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MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification

IEEE Geoscience and Remote Sensing Letters (GRSL), 2016

28 December 2016

Xian Sun

Papers citing "MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification"

33 / 33 papers shown

Title
GaNDLF-Synth: A Framework to Democratize Generative AI for (Bio)Medical Imaging Sarthak Pati Szymon Mazurek Spyridon Bakas MedIm 105 0 0 30 Sep 2024
Prediction of Transportation Index for Urban Patterns in Small and Medium-sized Indian Cities using Hybrid RidgeGAN ModelScientific Reports (Sci Rep), 2023 Rahisha Thottolil U. Kumar Tanujit Chakraborty 183 7 0 09 Jun 2023
Creating Ensembles of Classifiers through UMDA for Aerial Scene ClassificationAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2023 F. Faria Luiz H. Buris Luís A. M. Pereira F. Cappabianco 81 0 0 20 Mar 2023
Intriguing Property and Counterfactual Explanation of GAN for Remote Sensing Image GenerationInternational Journal of Computer Vision (IJCV), 2023 Xingzhe Su Jingyao Wang Jie Hu Feng Wu Changwen Zheng Gang Hua GAN 198 7 0 09 Mar 2023
Self-Supervised In-Domain Representation Learning for Remote Sensing Image Scene Classification Ali Ghanbarzade Hossein Soleimani SSL 128 14 0 03 Feb 2023
CRC-RL: A Novel Visual Feature Representation Architecture for Unsupervised Reinforcement Learning Darshita Jain A. Majumder S. Dutta Swagat Kumar SSL 206 1 0 31 Jan 2023
Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative ModelsHellenic Conference on Artificial Intelligence (HAI), 2022 Nikos Kostagiolas M. Nicolaou Yannis Panagakis GAN 184 2 0 03 Aug 2022
Image Augmentation for Satellite Images Oluwadara Adedeji Peter Owoade Op Ajayi Olayiwola F Arowolo 112 14 0 29 Jul 2022
RENs: Relevance Encoding Networks Krithika S. Iyer Riddhish Bhalodia Shireen Y. Elhabian DRL 186 1 0 25 May 2022
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene ClassificationIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Qi Bi Beichen Zhou K. Qin Qinghao Ye Guisong Xia 171 47 0 06 May 2022
Evaluating Self and Semi-Supervised Methods for Remote Sensing Segmentation Tasks Chaitanya Patel Shashank Sharma Valerie J. Pasquarella Varun Gulshan SSL 153 18 0 19 Nov 2021
A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines -- From Medical to Remote Sensing Ankan Dash J. Ye Guiling Wang MedIm AI4CE 152 134 0 01 Oct 2021
Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations: a COVID-19 case-studyBMC Bioinformatics (BMC Bioinformatics), 2021 Alessio Mascolini Dario Cardamone Francesco Ponzio S. D. Cataldo E. Ficarra MedIm 121 18 0 16 Jul 2021
Calibrating Over-Parametrized Simulation Models: A Framework via Eligibility Set Yuanlu Bai T. Balch Haoxian Chen Danial Dervovic Henry Lam Svitlana Vyetrenko 172 2 0 27 May 2021
A Review on Deep Learning in UAV Remote SensingInternational Journal of Applied Earth Observation and Geoinformation (JAEOG), 2021 L. Osco J. M. Junior A. P. Ramos L. Jorge S. Fatholahi J. Silva E. Matsubara H. Pistori W. Gonçalves Jonathan Li AI4Cl 306 420 0 22 Jan 2021
Transformers in Vision: A SurveyACM Computing Surveys (CSUR), 2021 Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 802 3,078 0 04 Jan 2021
Generating Synthetic Multispectral Satellite Imagery from Sentinel-2 Tharun Mohandoss Aditya Kulkarni Daniel Northrup Ernest Mwebaze Hamed Alemohammad 63 13 0 05 Dec 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 148 23 0 07 Oct 2020
Remote Sensing Image Scene Classification with Self-Supervised Paradigm under Limited Labeled SamplesIEEE Geoscience and Remote Sensing Letters (GRSL), 2020 Chao Tao Ji Qi Weipeng Lu Hao Wang Haifeng Li SSL 150 108 0 02 Oct 2020
Balance Scene Learning Mechanism for Offshore and Inshore Ship Detection in SAR Images Tianwen Zhang Xiaoling Zhang Jun Shi Shunjun Wei Jianguo Wang Jianwei Li Hao Su Yue Zhou 98 67 0 21 Jul 2020
Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning NetworkIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2020 Xin Wu Wei Li Danfeng Hong Jiaojiao Tian R. Tao Q. Du 115 57 0 16 Jul 2020
Remote Sensing Image Scene Classification with Deep Neural Networks in JPEG 2000 Compressed Domain Akshara Preethy Byju Gencer Sumbul Begüm Demir Lorenzo Bruzzone 157 21 0 20 Jun 2020
Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and OpportunitiesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2020 Gong Cheng Xingxing Xie Junwei Han Lei Guo Guisong Xia VLM 222 730 0 03 May 2020
A Biologically Interpretable Two-stage Deep Neural Network (BIT-DNN) For Vegetation Recognition From Hyperspectral Imagery Yue Shi Liangxiu Han Wenjiang Huang Sheng Chang Yingying Dong Darren Dancey Lianghao Han 146 2 0 19 Apr 2020
Is Discriminator a Good Feature Extractor? Xin Mao Zhaoyu Su P. S. Tan J. Chow Yu-Hsing Wang 93 14 0 02 Dec 2019
In-domain representation learning for remote sensing Maxim Neumann André Susano Pinto Xiaohua Zhai N. Houlsby SSL 179 73 0 15 Nov 2019
Conditional Generative Adversarial Networks for Data Augmentation and Adaptation in Remotely Sensed Imagery J. Howe Kyle Pula Aaron A. Reite GAN 203 20 0 10 Aug 2019
Augmenting correlation structures in spatial data using deep generative models Konstantin Klemmer Adriano Soares Koshiyama Sebastian Flennerhag 224 24 0 23 May 2019
An End-to-End Joint Unsupervised Learning of Deep Model and Pseudo-Classes for Remote Sensing Scene RepresentationIEEE International Joint Conference on Neural Network (IJCNN), 2019 Z. Gong P. Zhong Weidong Hu Fang Liu Bingwei Hui SSL 3DPC 143 2 0 18 Mar 2019
Learning to Clean: A GAN Perspective Monika Sharma Abhishek Verma Lovekesh Vig 94 28 0 28 Jan 2019
Deep Learning Approach for Building Detection in Satellite Multispectral Imagery Geesara Prathap Ilya M. Afanasyev 104 55 0 10 Nov 2018
Unsupervised Deep Features for Remote Sensing Image Matching via Discriminator Network Fnu Mohbat Numan Khurshid M. Taj 147 16 0 15 Oct 2018
SiftingGAN: Generating and Sifting Labeled Samples to Improve the Remote Sensing Image Scene Classification Baseline in vitro Dongao Ma Ping Tang Lijun Zhao GAN 100 82 0 13 Sep 2018