A self-attention capsule feature pyramid network for water body extraction from remote sensing imagery

Water Identification from High-Resolution Remote Sensing Images Based on Multidimensional Densely Connected Convolutional Neural Networks

(2020) Guojie Wang et al.   Remote Sensing

A new accuracy evaluation method for water body extraction

(2020) Hui Yue et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Local climate zone mapping as remote sensing scene classification using deep learning: A case study of metropolitan China

(2020) Shengjie Liu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

HyNet: Hyper-scale object detection network framework for multiple spatial resolution remote sensing imagery

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

Open water detection in urban environments using high spatial resolution remote sensing imagery

(2020) Fen Chen et al.   REMOTE SENSING OF ENVIRONMENT

A novel water body extraction neural network (WBE-NN) for optical high-resolution multispectral imagery

(2020) Yang Chen et al.   JOURNAL OF HYDROLOGY

Fusion Feature Multi-Scale Pooling for Water Body Extraction from Optical Panchromatic Images

(2019) Baogui Qi et al.   Remote Sensing

Coastal and inland water pixels extraction algorithm (WiPE) from spectral shape analysis and HSV transformation applied to Landsat 8 OLI and Sentinel-2 MSI

(2019) Dat Dinh Ngoc et al.   REMOTE SENSING OF ENVIRONMENT

Water Body Extraction from Very High Spatial Resolution Remote Sensing Data Based on Fully Convolutional Networks

(2019) Liwei Li et al.   Remote Sensing

RWSNet: a semantic segmentation network based on SegNet combined with random walk for remote sensing

(2019) Jie Jiang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Deep learning in remote sensing applications: A meta-analysis and review

(2019) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Semi-supervised center-based discriminative adversarial learning for cross-domain scene-level land-cover classification of aerial images

(2019) Ruixi Zhu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automated Surface Water Extraction Combining Sentinel-2 Imagery and OpenStreetMap Using Presence and Background Learning (PBL) Algorithm

(2019) Zhiqiang Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Vehicle Detection From High-Resolution Remote Sensing Imagery Using Convolutional Capsule Networks

(2019) Yongtao Yu et al.   IEEE Geoscience and Remote Sensing Letters

Orientation guided anchoring for geospatial object detection from remote sensing imagery

(2019) Yongtao Yu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multiscale Refinement Network for Water-Body Segmentation in High-Resolution Satellite Imagery

(2019) Lunhao Duan et al.   IEEE Geoscience and Remote Sensing Letters

A Hybrid Capsule Network for Land Cover Classification Using Multispectral LiDAR Data

(2019) Yongtao Yu et al.   IEEE Geoscience and Remote Sensing Letters

Automatic Water-Body Segmentation From High-Resolution Satellite Images via Deep Networks

(2018) Ziming Miao et al.   IEEE Geoscience and Remote Sensing Letters

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

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Spectral matching based on discrete particle swarm optimization: A new method for terrestrial water body extraction using multi-temporal Landsat 8 images

(2018) Kai Jia et al.   REMOTE SENSING OF ENVIRONMENT

Focal loss for dense object detection

(2018) Tsung-Yi Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

An automated mathematical morphology driven algorithm for water body extraction from remotely sensed images

(2018) C.A. Rishikeshan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Urban surface water body detection with suppressed built-up noise based on water indices from Sentinel-2 MSI imagery

(2018) Xiucheng Yang et al.   REMOTE SENSING OF ENVIRONMENT

Water Body Extraction From Very High-Resolution Remote Sensing Imagery Using Deep U-Net and a Superpixel-Based Conditional Random Field Model

(2018) Wenqing Feng et al.   IEEE Geoscience and Remote Sensing Letters

Capsule Networks for Hyperspectral Image Classification

(2018) Mercedes E. Paoletti et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Automatic and Unsupervised Water Body Extraction Based on Spectral-Spatial Features Using GF-1 Satellite Imagery

(2018) Yongjun Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Surface Water Extraction From Landsat 8 OLI Imagery Using the LBV Transformation

(2017) Tianyuan Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Surface Water Mapping by Deep Learning

(2017) Furkan Isikdogan et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A novel water index for urban high-resolution eight-band WorldView-2 imagery

(2016) Cong Xie et al.   International Journal of Digital Earth

Identification of Water Bodies in a Landsat 8 OLI Image Using a J48 Decision Tree

(2016) Tri Acharya et al.   SENSORS

Combining Pixel- and Object-Based Machine Learning for Identification of Water-Body Types From Urban High-Resolution Remote-Sensing Imagery

(2015) Xin Huang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Automatic Urban Water-Body Detection and Segmentation From Sparse ALSM Data via Spatially Constrained Model-Driven Clustering

(2010) Xiaohui Yuan et al.   IEEE Geoscience and Remote Sensing Letters