Image Augmentation for Satellite Images

Image Augmentation for Satellite Images

29 July 2022

Oluwadara Adedeji

Olayiwola F Arowolo

Papers citing "Image Augmentation for Satellite Images"

16 / 16 papers shown

Title
Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative Study Raoof Naushad Tarunpreet Kaur Ebrahim Ghaderpour 43 131 0 06 Oct 2021
Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks Aditya Kulkarni Tharun Mohandoss Daniel Northrup Ernest Mwebaze Hamed Alemohammad GAN MedIm SSeg 33 4 0 05 Dec 2020
Early Stopping in Deep Networks: Double Descent and How to Eliminate it Reinhard Heckel Fatih Yilmaz 34 44 0 20 Jul 2020
An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow Mohamed Abdelhack ViT 8 10 0 30 Mar 2020
Realistic River Image Synthesis using Deep Generative Adversarial Networks A. Gautam M. Sit Ibrahim Demir AI4CE GAN 41 49 0 14 Feb 2020
Cycle-Consistent Adversarial Networks for Realistic Pervasive Change Generation in Remote Sensing Imagery C. Ren A. Ziemann A. Durieux J. Theiler GAN 18 11 0 28 Nov 2019
A Preliminary Study on Data Augmentation of Deep Learning for Image Classification Benlin Hu Cheng-Hsun Lei Dong Wang Shu Zhang Zhenyu Chen 25 49 0 09 Jun 2019
High-resolution Deep Convolutional Generative Adversarial Networks J. Curtò I. Zarza Fernando de la Torre Irwin King Michael R. Lyu GAN 39 35 0 17 Nov 2017
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification P. Helber B. Bischke Andreas Dengel Damian Borth 71 1,768 0 31 Aug 2017
Improving Deep Learning using Generic Data Augmentation Luke Taylor G. Nitschke 25 383 0 20 Aug 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 82 9,509 0 31 Mar 2017
MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification Daoyu Lin Kun Fu Yang Wang Guangluan Xu Xian Sun GAN 40 174 0 28 Dec 2016
Active Deep Learning for Classification of Hyperspectral Images Peng Liu Hui Zhang K. Eom 20 229 0 30 Nov 2016
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 214 13,968 0 19 Nov 2015
DeepSat - A Learning framework for Satellite Imagery Saikat Basu S. Ganguly S. Mukhopadhyay Robert DiBiano Manohar Karki R. Nemani 24 337 0 11 Sep 2015
Efficient Object Localization Using Convolutional Networks Jonathan Tompson Ross Goroshin Arjun Jain Yann LeCun C. Bregler 3DH 87 1,346 0 16 Nov 2014