PatternNet: A Benchmark Dataset for Performance Evaluation of Remote Sensing Image Retrieval

11 June 2017

Papers citing "PatternNet: A Benchmark Dataset for Performance Evaluation of Remote Sensing Image Retrieval"

22 / 72 papers shown

Title
TorchGeo: Deep Learning With Geospatial Data Adam J. Stewart Caleb Robinson Isaac Corley Anthony Ortiz J. L. Ferres Arindam Banerjee 3DPC 21 76 0 17 Nov 2021
Do we still need ImageNet pre-training in remote sensing scene classification? Vladimir Risojević Vladan Stojnić 17 11 0 05 Nov 2021
Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative Study Raoof Naushad Tarunpreet Kaur Ebrahim Ghaderpour 11 130 0 06 Oct 2021
Clustering-Based Representation Learning through Output Translation and Its Application to Remote--Sensing Images Qing Li Bin Li J. Garibaldi Guoping Qiu SSL 17 4 0 13 Jul 2021
Remote Sensing Image Classification with the SEN12MS Dataset M. Schmitt Yulin Wu 11 27 0 01 Apr 2021
Unifying Remote Sensing Image Retrieval and Classification with Robust Fine-tuning Dimitri Gominski V. Gouet-Brunet Liming Luke Chen 11 2 0 26 Feb 2021
DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval Yun Cao Yuebin Wang Junhuan Peng Liqiang Zhang Linlin Xu Kai Yan Lihua Li GAN 6 21 0 07 Oct 2020
On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances and Million-AID Yang Long Guisong Xia Shengyang Li Wen Yang M. Yang Xiaoxiang Zhu Liangpei Zhang Deren Li 8 21 0 22 Jun 2020
The color out of space: learning self-supervised representations for Earth Observation imagery Stefano Vincenzi Angelo Porrello Pietro Buzzega Marco Cipriano Pietro Fronte Roberto Cuccu C. Ippoliti A. Conte Simone Calderara SSL 8 63 0 22 Jun 2020
LandCover.ai: Dataset for Automatic Mapping of Buildings, Woodlands, Water and Roads from Aerial Imagery Adrian Boguszewski D. Batorski Natalia Ziemba-Jankowska T. Dziedzic Anna Zambrzycka 9 86 0 05 May 2020
Virtual SAR: A Synthetic Dataset for Deep Learning based Speckle Noise Reduction Algorithms Shrey Dabhi Kartavya Soni Utkarsh Patel Priyanka Sharma Manojkumar Somabhai Parmar 6 9 0 23 Apr 2020
BigEarthNet Dataset with A New Class-Nomenclature for Remote Sensing Image Understanding Gencer Sumbul Jian Kang Tristan Kreuziger F. Marcelino H. Costa P. Benevides M. Caetano Begum Demir 11 34 0 17 Jan 2020
Deep Built-Structure Counting in Satellite Imagery Using Attention Based Re-Weighting Anza Shakeel Waqas Sultani Mohsen Ali 4 20 0 01 Apr 2019
BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding Gencer Sumbul Marcela Charfuelan Begum Demir Volker Markl 8 441 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 18 83 0 15 Feb 2019
An Entropic Optimal Transport Loss for Learning Deep Neural Networks under Label Noise in Remote Sensing Images B. Damodaran Rémi Flamary Vivien Seguy Nicolas Courty NoLa 8 39 0 02 Oct 2018
Testing the Efficient Network TRaining (ENTR) Hypothesis: initially reducing training image size makes Convolutional Neural Network training for image recognition tasks more efficient T. Wanger Peter Frohn 13 3 0 30 Jul 2018
Region Convolutional Features for Multi-Label Remote Sensing Image Retrieval Weixun Zhou XueQing Deng Z. Shao 6 28 0 23 Jul 2018
Towards Explaining Anomalies: A Deep Taylor Decomposition of One-Class Models Jacob R. Kauffmann K. Müller G. Montavon DRL 26 96 0 16 May 2018
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification P. Helber B. Bischke Andreas Dengel Damian Borth 8 1,727 0 31 Aug 2017
Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation Xin-Yi Tong Gui-Song Xia Fan Hu Yanfei Zhong Mihai Datcu Liangpei Zhang 14 110 0 23 Jul 2017
A Practical Guide to CNNs and Fisher Vectors for Image Instance Retrieval V. Chandrasekhar Jie Lin Olivier Morère Hanlin Goh A. Veillard 18 85 0 11 Aug 2015