4.7 Article

MFANet: A Multi-Level Feature Aggregation Network for Semantic Segmentation of Land Cover

Related references

Note: Only part of the references are listed.
Article Remote Sensing

Cloud/shadow segmentation based on global attention feature fusion residual network for remote sensing imagery

Min Xia et al.

Summary: A global attention fusion residual network method was proposed to segment cloud and cloud shadow of satellite imageries. By introducing an improved atrous spatial pyramid pooling method to enhance the network's ability to deal with boundary information, the deep semantic information was fused with shallow spatial information, optimizing the segmentation process of clouds and cloud shadows.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2021)

Article Remote Sensing

DAU-Net: a novel water areas segmentation structure for remote sensing image

Min Xia et al.

Summary: A dense skip connections network with multi-scale features fusion and attention mechanism is proposed to improve the accuracy of water segmentation, outperforming existing methods in satellite image analysis.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2021)

Article Computer Science, Artificial Intelligence

Deep High-Resolution Representation Learning for Visual Recognition

Jingdong Wang et al.

Summary: The High-Resolution Network (HRNet) maintains high-resolution representations and exchanges information across resolutions, resulting in superior performance in various applications such as human pose estimation, semantic segmentation, and object detection.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2021)

Article Engineering, Biomedical

Multi-level feature aggregation network for instrument identification of endoscopic images

Yakui Chu et al.

PHYSICS IN MEDICINE AND BIOLOGY (2020)

Article Remote Sensing

Dilated multi-scale cascade forest for satellite image classification

Min Xia et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2020)

Article Environmental Sciences

TCDNet: Trilateral Change Detection Network for Google Earth Image

Junhao Qian et al.

REMOTE SENSING (2020)

Article Computer Science, Artificial Intelligence

Non-intrusive load disaggregation based on composite deep long short-term memory network

Min Xia et al.

EXPERT SYSTEMS WITH APPLICATIONS (2020)

Article Computer Science, Theory & Methods

Multi-Stage Feature Constraints Learning for Age Estimation

Min Xia et al.

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (2020)

Article Mathematical & Computational Biology

Multilevel and Multiscale Feature Aggregation in Deep Networks for Facial Constitution Classification

Er-Yang Huan et al.

COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE (2019)

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 Geochemistry & Geophysics

Learning Aerial Image Segmentation From Online Maps

Pascal Kaiser et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (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 Geography, Physical

MRF-based segmentation and unsupervised classification for building and road detection in peri-urban areas of high -resolution satellite images

Ilias Grinias et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2016)

Article Environmental Sciences

Eastern Europe's forest cover dynamics from 1985 to 2012 quantified from the full Landsat archive

P. V. Potapov et al.

REMOTE SENSING OF ENVIRONMENT (2015)

Article Remote Sensing

Land cover change assessment using decision trees, support vector machines and maximum likelihood classification algorithms

J. R. Otukei et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2010)

Article Geography, Physical

Land cover change in Europe between 1950 and 2000 determined employing aerial photography

F. Gerard et al.

PROGRESS IN PHYSICAL GEOGRAPHY-EARTH AND ENVIRONMENT (2010)

Review Remote Sensing

The application of artificial neural networks to the analysis of remotely sensed data

J. F. Mas et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2008)

Article Geochemistry & Geophysics

A relative evaluation of multiclass image classification by support vector machines

GM Foody et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2004)

Article Ecology

Assessing the environmental performance of land cover types for urban planning

S Pauleit et al.

LANDSCAPE AND URBAN PLANNING (2000)