A Global Context-aware and Batch-independent Network for road extraction from VHR satellite imagery
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
A Global Context-aware and Batch-independent Network for road extraction from VHR satellite imagery
Authors
Keywords
Road extraction, Deep learning, Global Context-aware block, FRN layer, Roads dataset
Journal
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
Volume 175, Issue -, Pages 353-365
Publisher
Elsevier BV
Online
2021-04-06
DOI
10.1016/j.isprsjprs.2021.03.016
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- ResUNet-a: A deep learning framework for semantic segmentation of remotely sensed data
- (2020) Foivos I. Diakogiannis et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Deep learning in environmental remote sensing: Achievements and challenges
- (2020) Qiangqiang Yuan et al. REMOTE SENSING OF ENVIRONMENT
- Building Extraction from High Spatial Resolution Remote Sensing Images via Multiscale-Aware and Segmentation-Prior Conditional Random Fields
- (2020) Qiqi Zhu et al. Remote Sensing
- Road Segmentation for Remote Sensing Images Using Adversarial Spatial Pyramid Networks
- (2020) Pourya Shamsolmoali et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- JointNet: A Common Neural Network for Road and Building Extraction
- (2019) Zhengxin Zhang et al. Remote Sensing
- Topology-Aware Road Network Extraction via Multi-Supervised Generative Adversarial Networks
- (2019) Yang Zhang et al. Remote Sensing
- Road Extraction by Using Atrous Spatial Pyramid Pooling Integrated Encoder-Decoder Network and Structural Similarity Loss
- (2019) Hao He et al. Remote Sensing
- Aerial Image Road Extraction Based on an Improved Generative Adversarial Network
- (2019) Xiangrong Zhang et al. Remote Sensing
- Detecting Large-Scale Urban Land Cover Changes from Very High Resolution Remote Sensing Images Using CNN-Based Classification
- (2019) Chi Zhang et al. ISPRS International Journal of Geo-Information
- Road Detection and Centerline Extraction Via Deep Recurrent Convolutional Neural Network U-Net
- (2019) Xiaofei Yang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Multi-Scale and Multi-Task Deep Learning Framework for Automatic Road Extraction
- (2019) Xiaoyan Lu et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Lane-Level Road Extraction from High-Resolution Optical Satellite Images
- (2019) Jiguang Dai et al. Remote Sensing
- Road Extraction from Very High Resolution Images Using Weakly labeled OpenStreetMap Centerline
- (2019) Songbing Wu et al. ISPRS International Journal of Geo-Information
- Spatial information inference net: Road extraction using road-specific contextual information
- (2019) Chao Tao et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND 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
- A Review of Motion Planning for Highway Autonomous Driving
- (2019) Laurene Claussmann et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- Road Extraction by Deep Residual U-Net
- (2018) Zhengxin Zhang et al. IEEE Geoscience and Remote Sensing Letters
- Integrating fuzzy object based image analysis and ant colony optimization for road extraction from remotely sensed images
- (2018) Mehdi Maboudi et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Urban land-use mapping using a deep convolutional neural network with high spatial resolution multispectral remote sensing imagery
- (2018) Bo Huang et al. REMOTE SENSING OF ENVIRONMENT
- An End-to-end Neural Network for Road Extraction from Remote Sensing Imagery by Multiple Feature Pyramid Network
- (2018) Xun Gao et al. IEEE Access
- Road Extraction from VHR Remote-Sensing Imagery via Object Segmentation Constrained by Gabor Features
- (2018) Li Chen et al. ISPRS International Journal of Geo-Information
- 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
- SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
- (2017) Vijay Badrinarayanan et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Separate segmentation of multi-temporal high-resolution remote sensing images for object-based change detection in urban area
- (2017) Xueliang Zhang et al. REMOTE SENSING OF ENVIRONMENT
- Rural Road Extraction from High-Resolution Remote Sensing Images Based on Geometric Feature Inference
- (2017) Jian Liu et al. ISPRS International Journal of Geo-Information
- 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
- Road Network Extraction via Aperiodic Directional Structure Measurement
- (2016) Yu Zang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Updating urban extents with nighttime light imagery by using an object-based thresholding method
- (2016) Yanhua Xie et al. REMOTE SENSING OF ENVIRONMENT
- High spatial resolution night-time light images for demographic and socio-economic studies
- (2012) Noam Levin et al. REMOTE SENSING OF ENVIRONMENT
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now