi Xueming Li Yang Liu Xiao-Chang Liu 13 42 0 22 Jan 2019
Deep Anomaly Detection with Outlier Exposure Dan Hendrycks Mantas Mazeika Thomas G. Dietterich OODD 31 1,449 0 11 Dec 2018
Identifying Recurring Patterns with Deep Neural Networks for Natural Image Denoising Zhihao Xia Ayan Chakrabarti 16 27 0 13 Jun 2018
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly M. Opitz Georg Waltner Horst Possegger Horst Bischof FedML OOD 32 166 0 15 Jan 2018
Embedded Spectral Descriptors: Learning the point-wise correspondence metric via Siamese neural networks Zhiyu Sun Yusen He Andrey Gritsenko A. Lendasse Stephen Seung-Yeob Baek 3DPC 11 13 0 17 Oct 2017
Semantic Segmentation from Limited Training Data Anton Milan Trung T. Pham B. V. Kumar D. Morrison Adam W. Tow ... Christopher F. Lehnert G. Lin Ian Reid Peter Corke Jurgen Leitner 16 51 0 22 Sep 2017
Deep Metric Learning and Image Classification with Nearest Neighbour Gaussian Kernels Benjamin J. Meyer Ben Harwood Tom Drummond 21 8 0 27 May 2017
Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain Networks S. Ktena Sarah Parisot Enzo Ferrante Martin Rajchl M. J. Lee Ben Glocker Daniel Rueckert GNN 18 191 0 07 Mar 2017
Self-Supervised Video Representation Learning With Odd-One-Out Networks Basura Fernando Hakan Bilen E. Gavves Stephen Gould SSL 19 450 0 21 Nov 2016
Hard-Aware Deeply Cascaded Embedding Yuhui Yuan Kuiyuan Yang Chao Zhang 30 300 0 17 Nov 2016
Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue Ravi Garg B. V. Kumar G. Carneiro Ian Reid 3DV MDE 11 1,521 0 16 Mar 2016