xView: Objects in Context in Overhead Imagery

Darius Lam, Richard Kuzma, Kevin McGee, Samuel Dooley, Michael Laielli, Matthew Klaric, Yaroslav Bulatov, Brendan McCord

Type: Preprint

Publication Date: 2018-01-01

Citations: 186

DOI: https://doi.org/10.48550/arxiv.1802.07856

View Publication

Locations

arXiv (Cornell University) - View - PDF
DataCite API - View

Similar Works

Action	Title	Year	Authors
+	xView: Objects in Context in Overhead Imagery	2018	Darius Lam Richard S. Kuzma Kevin McGee Samuel Dooley Michael Laielli Matthew Klaric Yaroslav Bulatov Brendan McCord
+ PDF Chat	SpaceNet MVOI: A Multi-View Overhead Imagery Dataset	2019	N. Weir David Lindenbaum Alexei Bastidas Adam Van Etten Varun Kumar Sean McPherson Jacob Shermeyer Hanlin Tang
+ PDF Chat	XS-VID: An Extremely Small Video Object Detection Dataset	2024	Jiahao Guo Ziyang Xu Lianjun Wu Fei Gao Wenyu Liu Xinggang Wang
+	You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery	2018	Adam Van Etten
+	You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery	2018	A. Van Etten
+ PDF Chat	Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges	2021	Jian Ding Nan Xue Gui-Song Xia Xiang Bai Wen Yang Michael Ying Yang Serge Belongie Jiebo Luo Mihai Datcu Marcello Pelillo
+ PDF Chat	Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery	2024	Xavier Bou Gabriele Facciolo Rafael Grompone von Gioi Jean‐Michel Morel Thibaud Ehret
+	Localizing Grouped Instances for Efficient Detection in Low-Resource Scenarios	2020	Amélie Royer Christoph H. Lampert
+ PDF Chat	Localizing Grouped Instances for Efficient Detection in Low-Resource Scenarios	2020	Amélie Royer Christoph H. Lampert
+	Robust Object Detection in Remote Sensing Imagery with Noisy and Sparse Geo-Annotations (Full Version)	2022	Maximilian Bernhard Matthias Schubert
+	EAGLE: Large-scale Dataset for Vehicle Detection in Aerial Imagery	2020	Seyed Majid Azimi Reza Bahmanyar Corenin Henry Franz Kurz
+	Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery	2018	Seyed Majid Azimi Eleonora Vig Reza Bahmanyar Marco Körner Peter Reinartz
+	Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery	2018	Seyed Majid Azimi Eleonora Vig Reza Bahmanyar Marco Körner Peter Reinartz
+ PDF Chat	DOTA: A Large-Scale Dataset for Object Detection in Aerial Images	2018	Gui-Song Xia Xiang Bai Jian Ding Zhen Zhu Serge Belongie Jiebo Luo Mihai Datcu Marcello Pelillo Liangpei Zhang
+	FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery	2021	Xian Sun Peijin Wang Zhiyuan Yan Feng Xu Ruiping Wang Wenhui Diao Jin Chen Jihao Li Yingchao Feng Tao Xu
+ PDF Chat	FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery	2021	Xian Sun Peijin Wang Zhiyuan Yan Feng Xu Ruiping Wang Wenhui Diao Jin Chen Jihao Li Yingchao Feng Tao Xu
+	EAGLE: Large-scale Vehicle Detection Dataset in Real-World Scenarios using Aerial Imagery	2020	Seyed Majid Azimi Reza Bahmanyar Corenin Henry Franz Kurz
+ PDF Chat	EAGLE: Large-Scale Vehicle Detection Dataset in Real-World Scenarios using Aerial Imagery	2021	Seyed Majid Azimi Reza Bahmanyar Corentin Henry Franz Kurz
+ PDF Chat	From Blurry to Brilliant Detection: YOLOv5-Based Aerial Object Detection with Super Resolution	2024	Ragib Amin Nihal Benjamin Yen Katsutoshi Itoyama Kazuhiro Nakadai
+	EAGLE: Large-scale Vehicle Detection Dataset inReal-World Scenarios using Aerial Imagery	2020	Seyed Majid Azimi Reza Bahmanyar Corenin Henry Franz Kurz

Works That Cite This (49)

Action	Title	Year	Authors
+ PDF Chat	Towards Large-Scale Small Object Detection: Survey and Benchmarks	2023	Gong Cheng Xiang Yuan Xiwen Yao Kebing Yan Qinghua Zeng Xingxing Xie Junwei Han
+ PDF Chat	Knowledge Distillation for Object Detection: From Generic To Remote Sensing Datasets	2023	Hoàng-Ân Lê Minh‐Tan Pham
+ PDF Chat	Remote Sensor Design for Visual Recognition With Convolutional Neural Networks	2019	Lucas Jaffe Michael E. Zelinski Wesam Sakla
+ PDF Chat	On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID	2021	Yang Long Gui-Song Xia Shengyang Li Wen Yang Michael Ying Yang Xiao Xiang Zhu Liangpei Zhang Deren Li
+ PDF Chat	Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark	2022	Chang Xu Jinwang Wang Wen Yang Huai Yu Lei Yu Gui-Song Xia
+ PDF Chat	A Visual Active Search Framework for Geospatial Exploration	2024	Anindya Sarkar M Lanier Scott Alfeld Jiarui Feng Roman Garnett Nathan Jacobs Yevgeniy Vorobeychik
+	Measuring Economic Activity From Space: A Case Study Using Flying Airplanes and COVID-19	2021	Maurício Pamplona Segundo Allan Pinto Rodrigo Minetto Ricardo da S. Torres Sudeep Sarkar
+ PDF Chat	Guided Generative Models using Weak Supervision for Detecting Object Spatial Arrangement in Overhead Images	2021	Weiwei Duan Yao‐Yi Chiang Stefan Leyk Johannes Uhl Craig A. Knoblock
+ PDF Chat	Efficient Poverty Mapping from High Resolution Remote Sensing Images	2021	Kumar Ayush Burak Uzkent Kumar Tanmay Marshall Burke David B. Lobell Stefano Ermon
+ PDF Chat	Remote Sensing Object Detection Meets Deep Learning: A metareview of challenges and advances	2023	Xiangrong Zhang Tianyang Zhang Guanchun Wang Peng Zhu Xu Tang Xiuping Jia Licheng Jiao

Works Cited by This (0)

Action	Title	Year	Authors