Spaceborne SAR Data for Regional Urban Mapping Using a Robust Building Extractor

Spaceborne SAR Data for Regional Urban Mapping Using a Robust Building Extractor

With the rapid development of urbanization, timely and accurate information on the spatial distribution of urban areas is essential for urban planning, environmental protection and sustainable urban development. To date, the main problem of urban mapping using synthetic aperture radar (SAR) data are...

Full description

Bibliographic Details
Main Authors:	Juanjuan Li, Hong Zhang, Chao Wang, Fan Wu, Lu Li
Format:	Article
Language:	English
Published:	MDPI AG 2020-08-01
Series:	Remote Sensing
Subjects:	building-area mapping deep learning ResNet50 pyramid-pooling module GF-3 SAR
Online Access:	https://www.mdpi.com/2072-4292/12/17/2791

Similar Items

Houseplant leaf classification system based on deep learning algorithms
by: Hersh M. Hama, et al.
Published: (2024-04-01)

A Deep Learning Review of ResNet Architecture for Lung Disease Identification in CXR Image
by: Syifa Auliyah Hasanah, et al.
Published: (2023-12-01)

Automatic Interferogram Selection for SBAS-InSAR Based on Deep Convolutional Neural Networks
by: Yufang He, et al.
Published: (2021-11-01)

Aggregate Channel Features and Fast Regions CNN Approach for Classification of Ship and Iceberg
by: Sivapriya Sethu Ramasubiramanian, et al.
Published: (2023-06-01)

Automatic Detection and Classification of Steel Surface Defect Using Deep Convolutional Neural Networks
by: Shuai Wang, et al.
Published: (2021-02-01)

Robust Learning with Implicit Residual Networks
by: Viktor Reshniak, et al.
Published: (2020-12-01)

Detection of Cytopathic Effects Induced by Influenza, Parainfluenza, and Enterovirus Using Deep Convolution Neural Network
by: Jen-Jee Chen, et al.
Published: (2021-12-01)

Fine-grained image classification method based on hybrid attention module
by: Weixiang Lu, et al.
Published: (2024-05-01)

Unified deep learning models for enhanced lung cancer prediction with ResNet-50–101 and EfficientNet-B3 using DICOM images
by: Vinod Kumar, et al.
Published: (2024-03-01)

Brain Tumor Detection and Classification Using Fine-Tuned CNN with ResNet50 and U-Net Model: A Study on TCGA-LGG and TCIA Dataset for MRI Applications
by: Abdullah A. Asiri, et al.
Published: (2023-06-01)

ResNet-50-NTS digital painting image style classification based on Three-Branch convolutional attention
by: Xiaohong Wang, et al.
Published: (2025-03-01)

LiverNet: Diagnosis of Liver Tumors in Human CT Images
by: Khaled Alawneh, et al.
Published: (2022-05-01)

Water Segmentation for Unmanned Ship Navigation Based on Multi-Scale Feature Fusion
by: Xin Han, et al.
Published: (2025-02-01)

Comparative analysis of deep learning models for crack detection in buildings
by: S. Siva Rama Krishnan, et al.
Published: (2025-01-01)

A Performance Evaluation of Convolutional Neural Network Architectures for Pterygium Detection in Anterior Segment Eye Images
by: Maria Isabel Moreno-Lozano, et al.
Published: (2024-09-01)

Advanced colon cancer detection: Integrating context-aware multi-image fusion (Camif) in a multi-stage framework
by: M.V.R. Vittal
Published: (2025-03-01)

GLClick: Interactive Segmentation Combining Global and Local Features
by: Jiaying Tang, et al.
Published: (2024-12-01)

An Ensemble of Transfer Learning Models for the Prediction of Skin Cancers with Conditional Generative Adversarial Networks
by: Amal Al-Rasheed, et al.
Published: (2022-12-01)

Novel Exploit Feature-Map-Based Detection of Adversarial Attacks
by: Ali Saeed Almuflih, et al.
Published: (2022-05-01)

Improved sarcoidosis disease detection using deep learning and histogram of oriented gradients with quantum SVM
by: Aleka Melese Ayalew, et al.
Published: (2025-02-01)

An effective ensemble approach for classification of chest X-ray images having symptoms of COVID: A precautionary measure for the COVID-19 subvariants
by: Madhumita Pal, et al.
Published: (2024-06-01)

A cascading approach using se-resnext, resnet and feature pyramid network for kidney tumor segmentation
by: Justice Kwame Appati, et al.
Published: (2024-10-01)

A Building Segmentation Network Based on Improved Spatial Pyramid in Remote Sensing Images
by: Hao Bai, et al.
Published: (2021-05-01)

Efficient End-to-End Sentence-Level Lipreading with Temporal Convolutional Networks
by: Tao Zhang, et al.
Published: (2021-07-01)

Enhancing Corn Pest and Disease Recognition through Deep Learning: A Comprehensive Analysis
by: Wenqing Xu, et al.
Published: (2023-08-01)

Cardiac arrhythmia detection using deep learning approach and time frequency representation of ECG signals
by: Yared Daniel Daydulo, et al.
Published: (2023-10-01)

Automatic detection of brain tumors with the aid of ensemble deep learning architectures and class activation map indicators by employing magnetic resonance images
by: Omer Turk, et al.
Published: (2024-05-01)

Facial Expressions Based Automatic Pain Assessment System
by: Thoria Alghamdi, et al.
Published: (2022-06-01)

Identification and Removal of Light Pollution in Maritime Night-Time Images Based on Spatial Frequency Blocks
by: Hui Sun, et al.
Published: (2025-01-01)

Analyzing Noise Robustness of Cochleogram and Mel Spectrogram Features in Deep Learning Based Speaker Recognition
by: Wondimu Lambamo, et al.
Published: (2022-12-01)

FPN-SE-ResNet Model for Accurate Diagnosis of Kidney Tumors Using CT Images
by: Abubaker Abdelrahman, et al.
Published: (2023-08-01)

Voice Frequency-Based Gender Classification Using Convolutional Neural Network for Smart Home
by: Nasaruddin Nasaruddin, et al.
Published: (2024-01-01)

Improved Wildlife Recognition through Fusing Camera Trap Images and Temporal Metadata
by: Lei Liu, et al.
Published: (2024-02-01)

Ultrashort wave satellite channel classification and recognition algorithm based on mirror filled spectrum and LA-ResNet50
by: Shang WU, et al.
Published: (2023-10-01)

Vulnerability Detection and Classification of Ethereum Smart Contracts Using Deep Learning
by: Raed M. Bani-Hani, et al.
Published: (2024-09-01)

Ultrashort wave satellite channel classification and recognition algorithm based on mirror filled spectrum and LA-ResNet50
by: Shang WU, et al.
Published: (2023-10-01)

Augmenting Radiological Diagnostics with AI for Tuberculosis and COVID-19 Disease Detection: Deep Learning Detection of Chest Radiographs
by: Manjur Kolhar, et al.
Published: (2024-06-01)

Performance of Neural Networks in the Prediction of Nitrogen Nutrition in Strawberry Plants
by: Jamile Raquel Regazzo, et al.
Published: (2024-06-01)

Deep Learning of Diabetic Retinopathy Classification in Fundus Images
by: Abeer Ahmed Ali, et al.
Published: (2023-12-01)

Potato Leaf Disease Segmentation Method Based on Improved UNet
by: Jun Fu, et al.
Published: (2023-10-01)