SyntEO: Synthetic Data Set Generation for Earth Observation and Deep Learning -- Demonstrated for Offshore Wind Farm Detection

6 December 2021

Papers citing "SyntEO: Synthetic Data Set Generation for Earth Observation and Deep Learning -- Demonstrated for Offshore Wind Farm Detection"

20 / 20 papers shown

Title
Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks Peri Akiva Matthew Purri Matthew J. Leotta SSL 51 60 0 03 Dec 2021
Towards a Collective Agenda on AI for Earth Science Data Analysis D. Tuia R. Roscher Jan Dirk Wegner Nathan Jacobs Xiaoxiang Zhu Gustau Camps-Valls AI4CE 64 68 0 11 Apr 2021
Artificial and beneficial -- Exploiting artificial images for aerial vehicle detection I. Weber J. Bongartz R. Roscher 70 11 0 07 Apr 2021
Remote Sensing Image Scene Classification with Self-Supervised Paradigm under Limited Labeled Samples Chao Tao Ji Qi Weipeng Lu Hao Wang Haifeng Li SSL 53 104 0 02 Oct 2020
Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey Arun Das P. Rad XAI 150 601 0 16 Jun 2020
RarePlanes: Synthetic Data Takes Flight Jacob Shermeyer T. Hossler A. V. Etten Daniel Hogan Ryan Lewis Daeil Kim 56 105 0 04 Jun 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 30 9 0 23 Apr 2020
The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation Fanjie Kong Bohao Huang Kyle Bradbury Jordan M. Malof 49 38 0 15 Jan 2020
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI Alejandro Barredo Arrieta Natalia Díaz Rodríguez Javier Del Ser Adrien Bennetot Siham Tabik ... S. Gil-Lopez Daniel Molina Richard Benjamins Raja Chatila Francisco Herrera XAI 116 6,251 0 22 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 96 354 0 25 Sep 2019
Falling Things: A Synthetic Dataset for 3D Object Detection and Pose Estimation Jonathan Tremblay Thang To Stan Birchfield 57 169 0 18 Apr 2018
Deep learning in remote sensing: a review Xiaoxiang Zhu D. Tuia Lichao Mou Gui-Song Xia Liangpei Zhang Feng Xu Friedrich Fraundorfer 72 1,610 0 11 Oct 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 219 8,468 0 17 Jun 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 448 22,095 0 09 Dec 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 288 8,091 0 13 Aug 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 683 37,843 0 20 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.1K 193,814 0 10 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 482 62,122 0 04 Jun 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 304 4,172 0 26 Apr 2015
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 212 8,330 0 06 Nov 2014