Improved U-Net Remote Sensing Classification Algorithm Based on Multi-Feature Fusion Perception

EAR-UNet: A deep learning-based approach for segmentation of tympanic membranes from otoscopic images

(2021) Van-Truong Pham et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

SAR-U-Net: Squeeze-and-excitation block and atrous spatial pyramid pooling based residual U-Net for automatic liver segmentation in Computed Tomography

(2021) Jinke Wang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Mapping salt marsh along coastal South Carolina using U-Net

(2021) Huixuan Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Compound Multiscale Weak Dense Network with Hybrid Attention for Hyperspectral Image Classification

(2021) Zixian Ge et al.   Remote Sensing

Automated delineation of agricultural field boundaries from Sentinel-2 images using recurrent residual U-Net

(2021) Huanxue Zhang et al.   International Journal of Applied Earth Observation and Geoinformation

Resolving phase unwrapping in interferometric synthetic aperture radar using deep recurrent residual U-Net

(2021) Hind H. Zeyada et al.   Egyptian Journal of Remote Sensing and Space Sciences

An Improved Res-UNet Model for Tree Species Classification Using Airborne High-Resolution Images

(2020) Kaili Cao et al.   Remote Sensing

Applications of Remote Sensing in Precision Agriculture: A Review

(2020) Rajendra P. Sishodia et al.   Remote Sensing

Recent Advances of Hyperspectral Imaging Technology and Applications in Agriculture

(2020) Bing Lu et al.   Remote Sensing

Attention-Based Pyramid Network for Segmentation and Classification of High-Resolution and Hyperspectral Remote Sensing Images

(2020) et al.   Remote Sensing

Driving forces of NPP change in debris flow prone area: A case study of a typical region in SW China

(2020) Peng Zhao et al.   ECOLOGICAL INDICATORS

High speed VLSI architecture for improved region based active contour segmentation technique

(2020) Radhika V. Menon et al.   INTEGRATION-THE VLSI JOURNAL

Extracting the Forest Type From Remote Sensing Images by Random Forest

(2020) Li Linhui et al.   IEEE SENSORS JOURNAL

Ship recognition method combined with image segmentation and deep learning feature extraction in video surveillance

(2019) Xiufeng Cao et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Multi-Scale Mahalanobis Kernel-Based Support Vector Machine for Classification of High-Resolution Remote Sensing Images

(2019) Genyun Sun et al.   Cognitive Computation

Lake Wetland Classification Based on an SVM-CNN Composite Classifier and High-resolution Images Using Wudalianchi as an Example

(2019) Xiangrui Meng et al.   JOURNAL OF COASTAL RESEARCH

A Method Combining CNN and ELM for Feature Extraction and Classification of SAR Image

(2019) Peng Wang et al.   Journal of Sensors

An Improved Hybrid Segmentation Method for Remote Sensing Images

(2019) Jun Wang et al.   ISPRS International Journal of Geo-Information

Remote Sensing Scene Classification Using Convolutional Features and Deep Forest Classifier

(2019) Yaakoub Boualleg et al.   IEEE Geoscience and Remote Sensing Letters

Single-Tree Detection in High-Resolution Remote-Sensing Images Based on a Cascade Neural Network

(2018) Dong Tianyang et al.   ISPRS International Journal of Geo-Information

Convolutional Neural Network-Based Remote Sensing Images Segmentation Method for Extracting Winter Wheat Spatial Distribution

(2018) Chengming Zhang et al.   Applied Sciences-Basel

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

(2017) Nataliia Kussul et al.   IEEE Geoscience and Remote Sensing Letters

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

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Simultaneous extraction of roads and buildings in remote sensing imagery with convolutional neural networks

(2017) Rasha Alshehhi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Classification for High Resolution Remote Sensing Imagery Using a Fully Convolutional Network

(2017) Gang Fu et al.   Remote Sensing

Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks

(2016) Dimitrios Marmanis et al.   IEEE Geoscience and Remote Sensing Letters

Preface: Recent Advances in Remote Sensing for Crop Growth Monitoring

(2016) Tao Cheng et al.   Remote Sensing