The Effects of Super-Resolution on Object Detection Performance in Satellite Imagery

10 December 2018

Papers citing "The Effects of Super-Resolution on Object Detection Performance in Satellite Imagery"

26 / 26 papers shown

Title
Scale-Invariant Adversarial Attack against Arbitrary-scale Super-resolution Yihao Huang Xin Luo Qing Guo Felix Juefei-Xu Xiaojun Jia Weikai Miao G. Pu Yang Liu 52 1 0 06 Mar 2025
Boundless: Generating Photorealistic Synthetic Data for Object Detection in Urban Streetscapes Mehmet Kerem Turkcan Yuyang Li Chengbo Zang Javad Ghaderi Gil Zussman Z. Kostić 29 1 0 04 Sep 2024
Burst Image Super-Resolution with Base Frame Selection Sanghyun Kim Min Jung Lee Woohyeok Kim Deunsol Jung Jaesung Rim Sunghyun Cho Minsu Cho SupR 33 1 0 25 Jun 2024
Efficient Real-world Image Super-Resolution Via Adaptive Directional Gradient Convolution Long Peng Yang Cao Renjing Pei Wenbo Li Jiaming Guo Xueyang Fu Yang Wang Zheng-Jun Zha 41 12 0 11 May 2024
Constellation Dataset: Benchmarking High-Altitude Object Detection for an Urban Intersection Mehmet Kerem Turkcan Sanjeev Narasimhan Chengbo Zang Gyung Hyun Je Bo Yu Mahshid Ghasemi Javad Ghaderi Gil Zussman Z. Kostić 33 2 0 25 Apr 2024
DiffusionSat: A Generative Foundation Model for Satellite Imagery Samar Khanna Patrick Liu Linqi Zhou Chenlin Meng Robin Rombach Marshall Burke David B. Lobell Stefano Ermon 24 57 0 06 Dec 2023
Rethinking Intersection Over Union for Small Object Detection in Few-Shot Regime Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 19 6 0 17 Jul 2023
Learning to Select Camera Views: Efficient Multiview Understanding at Few Glances Yunzhong Hou Stephen Gould Liang Zheng 14 1 0 10 Mar 2023
Lessons Learned Report: Super-Resolution for Detection Tasks in Engineering Problem-Solving Martin Feder M. Horovitz Assaf Chen R. Linker O. M. Shir SupR 21 0 0 01 Mar 2023
Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning Colorado Reed Ritwik Gupta Shufan Li S. Brockman Christopher Funk Brian Clipp Kurt Keutzer Salvatore Candido M. Uyttendaele Trevor Darrell 121 169 0 30 Dec 2022
QMRNet: Quality Metric Regression for EO Image Quality Assessment and Super-Resolution David Berga Pau Gallés K. Takáts Eva Mohedano Laura Riordan-Chen Clara Garcia-Moll David Vilaseca Javier Marín SupR 22 2 0 12 Oct 2022
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery Jiaqi Zhang Jie Lei Weiying Xie Zhenman Fang Yunsong Li Qian Du ObjD 24 171 0 27 Sep 2022
A heterogeneous group CNN for image super-resolution Chunwei Tian Yanning Zhang W. Zuo Chia-Wen Lin David C. Zhang Yixuan Yuan SupR 45 59 0 26 Sep 2022
Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark Chang Xu Jinwang Wang Wen Yang Huai Yu Lei Yu Guisong Xia 30 156 0 28 Jun 2022
Data Generation for Satellite Image Classification Using Self-Supervised Representation Learning S. Gulyanon W. Limprasert Pokpong Songmuang R. Kongkachandra SSL 11 1 0 28 May 2022
Tracking Urbanization in Developing Regions with Remote Sensing Spatial-Temporal Super-Resolution Yutong He William Zhang Chenlin Meng Marshall Burke David B. Lobell Stefano Ermon 21 2 0 04 Apr 2022
Multi-Spectral Multi-Image Super-Resolution of Sentinel-2 with Radiometric Consistency Losses and Its Effect on Building Delineation Muhammed Razzak Gonzalo Mateo-García L. Gómez-Chova Y. Gal F. Kalaitzis 21 39 0 05 Nov 2021
Physical Adversarial Attacks on an Aerial Imagery Object Detector Andrew Du Bo Chen Tat-Jun Chin Yee Wei Law Michele Sasdelli Ramesh Rajasegaran Dillon Campbell AAML 28 60 0 26 Aug 2021
Adapting Vehicle Detector to Target Domain by Adversarial Prediction Alignment Yohei Koga H. Miyazaki Ryosuke Shibasaki 16 1 0 06 Jul 2021
Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis Yutong He Dingjie Wang Nicholas Lai William Zhang Chenlin Meng Marshall Burke David B. Lobell Stefano Ermon 16 24 0 22 Jun 2021
A Comprehensive Review of Deep Learning-based Single Image Super-resolution S. M. A. Bashir Yi Wang Mahrukh Khan Yilong Niu SupR AI4Cl 27 112 0 18 Feb 2021
The Multi-Temporal Urban Development SpaceNet Dataset A. V. Etten Daniel Hogan J. Martinez-Manso Jacob Shermeyer N. Weir Ryan Lewis 18 68 0 08 Feb 2021
Super-resolution Guided Pore Detection for Fingerprint Recognition Syeda Nyma Ferdous Ali Dabouei J. Dawson Nasser M. Nasrabadi 17 1 0 10 Dec 2020
Tarsier: Evolving Noise Injection in Super-Resolution GANs Baptiste Roziere Nathanal Carraz Rakotonirina Vlad Hosu Andry Rasoanaivo Hanhe Lin Camille Couprie O. Teytaud 30 6 0 25 Sep 2020
Joint-SRVDNet: Joint Super Resolution and Vehicle Detection Network Moktari Mostofa Syeda Nyma Ferdous B. Riggan Nasser M. Nasrabadi SupR 14 38 0 03 May 2020
An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation M. B. Pereira J. A. dos Santos 14 11 0 17 Mar 2020