ABCNet: Attentive bilateral contextual network for efficient semantic segmentation of Fine-Resolution remotely sensed imagery

BiSeNet V2: Bilateral Network with Guided Aggregation for Real-Time Semantic Segmentation

(2021) Changqian Yu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Real-time Semantic Segmentation with Context Aggregation Network

(2021) Michael Ying Yang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Looking for Change? Roll the Dice and Demand Attention

(2021) Foivos I. Diakogiannis et al.   Remote Sensing

Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images

(2021) Libo Wang et al.   Remote Sensing

Classification of Hyperspectral Image Based on Double-Branch Dual-Attention Mechanism Network

(2020) Rui Li et al.   Remote Sensing

Examining the impacts of future land use/land cover changes on climate in Punjab province, Pakistan: implications for environmental sustainability and economic growth

(2020) Abdus Samie et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

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

Dense Dilated Convolutions’ Merging Network for Land Cover Classification

(2020) Qinghui Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Efficient semantic segmentation with pyramidal fusion

(2020) Marin Oršić et al.   PATTERN RECOGNITION

Parsing very high resolution urban scene images by learning deep ConvNets with edge-aware loss

(2020) Xianwei Zheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Learning and Adapting Robust Features for Satellite Image Segmentation on Heterogeneous Data Sets

(2019) Sina Ghassemi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Scale Sequence Joint Deep Learning (SS-JDL) for land use and land cover classification

(2019) Ce Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Land-cover classification with high-resolution remote sensing images using transferable deep models

(2019) Xin-Yi Tong et al.   REMOTE SENSING OF ENVIRONMENT

Rotation-Insensitive and Context-Augmented Object Detection in Remote Sensing Images

(2018) Ke Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

ERFNet: Efficient Residual Factorized ConvNet for Real-Time Semantic Segmentation

(2018) Eduardo Romera et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Algorithms for semantic segmentation of multispectral remote sensing imagery using deep learning

(2018) Ronald Kemker et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Classification with an edge: Improving semantic image segmentation with boundary detection

(2018) D. Marmanis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Beyond RGB: Very high resolution urban remote sensing with multimodal deep networks

(2018) Nicolas Audebert et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A comparison of resampling methods for remote sensing classification and accuracy assessment

(2018) Mitchell B. Lyons et al.   REMOTE SENSING OF ENVIRONMENT

Land use and land cover change in Inner Mongolia - understanding the effects of China's re-vegetation programs

(2018) He Yin et al.   REMOTE SENSING OF ENVIRONMENT

Big earth observation time series analysis for monitoring Brazilian agriculture

(2018) Michelle Cristina Araujo Picoli et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Intra-annual reflectance composites from Sentinel-2 and Landsat for national-scale crop and land cover mapping

(2018) Patrick Griffiths et al.   REMOTE SENSING OF ENVIRONMENT

Joint Deep Learning for land cover and land use classification

(2018) Ce Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Problems of encoder-decoder frameworks for high-resolution remote sensing image segmentation: Structural stereotype and insufficient learning

(2018) Yi Sun et al.   NEUROCOMPUTING

Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification

(2017) Emmanuel Maggiori 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

A review of supervised object-based land-cover image classification

(2017) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Semantic labeling in very high resolution images via a self-cascaded convolutional neural network

(2017) Yongcheng Liu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

(2017) Xiao Xiang Zhu et al.   IEEE Geoscience and Remote Sensing Magazine

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Hybrid Object-Oriented Conditional Random Field Classification Framework for High Spatial Resolution Remote Sensing Imagery

(2014) Yanfei Zhong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING