Attention-Gate-Based Encoder–Decoder Network for Automatical Building Extraction

Attention-Gate-Based Encoder–Decoder Network for Automatical Building Extraction

Rapidly developing remote sensing technology provides massive data for urban planning, mapping, and disaster management. As a carrier of human productive activities, buildings are essential to both urban dynamic monitoring and suburban construction inspection. Fully-convolutional-network-based metho...

Full description

Bibliographic Details
Main Authors:	Wenjing Deng, Qian Shi, Jun Li
Format:	Article
Language:	English
Published:	IEEE 2021-01-01
Series:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:	Attention gate (AG) building extraction deep learning fully convolutional networks (FCNs) semantic segmentation
Online Access:	https://ieeexplore.ieee.org/document/9351600/

Similar Items

Hippocampal subfields segmentation in brain MR images using generative adversarial networks
by: Yonggang Shi, et al.
Published: (2019-01-01)

BAS<inline-formula><tex-math notation="LaTeX">$^{4}$</tex-math></inline-formula>Net: Boundary-Aware Semi-Supervised Semantic Segmentation Network for Very High Resolution Remote Sensing Images
by: Xian Sun, et al.
Published: (2020-01-01)

Multiscale Attention Gated Network (MAGNet) for Retinal Layer and Macular Cystoid Edema Segmentation
by: Alex Cazanas-Gordon, et al.
Published: (2022-01-01)

SDFCNv2: An Improved FCN Framework for Remote Sensing Images Semantic Segmentation
by: Guanzhou Chen, et al.
Published: (2021-12-01)

Automatic Building Extraction From High-Resolution Aerial Imagery via Fully Convolutional Encoder-Decoder Network With Non-Local Block
by: Shengsheng Wang, et al.
Published: (2020-01-01)

Multi-Attention Bottleneck for Gated Convolutional Encoder-Decoder-Based Speech Enhancement
by: Nasir Saleem, et al.
Published: (2023-01-01)

Building Footprint Extraction From VHR Remote Sensing Images Combined With Normalized DSMs Using Fused Fully Convolutional Networks
by: Ksenia Bittner, et al.
Published: (2018-01-01)

DAU-Net: A medical image segmentation network combining the Hadamard product and dual scale attention gate
by: Xiaoyan Zhang, et al.
Published: (2024-01-01)

Enhancing U-Net with Spatial-Channel Attention Gate for Abnormal Tissue Segmentation in Medical Imaging
by: Trinh Le Ba Khanh, et al.
Published: (2020-08-01)

Water Body Extraction from Sentinel-2 Imagery with Deep Convolutional Networks and Pixelwise Category Transplantation
by: Joshua Billson, et al.
Published: (2023-02-01)

Fully Convolutional Neural Network with Attention Module for Semantic Segmentation
by: OU Yangliu, HE Xi, QU Shaojun
Published: (2022-05-01)

Dual Path Attention Net for Remote Sensing Semantic Image Segmentation
by: Jinglun Li, et al.
Published: (2020-09-01)

Gated Convolution and Stacked Self-Attention Encoder–Decoder-Based Model for Offline Handwritten Ethiopic Text Recognition
by: Direselign Addis Tadesse, et al.
Published: (2023-12-01)

DAM: Hierarchical Adaptive Feature Selection Using Convolution Encoder Decoder Network for Strawberry Segmentation
by: Talha Ilyas, et al.
Published: (2021-02-01)

Semantic Segmentation Based on Depth Background Blur
by: Hao Li, et al.
Published: (2022-01-01)

Attention-Based Fully Gated CNN-BGRU for Russian Handwritten Text
by: Abdelrahman Abdallah, et al.
Published: (2020-12-01)

SAA-UNet: Spatial Attention and Attention Gate UNet for COVID-19 Pneumonia Segmentation from Computed Tomography
by: Shroog Alshomrani, et al.
Published: (2023-05-01)

An Adaptive Multiscale Fusion Network Based on Regional Attention for Remote Sensing Images
by: Wanzhen Lu, et al.
Published: (2020-01-01)

AGDF-Net: Attention-Gated and Direction-Field-Optimized Building Instance Extraction Network
by: Weizhi Liu, et al.
Published: (2023-07-01)

Attention Gate ResU-Net for Automatic MRI Brain Tumor Segmentation
by: Jianxin Zhang, et al.
Published: (2020-01-01)

Depth Density Achieves a Better Result for Semantic Segmentation with the Kinect System
by: Hanbing Deng, et al.
Published: (2020-02-01)

Attention-Guided Network for Semantic Video Segmentation
by: Jiangyun Li, et al.
Published: (2019-01-01)

E-D-Net: Automatic Building Extraction From High-Resolution Aerial Images With Boundary Information
by: Yuting Zhu, et al.
Published: (2021-01-01)

Integrating Gate and Attention Modules for High-Resolution Image Semantic Segmentation
by: Zixian Zheng, et al.
Published: (2021-01-01)

Semantic Segmentation With Global Encoding and Dilated Decoder in Street Scenes
by: Lei Fan, et al.
Published: (2018-01-01)

Binary semantic segmentation for detection of prostate adenocarcinoma using an ensemble with attention and residual U-Net architectures
by: Kasikrit Damkliang, et al.
Published: (2023-12-01)

CAGNet: A Multi-Scale Convolutional Attention Method for Glass Detection Based on Transformer
by: Xiaohang Hu, et al.
Published: (2023-09-01)

De-Aliasing and Accelerated Sparse Magnetic Resonance Image Reconstruction Using Fully Dense CNN with Attention Gates
by: Md. Biddut Hossain, et al.
Published: (2022-12-01)

Symmetry Encoder-Decoder Network with Attention Mechanism for Fast Video Object Segmentation
by: Mingyue Guo, et al.
Published: (2019-08-01)

Hybrid Attention-Based Encoder–Decoder Fully Convolutional Network for PolSAR Image Classification
by: Zheng Fang, et al.
Published: (2023-01-01)

Attention Guided Encoder-Decoder Network With Multi-Scale Context Aggregation for Land Cover Segmentation
by: Shuyang Wang, et al.
Published: (2020-01-01)

MSFCA-Net: A Multi-Scale Feature Convolutional Attention Network for Segmenting Crops and Weeds in the Field
by: Qiangli Yang, et al.
Published: (2023-05-01)

EDPNet: An Encoding–Decoding Network with Pyramidal Representation for Semantic Image Segmentation
by: Dong Chen, et al.
Published: (2023-03-01)

DGFNet: Dual Gate Fusion Network for Land Cover Classification in Very High-Resolution Images
by: Yongjie Guo, et al.
Published: (2021-09-01)

Hybrid Recommender System Based on Attention Mechanisms and Gating Network
by: GUO Liang, YANG Xing-yao, YU Jiong, HAN Chen, HUANG Zhong-hao
Published: (2022-06-01)

Gated Graph Attention Network for Cancer Prediction
by: Linling Qiu, et al.
Published: (2021-03-01)

Combining Segmentation Network and Nonsubsampled Contourlet Transform for Automatic Marine Raft Aquaculture Area Extraction from Sentinel-1 Images
by: Yi Zhang, et al.
Published: (2020-12-01)

Global-and-Local Context Network for Semantic Segmentation of Street View Images
by: Chih-Yang Lin, et al.
Published: (2020-05-01)

MAGI: Multistream Aerial Segmentation of Ground Images with Small-Scale Drones
by: Danilo Avola, et al.
Published: (2021-10-01)

Parallel Fully Convolutional Network for Semantic Segmentation
by: Jian Ji, et al.
Published: (2021-01-01)