DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images

17 May 2018

Papers citing "DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images"

50 / 105 papers shown

Title
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives Xingxing Weng Chao Pang Gui-Song Xia VLM 26 0 0 20 May 2025
Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach Pierre Adorni M. Pham Stéphane May Sébastien Lefèvre 51 0 0 06 May 2025
Adapting In-Domain Few-Shot Segmentation to New Domains without Retraining Qi Fan Kaiqi Liu Nian Liu Hisham Cholakkal Rao Muhammad Anwer Wenbin Li Yang Gao 86 0 0 30 Apr 2025
SRMF: A Data Augmentation and Multimodal Fusion Approach for Long-Tail UHR Satellite Image Segmentation Yulong Guo Zilun Zhang Yongheng Shang Tiancheng Zhao Shuiguang Deng Yingchun Yang Jianwei Yin 68 0 0 28 Apr 2025
Magnifier: A Multi-grained Neural Network-based Architecture for Burned Area Delineation Daniele Rege Cambrin Luca Colomba Paolo Garza 49 0 0 28 Apr 2025
The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs Jonathan Sauder Viktor Domazetoski G. Banc-Prandi Gabriela Perna Anders Meibom D. Tuia 58 0 0 25 Mar 2025
Toward task-driven satellite image super-resolution Maciej Ziaja Pawel Kowaleczko Daniel Kostrzewa Nicolas Longépé M. Kawulok SupR 79 0 0 19 Mar 2025
Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation Deyi Ji Feng Zhao Hongtao Lu Feng Wu Jieping Ye 76 2 0 11 Mar 2025
Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation Models Tongkun Liu Bing Li Xiao Jin Yupeng Shi Qiuying Li Xiang Wei 71 0 0 03 Feb 2025
OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping J. Xia Hongruixuan Chen Clifford Broni-bediako Yimin Wei Jian Song Naoto Yokoya 40 4 0 18 Jan 2025
TAVP: Task-Adaptive Visual Prompt for Cross-domain Few-shot Segmentation Jiaqi Yang Ye Huang Jingxi Hu Xiangjian He Linlin Shen Guoping Qiu VLM 70 1 0 31 Dec 2024
Image-based Detection of Segment Misalignment in Multi-mirror Satellites using Transfer Learning C. T. Fredieu Jonathan A. Tesch Andrew Kee David C. Redding 33 0 0 30 Jul 2024
Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation Michal Muszynski Levente Klein Ademir Ferreira da Silva Anjani Prasad Atluri Carlos Gomes ... Shraddha Singh Steve Meliksetian Campbell Watson Daiki Kimura Harini Srinivasan 43 3 0 28 Jun 2024
Edge-guided and Class-balanced Active Learning for Semantic Segmentation of Aerial Images Lianlei Shan Weiqiang Wang Ke Lv Bin Luo VLM 30 1 0 28 May 2024
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation Jiayi Chen Rong Quan Jie Qin 52 1 0 24 May 2024
A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification Tom Burgert Tim Siebert Kai Norman Clasen Begüm Demir Begüm Demir 54 1 0 22 May 2024
Financial Table Extraction in Image Documents W. Watson Bo Liu 30 4 0 18 Mar 2024
AI Powered Road Network Prediction with Multi-Modal Data N. E. Gengeç E. Tarı Ulas Bagci 38 0 0 28 Dec 2023
DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation Haoran Fan Qi Fan Maurice Pagnucco Yang Song 28 3 0 08 Dec 2023
Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation Supreeth Mysore Venkatesh A. Macaluso Marlon Nuske Matthias Klusch A. Dengel 39 5 0 21 Nov 2023
PanBench: Towards High-Resolution and High-Performance Pansharpening Shiying Wang Xuechao Zou Kai Li Junliang Xing Pin Tao 34 1 0 20 Nov 2023
Can Machine Learning Uncover Insights into Vehicle Travel Demand from Our Built Environment? Zixun Huang Hao Zheng 6 0 0 10 Nov 2023
A Self-Supervised Approach to Land Cover Segmentation Charles Moore Dakota Hester 27 0 0 27 Oct 2023
Cross-dimensional transfer learning in medical image segmentation with deep learning Hicham Messaoudi Ahror Belaid Douraied BEN SALEM Pierre-Henri Conze MedIm 30 24 0 29 Jul 2023
Expediting Building Footprint Extraction from High-resolution Remote Sensing Images via progressive lenient supervision Haonan Guo Bo Du Chen Wu Xin Su Lefei Zhang 21 0 0 23 Jul 2023
HRFNet: High-Resolution Forgery Network for Localizing Satellite Image Manipulation Fahim Faisal Niloy K. Bhaumik Simon S. Woo 21 1 0 20 Jul 2023
GlobalMapper: Arbitrary-Shaped Urban Layout Generation Liu He Daniel G. Aliaga 42 15 0 19 Jul 2023
Dense Affinity Matching for Few-Shot Segmentation Hao Chen Yonghan Dong Zhe-Ming Lu YunLong Yu Yingming Li Jungong Han Zhongfei Zhang 46 8 0 17 Jul 2023
Deep Learning of Crystalline Defects from TEM images: A Solution for the Problem of "Never Enough Training Data" Kishan Govind D. Oliveros A. Dlouhý M. Legros Stefan Sandfeld 30 8 0 12 Jul 2023
Beyond Geo-localization: Fine-grained Orientation of Street-view Images by Cross-view Matching with Satellite Imagery with Supplementary Materials Wenmiao Hu Yichen Zhang Yuxuan Liang Yifang Yin Andrei Georgescu An Tran Hannes Kruppa See-Kiong Ng Roger Zimmermann 32 21 0 07 Jul 2023
Guided Patch-Grouping Wavelet Transformer with Spatial Congruence for Ultra-High Resolution Segmentation Deyi Ji Feng Zhao Hongtao Lu ViT 57 16 0 03 Jul 2023
Geo-Tiles for Semantic Segmentation of Earth Observation Imagery Sebastian Bullinger F. Fervers C. Bodensteiner Michael Arens 20 0 0 01 Jun 2023
A Comprehensive Survey on Segment Anything Model for Vision and Beyond Chunhui Zhang Li Liu Yawen Cui Guanjie Huang Weilin Lin Yiqian Yang Yuehong Hu VLM 48 90 0 14 May 2023
SuperpixelGraph: Semi-automatic generation of building footprint through semantic-sensitive superpixel and neural graph networks Haojia Yu Han Hu Bo Xu Qisen Shang Zhendong Wang Qing Zhu 36 5 0 12 Apr 2023
Road Extraction with Satellite Images and Partial Road Maps Qianxiong Xu Cheng Long Liang Yu Chen Zhang 30 19 0 22 Mar 2023
Optimizing Federated Learning in LEO Satellite Constellations via Intra-Plane Model Propagation and Sink Satellite Scheduling Mohamed Elmahallawy Tie-Mei Luo FedML 21 27 0 27 Feb 2023
An Aligned Multi-Temporal Multi-Resolution Satellite Image Dataset for Change Detection Research Rahul P. Deshmukh Constantine J. Roros Amith Kashyap A. Kak 27 2 0 23 Feb 2023
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels Zifu Wang Xuefei Ning Matthew B. Blaschko VLM 39 12 0 11 Feb 2023
Supervised and Contrastive Self-Supervised In-Domain Representation Learning for Dense Prediction Problems in Remote Sensing Ali Ghanbarzade Hossein Soleimani SSL 36 0 0 29 Jan 2023
Minimum Class Confusion based Transfer for Land Cover Segmentation in Rural and Urban Regions Metehan Yalçin A. Kındıroglu F. Bagci Ufuk Uyan Mahiye Uluyagmur Öztürk 10 2 0 05 Dec 2022
Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover Classification Joseph Early Y.-J. C. Deweese C. Evers Sarvapali Ramchurn 21 1 0 15 Nov 2022
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 34 56 0 15 Nov 2022
False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image Zhaoyang Zhang Xuying Wang X. Mei Chao Tao Haifeng Li 29 20 0 15 Nov 2022
Hierarchical Instance Mixing across Domains in Aerial Segmentation Edoardo Arnaudo A. Tavera F. Dominici Carlo Masone Barbara Caputo 19 7 0 12 Oct 2022
PointScatter: Point Set Representation for Tubular Structure Extraction Dong Wang Zhao Zhang Zi-Long Zhao Yuhang Liu Yihong Chen Liwei Wang 3DPC 47 10 0 13 Sep 2022
Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery Xin-Yi Tong Guisong Xia Xiaoxiang Zhu AI4TS 42 64 0 01 Sep 2022
MKANet: A Lightweight Network with Sobel Boundary Loss for Efficient Land-cover Classification of Satellite Remote Sensing Imagery Zhiqi Zhang W. Lu Jinshan Cao Guangqi Xie 37 15 0 28 Jul 2022
Efficient High-Resolution Deep Learning: A Survey Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis MedIm 26 19 0 26 Jul 2022
Forest and Water Bodies Segmentation Through Satellite Images Using U-Net D. Filatov Ghulam Nabi Ahmad Hassan Yar 14 11 0 12 Jul 2022
High-Definition Map Generation Technologies For Autonomous Driving Zhibin Bao Sabir Hossain H. Lang Xianke Lin 30 32 0 11 Jun 2022