Water body classification from high-resolution optical remote sensing imagery: Achievements and perspectives
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Title
Water body classification from high-resolution optical remote sensing imagery: Achievements and perspectives
Authors
Keywords
Water body classification, High-resolution, Optical remote sensing (RS) image, Deep learning (DL)
Journal
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
Volume 187, Issue -, Pages 306-327
Publisher
Elsevier BV
Online
2022-03-25
DOI
10.1016/j.isprsjprs.2022.03.013
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Note: Only part of the references are listed.- Combining deep learning and ontology reasoning for remote sensing image semantic segmentation
- (2022) Yansheng Li et al. KNOWLEDGE-BASED SYSTEMS
- DKDFN: Domain Knowledge-Guided deep collaborative fusion network for multimodal unitemporal remote sensing land cover classification
- (2022) Yansheng Li et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Combining Deep Semantic Segmentation Network and Graph Convolutional Neural Network for Semantic Segmentation of Remote Sensing Imagery
- (2021) Song Ouyang et al. Remote Sensing
- Boundary-Aware Refined Network for Automatic Building Extraction in Very High-Resolution Urban Aerial Images
- (2021) Yuwei Jin et al. Remote Sensing
- Multitemporal Water Extraction of Dongting Lake and Poyang Lake Based on an Automatic Water Extraction and Dynamic Monitoring Framework
- (2021) Juanjuan Li et al. Remote Sensing
- Learning deep semantic segmentation network under multiple weakly-supervised constraints for cross-domain remote sensing image semantic segmentation
- (2021) Yansheng Li et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Rich CNN Features for Water-Body Segmentation from Very High Resolution Aerial and Satellite Imagery
- (2021) Zhili Zhang et al. Remote Sensing
- Robust deep alignment network with remote sensing knowledge graph for zero-shot and generalized zero-shot remote sensing image scene classification
- (2021) Yansheng Li et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Urban road mapping based on an end-to-end road vectorization mapping network framework
- (2021) Dingyuan Chen et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Water Extraction in SAR Images Using Features Analysis and Dual-Threshold Graph Cut Model
- (2021) Linan Bao et al. Remote Sensing
- MSResNet: Multiscale Residual Network via Self-Supervised Learning for Water-Body Detection in Remote Sensing Imagery
- (2021) Bo Dang et al. Remote Sensing
- Urban Water Extraction with UAV High-Resolution Remote Sensing Data Based on an Improved U-Net Model
- (2021) Wenning Li et al. Remote Sensing
- UAVs in Disaster Management: Application of Integrated Aerial Imagery and Convolutional Neural Network for Flood Detection
- (2021) Hafiz Suliman Munawar et al. Sustainability
- Learning Deep Cross-Modal Embedding Networks for Zero-Shot Remote Sensing Image Scene Classification
- (2021) Yansheng Li et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Boundary Enhancement Semantic Segmentation for Building Extraction From Remote Sensed Image
- (2021) Hoin Jung et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery
- (2021) Nosheen Abid et al. International Journal of Applied Earth Observation and Geoinformation
- An applicable and automatic method for earth surface water mapping based on multispectral images
- (2021) Xin Luo et al. International Journal of Applied Earth Observation and Geoinformation
- Multi-scale context extractor network for water-body extraction from high-resolution optical remotely sensed images
- (2021) Jian Kang et al. International Journal of Applied Earth Observation and Geoinformation
- Comparative Analysis of Machine Learning Algorithms in Automatic Identification and Extraction of Water Boundaries
- (2021) Aimin Li et al. Applied Sciences-Basel
- Physics-Based Shadow Image Decomposition for Shadow Removal
- (2021) Hieu Le et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Intelligent Object Recognition of Urban Water Bodies Based on Deep Learning for Multi-Source and Multi-Temporal High Spatial Resolution Remote Sensing Imagery
- (2020) Shiran Song et al. SENSORS
- Weakly Supervised Deep Learning for Segmentation of Remote Sensing Imagery
- (2020) Sherrie Wang et al. Remote Sensing
- Thick cloud and cloud shadow removal in multitemporal imagery using progressively spatio-temporal patch group deep learning
- (2020) Qiang Zhang et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- An Improved Boundary-Aware Perceptual Loss for Building Extraction from VHR Images
- (2020) Yan Zhang et al. Remote Sensing
- Accounting for Uncertainty and Reconstruction of Flooding Patterns Based on Multi-Satellite Imagery and Support Vector Machine Technique: A Case Study of Can Tho City, Vietnam
- (2020) Sastry Dhara et al. Water
- A Multi-Scale Water Extraction Convolutional Neural Network (MWEN) Method for GaoFen-1 Remote Sensing Images
- (2020) Hongxiang Guo et al. ISPRS International Journal of Geo-Information
- Water Areas Segmentation from Remote Sensing Images Using a Separable Residual SegNet Network
- (2020) Liguo Weng et al. ISPRS International Journal of Geo-Information
- 2020 IEEE GRSS Data Fusion Contest: Global Land Cover Mapping With Weak Supervision [Technical Committees]
- (2020) Naoto Yokoya et al. IEEE Geoscience and Remote Sensing Magazine
- Semantic Segmentation of Large-Size VHR Remote Sensing Images Using a Two-Stage Multiscale Training Architecture
- (2020) Lei Ding et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- A novel water body extraction neural network (WBE-NN) for optical high-resolution multispectral imagery
- (2020) Yang Chen et al. JOURNAL OF HYDROLOGY
- Rapid worldwide growth of glacial lakes since 1990
- (2020) Dan H. Shugar et al. Nature Climate Change
- Glacial Lakes Mapping Using Multi Satellite PlanetScope Imagery and Deep Learning
- (2020) Nida Qayyum et al. ISPRS International Journal of Geo-Information
- A self-attention capsule feature pyramid network for water body extraction from remote sensing imagery
- (2020) Yongtao Yu et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Accurate cloud detection in high-resolution remote sensing imagery by weakly supervised deep learning
- (2020) Yansheng Li et al. REMOTE SENSING OF ENVIRONMENT
- MSLWENet: A Novel Deep Learning Network for Lake Water Body Extraction of Google Remote Sensing Images
- (2020) Zhaobin Wang et al. Remote Sensing
- Assessing the Threat of Adversarial Examples on Deep Neural Networks for Remote Sensing Scene Classification: Attacks and Defenses
- (2020) Yonghao Xu et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Image retrieval from remote sensing big data: A survey
- (2020) Yansheng Li et al. Information Fusion
- Smart solutions for smart cities: Urban wetland mapping using very-high resolution satellite imagery and airborne LiDAR data in the City of St. John's, NL, Canada
- (2020) Masoud Mahdianpari et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- River Planform Extraction From High-Resolution SAR Images via Generalized Gamma Distribution Superpixel Classification
- (2020) Odysseas A. Pappas et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Error-Tolerant Deep Learning for Remote Sensing Image Scene Classification
- (2020) Yansheng Li et al. IEEE Transactions on Cybernetics
- Deep High-Resolution Representation Learning for Visual Recognition
- (2020) Jingdong Wang et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Fusion Feature Multi-Scale Pooling for Water Body Extraction from Optical Panchromatic Images
- (2019) Baogui Qi et al. Remote Sensing
- Deep Convolutional Neural Network for Flood Extent Mapping Using Unmanned Aerial Vehicles Data
- (2019) Asmamaw Gebrehiwot et al. SENSORS
- A Novel Fully Automated Mapping of the Flood Extent on SAR Images Using a Supervised Classifier
- (2019) Abdelhakim Benoudjit et al. Remote Sensing
- Inundation Extent Mapping by Synthetic Aperture Radar: A Review
- (2019) Xinyi Shen et al. Remote Sensing
- Review of Artificial Intelligence Adversarial Attack and Defense Technologies
- (2019) Shilin Qiu et al. Applied Sciences-Basel
- Adversarial Examples: Attacks and Defenses for Deep Learning
- (2019) Xiaoyong Yuan et al. IEEE Transactions on Neural Networks and Learning Systems
- Thick Cloud Removal in High-Resolution Satellite Images Using Stepwise Radiometric Adjustment and Residual Correction
- (2019) Zhiwei Li et al. Remote Sensing
- Multi-modal deep learning for landform recognition
- (2019) Lin Du et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Flood mapping under vegetation using single SAR acquisitions
- (2019) S. Grimaldi et al. REMOTE SENSING OF ENVIRONMENT
- Multiscale Refinement Network for Water-Body Segmentation in High-Resolution Satellite Imagery
- (2019) Lunhao Duan et al. IEEE Geoscience and Remote Sensing Letters
- Seeing Through the Clouds With DeepWaterMap
- (2019) Leo F. Isikdogan et al. IEEE Geoscience and Remote Sensing Letters
- Automatic Water-Body Segmentation From High-Resolution Satellite Images via Deep Networks
- (2018) Ziming Miao et al. IEEE Geoscience and Remote Sensing Letters
- Multilabel Remote Sensing Image Retrieval Using a Semisupervised Graph-Theoretic Method
- (2018) Bindita Chaudhuri et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
- (2018) Liang-Chieh Chen et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Beyond RGB: Very high resolution urban remote sensing with multimodal deep networks
- (2018) Nicolas Audebert et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Detecting, Extracting, and Monitoring Surface Water From Space Using Optical Sensors: A Review
- (2018) Chang Huang et al. REVIEWS OF GEOPHYSICS
- Semantic Labeling of High Resolution Aerial Imagery and LiDAR Data with Fine Segmentation Network
- (2018) Xuran Pan et al. Remote Sensing
- A Benchmark Dataset for Performance Evaluation of Multi-Label Remote Sensing Image Retrieval
- (2018) Zhenfeng Shao et al. Remote Sensing
- Building Extraction in Very High Resolution Remote Sensing Imagery Using Deep Learning and Guided Filters
- (2018) Yongyang Xu et al. Remote Sensing
- A Review on Applications of Remote Sensing and Geographic Information Systems (GIS) in Water Resources and Flood Risk Management
- (2018) Xianwei Wang et al. Water
- Extraction of Urban Water Bodies from High-Resolution Remote-Sensing Imagery Using Deep Learning
- (2018) Yang Chen et al. Water
- Fully Convolutional Networks for Multisource Building Extraction From an Open Aerial and Satellite Imagery Data Set
- (2018) IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Deep networks under scene-level supervision for multi-class geospatial object detection from remote sensing images
- (2018) Yansheng Li et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Evaluation of Water Indices for Surface Water Extraction in a Landsat 8 Scene of Nepal
- (2018) Tri Acharya et al. SENSORS
- Automatic Mapping of Thermokarst Landforms from Remote Sensing Images Using Deep Learning: A Case Study in the Northeastern Tibetan Plateau
- (2018) Lingcao Huang et al. Remote Sensing
- Two-Step Urban Water Index (TSUWI): A New Technique for High-Resolution Mapping of Urban Surface Water
- (2018) Wei Wu et al. Remote Sensing
- WSF-NET: Weakly Supervised Feature-Fusion Network for Binary Segmentation in Remote Sensing Image
- (2018) Kun Fu et al. Remote Sensing
- Water Body Extraction From Very High-Resolution Remote Sensing Imagery Using Deep U-Net and a Superpixel-Based Conditional Random Field Model
- (2018) Wenqing Feng et al. IEEE Geoscience and Remote Sensing Letters
- Automatic and Unsupervised Water Body Extraction Based on Spectral-Spatial Features Using GF-1 Satellite Imagery
- (2018) Yongjun Zhang et al. IEEE Geoscience and Remote Sensing Letters
- River Extraction From High-Resolution SAR Images Combining a Structural Feature Set and Mathematical Morphology
- (2017) Moslem Ouled Sghaier et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Mapping Thermokarst Lakes on the Qinghai–Tibet Plateau Using Nonlocal Active Contours in Chinese GaoFen-2 Multispectral Imagery
- (2017) Bangsen Tian et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry
- (2017) Telmo Adão et al. Remote Sensing
- Automated Extraction of Urban Water Bodies from ZY‐3 Multi‐Spectral Imagery
- (2017) Fan Yang et al. Water
- Semantic Annotation of High-Resolution Satellite Images via Weakly Supervised Learning
- (2016) Xiwen Yao et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- A novel water index for urban high-resolution eight-band WorldView-2 imagery
- (2016) Cong Xie et al. International Journal of Digital Earth
- Multi-temporal and multi-source remote sensing image classification by nonlinear relative normalization
- (2016) Devis Tuia et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A survey on object detection in optical remote sensing images
- (2016) Gong Cheng et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- High-resolution mapping of global surface water and its long-term changes
- (2016) Jean-François Pekel et al. NATURE
- Big Data for Remote Sensing: Challenges and Opportunities
- (2016) Mingmin Chi et al. PROCEEDINGS OF THE IEEE
- Comparing Landsat water index methods for automated water classification in eastern Australia
- (2016) Adrian Fisher et al. REMOTE SENSING OF ENVIRONMENT
- Identification of Water Bodies in a Landsat 8 OLI Image Using a J48 Decision Tree
- (2016) Tri Acharya et al. SENSORS
- Earth's surface water change over the past 30 years
- (2016) Gennadii Donchyts et al. Nature Climate Change
- An inventory of glacial lakes in the Third Pole region and their changes in response to global warming
- (2015) Guoqing Zhang et al. GLOBAL AND PLANETARY CHANGE
- Combining Pixel- and Object-Based Machine Learning for Identification of Water-Body Types From Urban High-Resolution Remote-Sensing Imagery
- (2015) Xin Huang et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
- (2015) Kaiming He et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- High-Resolution Mapping of Urban Surface Water Using ZY-3 Multi-Spectral Imagery
- (2015) Fangfang Yao et al. Remote Sensing
- Image Fusion-Based Change Detection for Flood Extent Extraction Using Bi-Temporal Very High-Resolution Satellite Images
- (2015) Younggi Byun et al. Remote Sensing
- A Natural-Rule-Based-Connection (NRBC) Method for River Network Extraction from High-Resolution Imagery
- (2015) Chuiqing Zeng et al. Remote Sensing
- Detection and Delineation of Localized Flooding from WorldView-2 Multispectral Data
- (2015) Radosław Malinowski et al. Remote Sensing
- Urban Flood Mapping Based on Unmanned Aerial Vehicle Remote Sensing and Random Forest Classifier—A Case of Yuyao, China
- (2015) Quanlong Feng et al. Water
- Semisupervised Manifold Alignment of Multimodal Remote Sensing Images
- (2014) Devis Tuia et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- A Semiautomatic Extraction of Antarctic Lake Features Using Worldview-2 Imagery
- (2014) Shridhar D. Jawak et al. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING
- Floodplain inundation and vegetation dynamics in the Alligator Rivers region (Kakadu) of northern Australia assessed using optical and radar remote sensing
- (2014) D.P. Ward et al. REMOTE SENSING OF ENVIRONMENT
- The Strengths and Limitations in Using the Daily MODIS Open Water Likelihood Algorithm for Identifying Flood Events
- (2014) Catherine Ticehurst et al. Remote Sensing
- Spatio-temporal development of high-mountain lakes in the headwaters of the Amu Darya River (Central Asia)
- (2013) Martin Mergili et al. GLOBAL AND PLANETARY CHANGE
- Object detection in remote sensing imagery using a discriminatively trained mixture model
- (2013) Gong Cheng et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Detecting flooded areas with machine learning techniques: case study of the Selška Sora river flash flood in September 2007
- (2013) Peter Lamovec et al. Journal of Applied Remote Sensing
- Advances in Thermokarst Research
- (2013) S. V. Kokelj et al. PERMAFROST AND PERIGLACIAL PROCESSES
- Modeling and analysis of lake water storage changes on the Tibetan Plateau using multi-mission satellite data
- (2013) Chunqiao Song et al. REMOTE SENSING OF ENVIRONMENT
- Automated Water Extraction Index: A new technique for surface water mapping using Landsat imagery
- (2013) Gudina L. Feyisa et al. REMOTE SENSING OF ENVIRONMENT
- Understanding, management and modelling of urban hydrology and its consequences for receiving waters: A state of the art
- (2012) T.D. Fletcher et al. ADVANCES IN WATER RESOURCES
- Current issues in high-resolution earth observation technology
- (2012) DeRen Li et al. Science China-Earth Sciences
- Landsat mapping of annual inundation (1979–2006) of the Macquarie Marshes in semi-arid Australia
- (2011) Rachael F. Thomas et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Flood hazard in Hunan province of China: an economic loss analysis
- (2008) Xin Huang et al. NATURAL HAZARDS
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