Deep Learning Approaches Applied to Remote Sensing Datasets for Road Extraction: A State-Of-The-Art Review
出版年份 2020 全文链接
标题
Deep Learning Approaches Applied to Remote Sensing Datasets for Road Extraction: A State-Of-The-Art Review
作者
关键词
-
出版物
Remote Sensing
Volume 12, Issue 9, Pages 1444
出版商
MDPI AG
发表日期
2020-05-05
DOI
10.3390/rs12091444
参考文献
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- Urban Development Modeling Using Integrated Fuzzy Systems, Ordered Weighted Averaging (OWA), and Geospatial Techniques
- (2020) Neda Ghasemkhani et al. Sustainability
- Road segmentation of cross-modal remote sensing images using deep segmentation network and transfer learning
- (2019) Hao He et al. Industrial Robot-The International Journal of Robotics Research and Application
- A Y-Net deep learning method for road segmentation using high-resolution visible remote sensing images
- (2019) Ye Li et al. Remote Sensing Letters
- Road Extraction from High-Resolution Remote Sensing Imagery Using Refined Deep Residual Convolutional Neural Network
- (2019) Lin Gao et al. Remote Sensing
- Road Extraction of High-Resolution Remote Sensing Images Derived from DenseUNet
- (2019) Jiang Xin et al. Remote Sensing
- HsgNet: A Road Extraction Network Based on Global Perception of High-Order Spatial Information
- (2019) Yan Xie et al. ISPRS International Journal of Geo-Information
- Road Extraction by Deep Residual U-Net
- (2018) Zhengxin Zhang et al. IEEE Geoscience and Remote Sensing Letters
- UFCN: a fully convolutional neural network for road extraction in RGB imagery acquired by remote sensing from an unmanned aerial vehicle
- (2018) Ramesh Kestur et al. Journal of Applied Remote Sensing
- Road Detection From Remote Sensing Images by Generative Adversarial Networks
- (2018) Qian Shi et al. IEEE Access
- Road Segmentation in SAR Satellite Images With Deep Fully Convolutional Neural Networks
- (2018) Corentin Henry et al. IEEE Geoscience and Remote Sensing Letters
- Road Extraction from High-Resolution Remote Sensing Imagery Using Deep Learning
- (2018) Yongyang Xu et al. Remote Sensing
- Road Extraction From a High Spatial Resolution Remote Sensing Image Based on Richer Convolutional Features
- (2018) Zhaoli Hong et al. IEEE Access
- Multiscale road centerlines extraction from high-resolution aerial imagery
- (2018) Ruyi Liu et al. NEUROCOMPUTING
- Road Structure Refined CNN for Road Extraction in Aerial Image
- (2017) Yanan Wei et al. IEEE Geoscience and Remote Sensing Letters
- Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification
- (2017) Emmanuel Maggiori et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Hyperspectral Image Classification Using Deep Pixel-Pair Features
- (2017) Wei Li et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Dense Semantic Labeling of Subdecimeter Resolution Images With Convolutional Neural Networks
- (2017) Michele Volpi et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Automatic Road Detection and Centerline Extraction via Cascaded End-to-End Convolutional Neural Network
- (2017) Guangliang Cheng et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Road Recognition From Remote Sensing Imagery Using Incremental Learning
- (2017) Jing Zhang et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
- (2017) Vijay Badrinarayanan et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Quality assessment of building footprint data using a deep autoencoder network
- (2017) Yongyang Xu et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Simultaneous extraction of roads and buildings in remote sensing imagery with convolutional neural networks
- (2017) Rasha Alshehhi et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Hierarchical graph-based segmentation for extracting road networks from high-resolution satellite images
- (2017) Rasha Alshehhi et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Investigation of SVM and Level Set Interactive Methods for Road Extraction from Google Earth Images
- (2017) Abolfazl Abdollahi et al. Journal of the Indian Society of Remote Sensing
- Segment-before-Detect: Vehicle Detection and Classification through Semantic Segmentation of Aerial Images
- (2017) Nicolas Audebert et al. Remote Sensing
- Road Segmentation of Remotely-Sensed Images Using Deep Convolutional Neural Networks with Landscape Metrics and Conditional Random Fields
- (2017) Teerapong Panboonyuen et al. Remote Sensing
- Detection of tomatoes using spectral-spatial methods in remotely sensed RGB images captured by UAV
- (2016) J. Senthilnath et al. BIOSYSTEMS ENGINEERING
- Convolutional Neural Network Based Automatic Object Detection on Aerial Images
- (2016) Igor Sevo et al. IEEE Geoscience and Remote Sensing Letters
- Road Extraction From Very High Resolution Remote Sensing Optical Images Based on Texture Analysis and Beamlet Transform
- (2016) Moslem Ouled Sghaier et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- MRF-based segmentation and unsupervised classification for building and road detection in peri-urban areas of high-resolution satellite images
- (2016) Ilias Grinias et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A New Approach to Urban Road Extraction Using High-Resolution Aerial Image
- (2016) Jianhua Wang et al. ISPRS International Journal of Geo-Information
- An Object-Based Method for Road Network Extraction in VHR Satellite Images
- (2015) Zelang Miao et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Road network extraction: a neural-dynamic framework based on deep learning and a finite state machine
- (2015) Jun Wang et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Automatic registration of UAV-borne sequent images and LiDAR data
- (2015) Bisheng Yang et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Analysis on causes of flash flood in Jeddah city (Kingdom of Saudi Arabia) of 2009 and 2011 using multi-sensor remote sensing data and GIS
- (2015) Ahmed M. Youssef et al. Geomatics Natural Hazards & Risk
- Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery
- (2015) Fan Hu et al. Remote Sensing
- Main Road Extraction from ZY-3 Grayscale Imagery Based on Directional Mathematical Morphology and VGI Prior Knowledge in Urban Areas
- (2015) Bo Liu et al. PLoS One
- Detecting Cars in UAV Images With a Catalog-Based Approach
- (2014) Thomas Moranduzzo et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- GIS-based sustainable city compactness assessment using integration of MCDM, Bayes theorem and RADAR technology
- (2014) Saleh Abdullahi et al. Geocarto International
- Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
- (2013) David Moher ANNALS OF INTERNAL MEDICINE
- An Integrated Method for Urban Main-Road Centerline Extraction From Optical Remotely Sensed Imagery
- (2013) Wenzhong Shi et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Road Extraction From SAR Imagery Based on Multiscale Geometric Analysis of Detector Responses
- (2012) Chu He et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Road Extraction from High-Resolution SAR Images via Automatic Local Detecting and Human-Guided Global Tracking
- (2012) Jianghua Cheng et al. International Journal of Antennas and Propagation
- Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends
- (2011) Qihao Weng REMOTE SENSING OF ENVIRONMENT
- Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
- (2009) David Moher et al. PLOS MEDICINE
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