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Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval

8 May 2021

Papers citing "Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval"

21 / 21 papers shown

Title
BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval Gencer Sumbul Arne de Wall Tristan Kreuziger F. Marcelino H. Costa P. Benevides M. Caetano Begüm Demir Volker Markl 88 130 0 17 May 2021
Deep Metric Learning with Spherical Embedding Dingyi Zhang Yingming Li Zhongfei Zhang DML 71 41 0 05 Nov 2020
Deep Learning for Image Search and Retrieval in Large Remote Sensing Archives Gencer Sumbul Jian Kang Begüm Demir 81 23 0 03 Apr 2020
Deep Metric Learning Beyond Binary Supervision Sungyeon Kim Minkyo Seo Ivan Laptev Minsu Cho Suha Kwak SSL 47 96 0 21 Apr 2019
Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning Xun Wang Xintong Han Weilin Huang Dengke Dong Matthew R. Scott 80 754 0 14 Apr 2019
Improved Embeddings with Easy Positive Triplet Mining Hong Xuan Abby Stylianou Robert Pless 78 134 0 08 Apr 2019
Metric-Learning based Deep Hashing Network for Content Based Retrieval of Remote Sensing Images Subhankar Roy E. Sangineto Begüm Demir N. Sebe 108 63 0 02 Apr 2019
Aggregated Deep Local Features for Remote Sensing Image Retrieval Raffaele Imbriaco Clint Sebastian Egor Bondarev Peter H. N. de With 54 68 0 22 Mar 2019
Ranked List Loss for Deep Metric Learning Xinshao Wang Yang Hua Elyor Kodirov N. Robertson 66 248 0 08 Mar 2019
BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding Gencer Sumbul Marcela Charfuelan Begüm Demir Volker Markl 91 454 0 16 Feb 2019
Enhancing Remote Sensing Image Retrieval with Triplet Deep Metric Learning Network Rui Cao Qian Zhang Jiasong Zhu Qing Li Qingquan Li Bozhi Liu Guoping Qiu 45 84 0 15 Feb 2019
Deep Metric Learning with Hierarchical Triplet Loss Weifeng Ge Weilin Huang Dengke Dong Matthew R. Scott 171 413 0 16 Oct 2018
Deep Randomized Ensembles for Metric Learning Hong Xuan Richard Souvenir Robert Pless UQCV OOD 72 102 0 13 Aug 2018
Sampling Matters in Deep Embedding Learning Chaoxia Wu R. Manmatha Alex Smola Philipp Krahenbuhl 102 923 0 23 Jun 2017
Hard-Aware Deeply Cascaded Embedding Yuhui Yuan Kuiyuan Yang Chao Zhang 101 302 0 17 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 775 36,861 0 25 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
Deep Metric Learning via Lifted Structured Feature Embedding Hyun Oh Song Yu Xiang Stefanie Jegelka Silvio Savarese FedML SSL DML 94 1,643 0 19 Nov 2015
Simultaneous Feature Learning and Hash Coding with Deep Neural Networks Hanjiang Lai Yan Pan Ye Liu Shuicheng Yan 49 823 0 14 Apr 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 386 13,145 0 12 Mar 2015
Deep metric learning using Triplet network Elad Hoffer Nir Ailon SSL DML 195 1,998 0 20 Dec 2014