Remote Sensing Image Scene Classification: Benchmark and State of the Art

1 March 2017

Junwei Han

Papers citing "Remote Sensing Image Scene Classification: Benchmark and State of the Art"

41 / 541 papers shown

Title
A Discriminative Learned CNN Embedding for Remote Sensing Image Scene Classification Wen Wang Lijun Du Y. Gao Yanzhou Su Feng Wang Jian Cheng SSL 16 2 0 28 Nov 2019
In-domain representation learning for remote sensing Maxim Neumann André Susano Pinto Xiaohua Zhai N. Houlsby SSL 105 65 0 15 Nov 2019
Adversarial Example in Remote Sensing Image Recognition Li Chen Guowei Zhu Qi Li Haifeng Li AAML 53 27 0 29 Oct 2019
Self-attention for raw optical Satellite Time Series Classification M. Rußwurm Marco Körner AI4TS 88 267 0 23 Oct 2019
A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark Xiaohua Zhai J. Puigcerver Alexander Kolesnikov P. Ruyssen C. Riquelme ... Michael Tschannen Marcin Michalski Olivier Bousquet Sylvain Gelly N. Houlsby SSL 97 448 0 01 Oct 2019
Cutting the Unnecessary Long Tail: Cost-Effective Big Data Clustering in the Cloud Dongwei Li Shuliang Wang Nan Gao Qiang He Yun Yang 16 8 0 22 Sep 2019
Multiple instance dense connected convolution neural network for aerial image scene classification Qi Bi K. Qin Zhili Li Han Zhang Kai Xu 99 114 0 22 Aug 2019
Efficient Machine Learning for Large-Scale Urban Land-Use Forecasting in Sub-Saharan Africa Daniel Omeiza 26 3 0 01 Aug 2019
Relation Network for Multi-label Aerial Image Classification Yuansheng Hua Lichao Mou Xiaoxiang Zhu 109 88 0 16 Jul 2019
Nested Network with Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images Chongyi Li Runmin Cong Junhui Hou Sanyi Zhang Y. Qian Sam Kwong ObjD 78 223 0 20 Jun 2019
Procedural Synthesis of Remote Sensing Images for Robust Change Detection with Neural Networks Maria Kolos A. Marín Alexey Artemov Evgeny Burnaev 41 14 0 20 May 2019
Semantic Referee: A Neural-Symbolic Framework for Enhancing Geospatial Semantic Segmentation Marjan Alirezaie Martin Längkvist Michael Sioutis Amy Loutfi 90 35 0 30 Apr 2019
Multi-modal gated recurrent units for image description Xuelong Li Aihong Yuan Xiaoqiang Lu GAN 31 26 0 20 Apr 2019
A Training-free, One-shot Detection Framework For Geospatial Objects In Remote Sensing Images Tengfei Zhang Yue Zhang Xian Sun Ming Yan Yaoling Wang Kun Fu ObjD 41 4 0 04 Apr 2019
Deep Built-Structure Counting in Satellite Imagery Using Attention Based Re-Weighting Anza Shakeel Waqas Sultani Mohsen Ali 58 20 0 01 Apr 2019
Aggregated Deep Local Features for Remote Sensing Image Retrieval Raffaele Imbriaco Clint Sebastian Egor Bondarev Peter H. N. de With 69 68 0 22 Mar 2019
A Novel Multi-Attention Driven System For Multi-Label Remote Sensing Image Classification Gencer Sumbul Begüm Demir 146 35 0 28 Feb 2019
Deep Discriminative Representation Learning with Attention Map for Scene Classification Jun Yu Li Daoyu Lin Yang Wang Guangluan Xu C. Ding 59 83 0 21 Feb 2019
BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding Gencer Sumbul Marcela Charfuelan Begüm Demir Volker Markl 115 455 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 69 85 0 15 Feb 2019
Region based Ensemble Learning Network for Fine-grained Classification Weikuang Li Tian Wang Chuanyun Wang Guangcun Shan Mengyi Zhang H. Snoussi ObjD 19 2 0 09 Feb 2019
Unsupervised Deep Features for Remote Sensing Image Matching via Discriminator Network Fnu Mohbat Numan Khurshid M. Taj 71 15 0 15 Oct 2018
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 70 40 0 02 Oct 2018
Treepedia 2.0: Applying Deep Learning for Large-scale Quantification of Urban Tree Cover B. Cai Xiaojiang Li Ian Seiferling C. Ratti 3DV 30 42 0 14 Aug 2018
Recurrently Exploring Class-wise Attention in A Hybrid Convolutional and Bidirectional LSTM Network for Multi-label Aerial Image Classification Yuansheng Hua Lichao Mou Xiaoxiang Zhu 116 147 0 30 Jul 2018
Semantic Labeling in Very High Resolution Images via a Self-Cascaded Convolutional Neural Network Yongcheng Liu Bin Fan Lingfeng Wang Jun Bai Shiming Xiang Chunhong Pan 82 255 0 30 Jul 2018
Recent advances and opportunities in scene classification of aerial images with deep models Fan Hu Gui-Song Xia Wen Yang Liangpei Zhang 57 13 0 04 Jun 2018
AID++: An Updated Version of AID on Scene Classification P. Jin Gui-Song Xia Fan Hu Qikai Lu Liangpei Zhang 50 23 0 03 Jun 2018
Object Tracking in Satellite Videos Based on a Multi-Frame Optical Flow Tracker Bo Du Shihan Cai Chen Wu Lefei Zhang Dacheng Tao 50 31 0 25 Apr 2018
One-Two-One Networks for Compression Artifacts Reduction in Remote Sensing Baochang Zhang Jiaxin Gu Chen Chen Jiawei Han Xiangbo Su Xianbin Cao Jianzhuang Liu 72 51 0 01 Apr 2018
Building Instance Classification Using Street View Images Jian Kang Marco Körner Yuanyuan Wang H. Taubenböck Xiaoxiang Zhu 145 300 0 25 Feb 2018
Hydra: an Ensemble of Convolutional Neural Networks for Geospatial Land Classification Rodrigo Minetto Maurício Pamplona Segundo Sudeep Sarkar 95 134 0 10 Feb 2018
Exploring Models and Data for Remote Sensing Image Caption Generation Xiaoqiang Lu Binqiang Wang Xiangtao Zheng Xuelong Li 67 481 0 21 Dec 2017
Functional Map of the World Gordon A. Christie Neil Fendley James Wilson R. Mukherjee VGen 87 399 0 21 Nov 2017
Deep learning in remote sensing: a review Xiaoxiang Zhu D. Tuia Lichao Mou Gui-Song Xia Liangpei Zhang Feng Xu Friedrich Fraundorfer 88 1,626 0 11 Oct 2017
A Comprehensive Survey of Deep Learning in Remote Sensing: Theories, Tools and Challenges for the Community John E. Ball Derek T. Anderson Chee Seng Chan 76 521 0 01 Sep 2017
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification P. Helber B. Bischke Andreas Dengel Damian Borth 164 1,841 0 31 Aug 2017
PatternNet: A Benchmark Dataset for Performance Evaluation of Remote Sensing Image Retrieval Weixun Zhou Shawn D. Newsam Congmin Li Z. Shao 172 461 0 11 Jun 2017
RSI-CB: A Large Scale Remote Sensing Image Classification Benchmark via Crowdsource Data Haifeng Li Xin Dou Chao Tao Zhixiang Wu Jie Chen Jianya Gong M. Deng Ling Zhao 70 61 0 30 May 2017
Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep Learning Ronald Kemker C. Salvaggio Christopher Kanan 80 461 0 19 Mar 2017
Learning Low Dimensional Convolutional Neural Networks for High-Resolution Remote Sensing Image Retrieval Weixun Zhou Shawn D. Newsam Congmin Li Z. Shao 199 183 0 10 Oct 2016