Land Use Classification in Remote Sensing Images by Convolutional Neural Networks

1 August 2015

Papers citing "Land Use Classification in Remote Sensing Images by Convolutional Neural Networks"

50 / 60 papers shown

Title
Urban Computing in the Era of Large Language Models Zhonghang Li Lianghao Xia Xubin Ren J. Tang Tianyi Chen Yong-mei Xu Chenyu Huang 218 0 0 02 Apr 2025
On the Adversarial Vulnerabilities of Transfer Learning in Remote Sensing Tao Bai Xingjian Tian Yonghao Xu Bihan Wen AAML 102 0 0 20 Jan 2025
The identification of garbage dumps in the rural areas of Cyprus through the application of deep learning to satellite imagery Andrew Wilkinson 46 0 0 23 Jul 2023
Domain Adaptable Self-supervised Representation Learning on Remote Sensing Satellite Imagery M. Chopra Prakash Chandra Chhipa G. Mengi Varun Gupta Marcus Liwicki SSL 51 1 0 19 Apr 2023
Creating Ensembles of Classifiers through UMDA for Aerial Scene Classification F. Faria Luiz H. Buris Luís A. M. Pereira F. Cappabianco 16 0 0 20 Mar 2023
FireRisk: A Remote Sensing Dataset for Fire Risk Assessment with Benchmarks Using Supervised and Self-supervised Learning Shuchang Shen Sachith Seneviratne Xinye Wanyan M. Kirley 80 14 0 13 Mar 2023
Self-Supervised In-Domain Representation Learning for Remote Sensing Image Scene Classification Ali Ghanbarzade Hossein Soleimani SSL 53 11 0 03 Feb 2023
DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification D. F. S. Santos R. G. Pires L. A. Passos João Paulo Papa 54 6 0 20 Dec 2022
Multi-Spectral Image Classification with Ultra-Lean Complex-Valued Models Utkarsh Singhal Stella X. Yu Zackery Steck Scott Kangas Aaron A. Reite 139 3 0 21 Nov 2022
Forensic Dental Age Estimation Using Modified Deep Learning Neural Network I. Atas Cüneyt Özdemir Musa Atas Y. Dogan MedIm 43 18 0 21 Aug 2022
Relict landslide detection using Deep-Learning architectures for image segmentation in rainforest areas: A new framework Guilherme Pereira Bento Garcia C. Grohmann L. P. Soares M. Espadoto 23 10 0 04 Aug 2022
Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification I. Dimitrovski Ivan Kitanovski D. Kocev Nikola Simidjievski VLM 101 78 0 14 Jul 2022
From Easy to Hard: Learning Language-guided Curriculum for Visual Question Answering on Remote Sensing Data Zhenghang Yuan Lichao Mou Q. Wang Xiao Xiang Zhu 105 67 0 06 May 2022
Multi-Label Classification on Remote-Sensing Images A. Singh B. Uma Shankar 31 0 0 06 Jan 2022
Adversarial Attacks against a Satellite-borne Multispectral Cloud Detector Andrew Du Yee Wei Law Michele Sasdelli Bo Chen Ken Clarke M. Brown Tat-Jun Chin AAML 54 11 0 03 Dec 2021
Airplane Detection Based on Mask Region Convolution Neural Network W. Alshaibani M. Helvaci Ibraheem Shayea H. Mohamad 45 4 0 29 Aug 2021
A Hierarchical Approach to Remote Sensing Scene Classification Ozlem Sen H. Keles 36 8 0 29 Mar 2021
Convolutional Neural Networks for Multispectral Image Cloud Masking Gonzalo Mateo-García L. Gómez-Chova Gustau Camps-Valls 59 37 0 09 Dec 2020
Invariant Deep Compressible Covariance Pooling for Aerial Scene Categorization Shidong Wang Yi Ren G. Parr Yu Guan Ling Shao 41 19 0 11 Nov 2020
Satellite Image Classification with Deep Learning M. D. Pritt Gary Chern 56 136 0 13 Oct 2020
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 79 22 0 07 Oct 2020
Geometry-Aware Segmentation of Remote Sensing Images via Implicit Height Estimation Xiang Li Lingjing Wang Yi Fang 54 6 0 10 Jun 2020
Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition Di Hu Xuhong Li Lichao Mou P. Jin Dong Chen L. Jing Xiaoxiang Zhu Dejing Dou 52 6 0 18 May 2020
A global method to identify trees outside of closed-canopy forests with medium-resolution satellite imagery J. Brandt F. Stolle 35 3 0 13 May 2020
Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities Gong Cheng Xingxing Xie Junwei Han Lei Guo Guisong Xia VLM 130 641 0 03 May 2020
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
Temporal Interpolation of Geostationary Satellite Imagery with Task Specific Optical Flow T. Vandal R. Nemani 26 3 0 28 Jul 2019
Human-Machine Collaboration for Fast Land Cover Mapping Caleb Robinson Anthony Ortiz Kolya Malkin Blake Elias Andi Peng Dan Morris B. Dilkina Nebojsa Jojic 70 20 0 10 Jun 2019
Understanding urban landuse from the above and ground perspectives: a deep learning, multimodal solution Shivangi Srivastava John E. Vargas-Muñoz D. Tuia 96 138 0 05 May 2019
Land Use and Land Cover Classification Using Deep Learning Techniques Nagesh Kumar Uba 32 20 0 01 May 2019
Spatio-temporal crop classification of low-resolution satellite imagery with capsule layers and distributed attention J. Brandt 25 5 0 23 Apr 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
Land Use Classification Using Multi-neighborhood LBPs Harjot Singh Parmar 21 2 0 07 Feb 2019
Location, Occupation, and Semantics based Socioeconomic Status Inference on Twitter Jacob Levy Abitbol M. Karsai E. Fleury 127 19 0 16 Jan 2019
Discovering state-parameter mappings in subsurface models using generative adversarial networks A. Sun GAN AI4CE 50 76 0 30 Oct 2018
Monitoring spatial sustainable development: Semi-automated analysis of satellite and aerial images for energy transition and sustainability indicators R. L. Curier Tim De Jong K. Strauch Katharina Cramer Natalie Rosenski Clara Schartner M. Debusschere Hannah Ziemons Deniz Iren Stefano Bromuri 103 15 0 11 Oct 2018
Detecting Mammals in UAV Images: Best Practices to address a substantially Imbalanced Dataset with Deep Learning B. Kellenberger Diego Marcos D. Tuia 89 267 0 29 Jun 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
Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning Barak Oshri A. Hu P. Adelson Xiao Chen P. Dupas Jeremy Weinstein Marshall Burke David B. Lobell Stefano Ermon 70 73 0 03 Jun 2018
Land cover mapping at very high resolution with rotation equivariant CNNs: towards small yet accurate models Diego Marcos Michele Volpi B. Kellenberger D. Tuia 125 237 0 16 Mar 2018
Fine-Grained Land Use Classification at the City Scale Using Ground-Level Images Yi Zhu XueQing Deng Shawn D. Newsam 51 51 0 07 Feb 2018
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders M. Rußwurm Marco Körner 124 278 0 06 Feb 2018
Deep learning in remote sensing: a review Xiaoxiang Zhu D. Tuia Lichao Mou Gui-Song Xia Liangpei Zhang Feng Xu Friedrich Fraundorfer 85 1,624 0 11 Oct 2017
Target-adaptive CNN-based pansharpening Giuseppe Scarpa S. Vitale D. Cozzolino 65 319 0 18 Sep 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 162 1,840 0 31 Aug 2017
On the Selective and Invariant Representation of DCNN for High-Resolution Remote Sensing Image Recognition Jie Chen Chao Yuan M. Deng Chao Tao Jian Peng Haifeng Li 69 1 0 04 Aug 2017
Image Forgery Localization Based on Multi-Scale Convolutional Neural Networks Yanfei Liu Qingxiao Guan Xianfeng Zhao Q. Qin 81 141 0 13 Jun 2017
Deep-Learning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery Emilio Guirado Siham Tabik D. Alcaraz‐Segura J. Cabello Francisco Herrera 39 48 0 03 Jun 2017