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
Data Generation for Satellite Image Classification Using Self-Supervised Representation Learning S. Gulyanon W. Limprasert Pokpong Songmuang R. Kongkachandra SSL 13 1 0 28 May 2022
Activation Regression for Continuous Domain Generalization with Applications to Crop Classification Samarth Khanna Bram Wallace Kavita Bala B. Hariharan 34 0 0 14 Apr 2022
TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised Learning Chao Tao Ji Qi Guo Zhang Qing Zhu Weipeng Lu Haifeng Li 47 40 0 10 Apr 2022
Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive Segmentation Bo Yuan Danpei Zhao Shuai Shao Zehuan Yuan Changhu Wang 63 14 0 05 Apr 2022
Texture based Prototypical Network for Few-Shot Semantic Segmentation of Forest Cover: Generalizing for Different Geographical Regions Gokul Puthumanaillam Ujjwal Verma 33 17 0 29 Mar 2022
A Review of Landcover Classification with Very-High Resolution Remotely Sensed Optical Images-Analysis Unit,Model Scalability and Transferability R. Qin Tao Liu 37 61 0 07 Feb 2022
DDU-Net: Dual-Decoder-U-Net for Road Extraction Using High-Resolution Remote Sensing Images Ying Wang Yuexing Peng Xinran Liu Wei Li G. C. Alexandropoulos Junchuan Yu D. Ge Weixu Xiang 20 87 0 18 Jan 2022
Predicting Levels of Household Electricity Consumption in Low-Access Settings Simone Fobi Joel Mugyenyi Nathaniel J. Williams V. Modi Jay Taneja 30 3 0 15 Dec 2021
Magnifying Networks for Images with Billions of Pixels Neofytos Dimitriou Ognjen Arandjelovic 28 2 0 12 Dec 2021
Uncertainty, Edge, and Reverse-Attention Guided Generative Adversarial Network for Automatic Building Detection in Remotely Sensed Images Somrita Chattopadhyay A. Kak 22 4 0 10 Dec 2021
Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks Peri Akiva Matthew Purri Matthew J. Leotta SSL 24 58 0 03 Dec 2021
Disaster mapping from satellites: damage detection with crowdsourced point labels Danil Kuzin Olga Isupova Brooke D. Simmons S. Reece 29 8 0 05 Nov 2021
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Junjue Wang Zhuo Zheng A. Ma Xiaoyan Lu Yanfei Zhong 40 328 0 17 Oct 2021
Context-aware Padding for Semantic Segmentation Yu-Hui Huang Marc Proesmans Luc Van Gool SSeg VLM 21 4 0 16 Sep 2021
Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local Enhancement Wenxi Liu Qi Li Xin Lin Weixiang Yang Shengfeng He Yuanlong Yu 29 7 0 06 Sep 2021
Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images Lefei Zhang Meng Lan Jing Zhang Dacheng Tao 26 126 0 28 Aug 2021
CalCROP21: A Georeferenced multi-spectral dataset of Satellite Imagery and Crop Labels Rahul Ghosh Praveen Ravirathinam X. Jia A. Khandelwal David Mulla Vipin Kumar 30 11 0 26 Jul 2021
S2Looking: A Satellite Side-Looking Dataset for Building Change Detection Li Shen Yao Lu Hao Chen Hao Wei Donghai Xie Jiabao Yue Rui Chen Shouye Lv Bitao Jiang 26 141 0 20 Jul 2021
Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery Can Yaris Kaleb Kassaw Bohao Huang Kyle Bradbury Jordan M. Malof 23 20 0 28 Apr 2021
Progressive Semantic Segmentation Chuong Huynh Anh Tran Khoa Luu Minh Hoai 22 89 0 08 Apr 2021
Temporal Cluster Matching for Change Detection of Structures from Satellite Imagery Caleb Robinson Anthony Ortiz J. L. Ferres Brandon R. Anderson Daniel E. Ho 24 9 0 17 Mar 2021
FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery Xian Sun Peijin Wang Zhiyuan Yan F. Xu Ruiping Wang ... Tao Xu M. Weinmann Stefan Hinz Cheng Wang Kun Fu ObjD AI4TS 23 361 0 09 Mar 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
Bidirectional Multi-scale Attention Networks for Semantic Segmentation of Oblique UAV Imagery Ye Lyu G. Vosselman Guisong Xia M. Yang 26 12 0 05 Feb 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 31 115 0 02 Jan 2021
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery XueQing Deng Yi Zhu Yuxin Tian Shawn D. Newsam 21 24 0 08 Dec 2020
SegBlocks: Block-Based Dynamic Resolution Networks for Real-Time Segmentation Thomas Verelst Tinne Tuytelaars SSeg 12 16 0 24 Nov 2020
Adaptive Linear Span Network for Object Skeleton Detection Chang-rui Liu Yunjie Tian Jianbin Jiao QiXiang Ye 39 25 0 08 Nov 2020
PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training An Tran Ali Zonoozi Jagannadan Varadarajan Hannes Kruppa SSeg 37 14 0 14 Oct 2020
Promoting Connectivity of Network-Like Structures by Enforcing Region Separation Doruk Öner Mateusz Koziñski Leonardo Citraro N. Dadap A. Konings Pascal Fua 24 31 0 15 Sep 2020
Comprehensive Semantic Segmentation on High Resolution UAV Imagery for Natural Disaster Damage Assessment Maryam Rahnemoonfar Tashnim Chowdhury Robin Murphy Odair Fernandes 18 35 0 02 Sep 2020
Foveation for Segmentation of Ultra-High Resolution Images Chen Jin Ryutaro Tanno Moucheng Xu T. Mertzanidou Daniel C. Alexander AI4TS 24 4 0 29 Jul 2020
SkyScapes -- Fine-Grained Semantic Understanding of Aerial Scenes S. Azimi C. Henry Lars Sommer Arne Schumann E. Vig 22 56 0 12 Jul 2020
Weakly Supervised Domain Adaptation for Built-up Region Segmentation in Aerial and Satellite Imagery Javed Iqbal Mohsen Ali 17 50 0 05 Jul 2020
Learning Geocentric Object Pose in Oblique Monocular Images Gordon A. Christie Rodrigo Rene Rai Munoz Abujder Kevin Foster Shea Hagstrom Gregory Hager M. Brown MDE 24 31 0 01 Jul 2020
Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment A. Gupta Simon Watson Hujun Yin 20 52 0 10 Jun 2020
Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture Hao Sheng Xiao Chen Jingyi Su Ram Rajagopal Andrew Y. Ng 34 31 0 07 May 2020
The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation Fanjie Kong Bohao Huang Kyle Bradbury Jordan M. Malof 28 38 0 15 Jan 2020
Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis M. Chiu Xingqian Xu Yunchao Wei Zilong Huang Alex Schwing ... David Wilson Adrian Tudor N. Hovakimyan Thomas S. Huang Humphrey Shi 40 152 0 05 Jan 2020
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains Lyndon Chan Mahdi S. Hosseini Konstantinos N. Plataniotis 29 97 0 24 Dec 2019
xBD: A Dataset for Assessing Building Damage from Satellite Imagery Ritwik Gupta Richard Hosfelt Sandra Sajeev N. Patel B. Goodman Jigar Doshi Eric T. Heim Howie Choset Matthew E. Gaston 19 271 0 21 Nov 2019
Dense Fusion Classmate Network for Land Cover Classification Chao Tian Cong Li Jianping Shi 30 33 0 19 Nov 2019
Streetify: Using Street View Imagery And Deep Learning For Urban Streets Development Fahad Alhasoun Marta C. González HAI 22 13 0 18 Nov 2019
MAP-Net: Multi Attending Path Neural Network for Building Footprint Extraction from Remote Sensed Imagery Qing Zhu Cheng Liao Han Hu X. Mei Haifeng Li 28 188 0 26 Oct 2019
City-Scale Road Extraction from Satellite Imagery v2: Road Speeds and Travel Times A. V. Etten 16 41 0 06 Aug 2019
Imbalance-XGBoost: Leveraging Weighted and Focal Losses for Binary Label-Imbalanced Classification with XGBoost Chen Wang Chengyuan Deng Suzhen Wang 14 225 0 05 Aug 2019
Satellite-Net: Automatic Extraction of Land Cover Indicators from Satellite Imagery by Deep Learning Eleonora Bernasconi Francesco Pugliese Diego Zardetto M. Scannapieco 18 2 0 22 Jul 2019
BreizhCrops: A Time Series Dataset for Crop Type Mapping M. Rußwurm Charlotte Pelletier Maximilian Zollner Sébastien Lefèvre Marco Korner AI4TS 29 72 0 28 May 2019
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images Wuyang Chen Ziyu Jiang Zhangyang Wang Kexin Cui Xiaoning Qian 28 151 0 15 May 2019
Understanding urban landuse from the above and ground perspectives: a deep learning, multimodal solution Shivangi Srivastava John E. Vargas-Muñoz D. Tuia 17 137 0 05 May 2019