RarePlanes: Synthetic Data Takes Flight

4 June 2020

Papers citing "RarePlanes: Synthetic Data Takes Flight"

34 / 34 papers shown

Title
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives Xingxing Weng Chao Pang Gui-Song Xia VLM 29 0 0 20 May 2025
Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction Jian Song Hongruixuan Chen Naoto Yokoya 36 0 0 11 May 2025
Foundation Models for Remote Sensing: An Analysis of MLLMs for Object Localization Darryl Hannan John Cooper Dylan White Timothy Doster Henry Kvinge Y. Watkins 31 0 0 14 Apr 2025
Infrared Small Target Detection in Satellite Videos: A New Dataset and A Novel Recurrent Feature Refinement Framework Xinyi Ying Li Liu Zaipin Lin Yangsi Shi Yufei Wang Ruojing Li Xu Cao Boyang Li Shilin Zhou Wei An 142 1 0 21 Feb 2025
Improving Object Detection by Modifying Synthetic Data with Explainable AI Nitish Mital Simon Malzard Richard Walters Celso M. De Melo Raghuveer Rao Victoria Nockles 96 0 0 02 Dec 2024
Applications of Knowledge Distillation in Remote Sensing: A Survey Yassine Himeur N. Aburaed O. Elharrouss Iraklis Varlamis Shadi Atalla W. Mansoor Hussain Al Ahmad 54 4 0 18 Sep 2024
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery Jian Song Hongruixuan Chen Weihao Xuan Junshi Xia Naoto Yokoya 37 4 0 26 Jun 2024
Improving Object Detector Training on Synthetic Data by Starting With a Strong Baseline Methodology Frank Ruis Alma M. Liezenga Friso G. Heslinga Luca Ballan Thijs A. Eker Richard J. M. den Hollander Martin C. van Leeuwen Judith Dijk Wyke Huizinga 38 4 0 30 May 2024
Using Game Engines and Machine Learning to Create Synthetic Satellite Imagery for a Tabletop Verification Exercise John L. Hoster Sara Al-Sayed Felix Biessmann Alexander Glaser Kristian Hildebrand Igor Moric Tuong Vy Nguyen 26 1 0 17 Apr 2024
FlightScope: A Deep Comprehensive Assessment of Aircraft Detection Algorithms in Satellite Imagery Safouane El Ghazouali Arnaud Gucciardi Nicola Venturi Michael Rueegsegger Umberto Michelucci 22 4 0 03 Apr 2024
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature Compression Alireza Furutanpey Qiyang Zhang Philipp Raith Tobias Pfandzelter Shangguang Wang Schahram Dustdar 96 4 0 25 Mar 2024
SISP: A Benchmark Dataset for Fine-grained Ship Instance Segmentation in Panchromatic Satellite Images Pengming Feng Mingjie Xie Hongning Liu Xuanjia Zhao Guangjun He Xueliang Zhang Jian Guan 27 1 0 06 Feb 2024
SatDM: Synthesizing Realistic Satellite Image with Semantic Layout Conditioning using Diffusion Models Ethan Brewer Hamid Askarov Imran Ibrahimli Ismat Bakhishov N. Nabiyev DiffM 21 5 0 28 Sep 2023
Impact of architecture on robustness and interpretability of multispectral deep neural networks Charles Godfrey Elise Bishoff Myles Mckay E. Byler 39 0 0 21 Sep 2023
SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection Jian Song Hongruixuan Chen Naoto Yokoya 39 14 0 05 Sep 2023
Whale Detection Enhancement through Synthetic Satellite Images Akshaj Gaur Cheng Liu Xiao-sheng Lin N. Karapetyan Yiannis Aloimonos 27 9 0 15 Aug 2023
ColMix -- A Simple Data Augmentation Framework to Improve Object Detector Performance and Robustness in Aerial Images Cuong Ly Grayson Jorgenson D. R. D. Jesus Henry Kvinge A. Attarian Y. Watkins 19 1 0 22 May 2023
DAVIS-Ag: A Synthetic Plant Dataset for Prototyping Domain-Inspired Active Vision in Agricultural Robots Taeyeong Choi Dario Guevara Zifei Cheng Grisha Bandodkar Chonghan Wang B. Bailey Mason Earles Xin Liu 32 1 0 10 Mar 2023
Aerial Image Object Detection With Vision Transformer Detector (ViTDet) Liya Wang A. Tien 54 7 0 28 Jan 2023
Towards a Taxonomy for the Use of Synthetic Data in Advanced Analytics Peter Kowalczyk Giacomo Welsch Frédéric Thiesse 41 2 0 05 Dec 2022
Multi-Spectral Image Classification with Ultra-Lean Complex-Valued Models Utkarsh Singhal Stella X. Yu Zackery Steck Scott Kangas Aaron A. Reite 18 3 0 21 Nov 2022
Centerpoints Are All You Need in Overhead Imagery James Mason Inder Mark Lowell A. J. Maltenfort 3DPC 39 2 0 04 Oct 2022
MTU-Net: Multi-level TransUNet for Space-based Infrared Tiny Ship Detection Tianhao Wu Boyang Li Yihang Luo Yingqian Wang Chao Xiao Ting-Yuan Liu Jungang Yang Wei An Yulan Guo ViT 20 102 0 28 Sep 2022
Meta-simulation for the Automated Design of Synthetic Overhead Imagery Handi Yu Simiao Ren L. Collins Jordan M. Malof 27 1 0 19 Sep 2022
The Weaknesses of Adversarial Camouflage in Overhead Imagery A. V. Etten AAML 22 7 0 06 Jul 2022
A benchmark dataset for deep learning-based airplane detection: HRPlanes Tolga Bakirman Elif Sertel 24 15 0 22 Apr 2022
SyntEO: Synthetic Data Set Generation for Earth Observation and Deep Learning -- Demonstrated for Offshore Wind Farm Detection Thorsten Hoeser C. Kuenzer 48 20 0 06 Dec 2021
The MIS Check-Dam Dataset for Object Detection and Instance Segmentation Tasks Chintan Tundia Rajiv Kumar O. Damani G. Sivakumar 27 2 0 30 Nov 2021
Machines & Influence: An Information Systems Lens Shashank Yadav 45 1 0 26 Nov 2021
LUAI Challenge 2021 on Learning to Understand Aerial Images Guisong Xia Jian Ding Ming Qian Nan Xue Jiaming Han ... Zhuojun Dong Jie Zhang Qianyue Bao Zixiao Zhang Fang Liu 37 1 0 30 Aug 2021
SIMPL: Generating Synthetic Overhead Imagery to Address Zero-shot and Few-Shot Detection Problems Yang Xu Bohao Huang Xiong Luo Kyle Bradbury Jordan M. Malof 11 4 0 29 Jun 2021
Dense Nested Attention Network for Infrared Small Target Detection Boyang Li Chao Xiao Longguang Wang Yingqian Wang Zaiping Lin Miao Li W. An Yulan Guo 26 407 0 01 Jun 2021
Artificial and beneficial -- Exploiting artificial images for aerial vehicle detection I. Weber J. Bongartz R. Roscher 13 11 0 07 Apr 2021
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges Jian Ding Nan Xue Guisong Xia X. Bai Wen Yang ... Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo Lefei Zhang 187 389 0 24 Feb 2021