4.7 Article

MSST-Net: A Multi-Scale Adaptive Network for Building Extraction from Remote Sensing Images Based on Swin Transformer

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Information Systems

NeighborLoss: A Loss Function Considering Spatial Correlation for Semantic Segmentation of Remote Sensing Image

Wei Yuan et al.

Summary: A new loss function called NeighborLoss function is proposed for more accurate house segmentation in remote sensing images, showing significant improvements over traditional cross entropy loss functions, especially in extracting house edges and corners.

IEEE ACCESS (2021)

Article Computer Science, Interdisciplinary Applications

UNet plus plus : Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

Zongwei Zhou et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2020)

Review Biochemical Research Methods

Data augmentation for deep-learning-based electroencephalography

Elnaz Lashgari et al.

JOURNAL OF NEUROSCIENCE METHODS (2020)

Article Computer Science, Information Systems

Road Extraction from Very High Resolution Images Using Weakly labeled OpenStreetMap Centerline

Songbing Wu et al.

ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2019)

Article Computer Science, Artificial Intelligence

Learning Building Extraction in Aerial Scenes with Convolutional Networks

Jiangye Yuan

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2018)

Article Geochemistry & Geophysics

Road Extraction by Deep Residual U-Net

Zhengxin Zhang et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2018)

Article Computer Science, Artificial Intelligence

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2018)

Article Environmental Sciences

Road Extraction from High-Resolution Remote Sensing Imagery Using Deep Learning

Yongyang Xu et al.

REMOTE SENSING (2018)

Article Geochemistry & Geophysics

Road Structure Refined CNN for Road Extraction in Aerial Image

Yanan Wei et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2017)

Article Computer Science, Artificial Intelligence

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

Vijay Badrinarayanan et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2017)

Article Geochemistry & Geophysics

Marker-Controlled Watershed-Based Segmentation of Multiresolution Remote Sensing Images

Raffaele Gaetano et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)