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On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances and Million-AID

22 June 2020

Papers citing "On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances and Million-AID"

25 / 25 papers shown

Title
Block Annotation: Better Image Annotation for Semantic Segmentation with Sub-Image Decomposition Hubert Lin P. Upchurch Kavita Bala 106 23 0 16 Feb 2020
Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey G. Algan ilkay Ulusoy NoLa VLM 85 333 0 11 Dec 2019
Gliding vertex on the horizontal bounding box for multi-oriented object detection Yongchao Xu Mingtao Fu Qimeng Wang Yukang Wang Kai Chen Guisong Xia X. Bai ObjD 116 661 0 21 Nov 2019
Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark Ke Li G. Wan Gong Cheng L. Meng Junwei Han 64 1,459 0 31 Aug 2019
SEN12MS -- A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion M. Schmitt Lloyd H. Hughes C. Qiu Xiaoxiang Zhu 61 260 0 18 Jun 2019
The VIA Annotation Software for Images, Audio and Video Abhishek Dutta Andrew Zisserman 77 867 0 24 Apr 2019
ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features Xin Wu Danfeng Hong Jiaojiao Tian Jocelyn Chanussot Wei Li R. Tao ObjD 47 187 0 23 Jan 2019
Learning to Learn from Noisy Labeled Data Junnan Li Yongkang Wong Qi Zhao Mohan Kankanhalli NoLa 62 334 0 13 Dec 2018
Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data O. Tasar Y. Tarabalka Pierre Alliez CLL 102 127 0 29 Oct 2018
Fluid Annotation: A Human-Machine Collaboration Interface for Full Image Annotation Mykhaylo Andriluka J. Uijlings V. Ferrari VLM 62 81 0 20 Jun 2018
Vision Meets Drones: A Challenge Peng Fei Zhu Longyin Wen Xiao Bian Haibin Ling Q. Hu 74 400 0 20 Apr 2018
Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++ David Acuna Huan Ling Amlan Kar Sanja Fidler 103 403 0 26 Mar 2018
xView: Objects in Context in Overhead Imagery Darius Lam Richard Kuzma Kevin McGee Samuel Dooley Michael Laielli Matthew K. Klaric Yaroslav Bulatov Brendan McCord ObjD 51 323 0 22 Feb 2018
DOTA: A Large-scale Dataset for Object Detection in Aerial Images Gui-Song Xia X. Bai Jian Ding Zhen Zhu Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo Liangpei Zhang ObjD 127 2,185 0 28 Nov 2017
Deep learning in remote sensing: a review Xiaoxiang Zhu D. Tuia Lichao Mou Gui-Song Xia Liangpei Zhang Feng Xu Friedrich Fraundorfer 82 1,611 0 11 Oct 2017
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification P. Helber B. Bischke Andreas Dengel Damian Borth 154 1,830 0 31 Aug 2017
Extreme clicking for efficient object annotation Dim P. Papadopoulos J. Uijlings Frank Keller V. Ferrari 58 246 0 09 Aug 2017
Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition and Remote Sensing Scene Classification Rao Muhammad Anwer Fahad Shahbaz Khan Joost van de Weijer M. Molinier Jorma T. Laaksonen 66 242 0 05 Jun 2017
Remote Sensing Image Scene Classification: Benchmark and State of the Art Gong Cheng Junwei Han Xiaoqiang Lu 106 2,264 0 01 Mar 2017
A Large Contextual Dataset for Classification, Detection and Counting of Cars with Deep Learning T. Nathan Mundhenk G. Konjevod W. Sakla K. Boakye 82 337 0 14 Sep 2016
AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification Gui-Song Xia Jingwen Hu Fan Hu Baoguang Shi X. Bai Yanfei Zhong Liangpei Zhang 82 1,725 0 18 Aug 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,644 0 06 Apr 2016
Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification Keiller Nogueira O. A. B. Penatti J. A. dos Santos 80 832 0 04 Feb 2016
DeepSat - A Learning framework for Satellite Imagery Saikat Basu S. Ganguly S. Mukhopadhyay Robert DiBiano Manohar Karki R. Nemani 64 338 0 11 Sep 2015
Do We Need More Training Data? Xiangxin Zhu Carl Vondrick Charless C. Fowlkes Deva Ramanan 50 223 0 05 Mar 2015