Recognizing Zucchinis Intercropped with Sunflowers in UAV Visible Images Using an Improved Method Based on OCRNet

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

(2021) Bingyu Chen et al.   Remote Sensing

A Scientometric Analysis of Worldwide Intercropping Research Based on Web of Science Database between 1992 and 2020

(2021) Wen Lv et al.   Sustainability

Lost Person Search Area Prediction Based on Regression and Transfer Learning Models

(2021) Ljiljana Šerić et al.   ISPRS International Journal of Geo-Information

Transfer Learning of a Deep Learning Model for Exploring Tourists’ Urban Image Using Geotagged Photos

(2021) Youngok Kang et al.   ISPRS International Journal of Geo-Information

Distinguishing Planting Structures of Different Complexity from UAV Multispectral Images

(2021) Qian Ma et al.   SENSORS

Deep learning versus Object-based Image Analysis (OBIA) in weed mapping of UAV imagery

(2020) Huasheng Huang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Affiliated Fusion Conditional Random Field for Urban UAV Image Semantic Segmentation

(2020) Yingying Kong et al.   SENSORS

Improved Remote Sensing Image Classification Based on Multi-Scale Feature Fusion

(2020) Chengming Zhang et al.   Remote Sensing

Spectral Imagery Tensor Decomposition for Semantic Segmentation of Remote Sensing Data through Fully Convolutional Networks

(2020) Josué López et al.   Remote Sensing

Remote Sensing: Advancing the Science and the Applications to Transform Agriculture

(2020) Jerry L. Hatfield et al.   IT Professional

Remote Sensing Image Semantic Segmentation Based on Edge Information Guidance

(2020) Chu He et al.   Remote Sensing

The challenge of reproducing remote sensing data from satellites and unmanned aerial vehicles (UAVs) in the context of management zones and precision agriculture

(2020) Jesper Rasmussen et al.   PRECISION AGRICULTURE

A generalized approach based on convolutional neural networks for large area cropland mapping at very high resolution

(2020) Dujuan Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Object-based crop classification in Hetao plain using random forest

(2020) Tengfei Su et al.   Earth Science Informatics

Applications of Remote Sensing in Precision Agriculture: A Review

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

Land Cover Classification Using SegNet with Slope, Aspect, and Multidirectional Shaded Relief Images Derived from Digital Surface Model

(2020) Dae Geon Lee et al.   Journal of Sensors

A Deep Learning-Based Solution for Large-Scale Extraction of the Secondary Road Network from High-Resolution Aerial Orthoimagery

(2020) Calimanut-Ionut Cira et al.   Applied Sciences-Basel

HRCNet: High-Resolution Context Extraction Network for Semantic Segmentation of Remote Sensing Images

(2020) Zhiyong Xu et al.   Remote Sensing

Scale Sensitive Neural Network for Road Segmentation in High-Resolution Remote Sensing Images

(2020) Xiaowei Tan et al.   IEEE Geoscience and Remote Sensing Letters

A review of deep learning methods for semantic segmentation of remote sensing imagery

(2020) Xiaohui Yuan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Mapping Maize Water Stress Based on UAV Multispectral Remote Sensing

(2019) Liyuan Zhang et al.   Remote Sensing

Smallholder Crop Area Mapped with a Semantic Segmentation Deep Learning Method

(2019) Zhenrong Du et al.   Remote Sensing

Comparison of Vegetation Indices Derived from UAV Data for Differentiation of Tillage Effects in Agriculture

(2019) Junho Yeom et al.   Remote Sensing

Mapping Plastic Mulched Farmland for High Resolution Images of Unmanned Aerial Vehicle Using Deep Semantic Segmentation

(2019) Qinchen Yang et al.   Remote Sensing

Maize Canopy Temperature Extracted From UAV Thermal and RGB Imagery and Its Application in Water Stress Monitoring

(2019) Liyuan Zhang et al.   Frontiers in Plant Science

Lameness detection of dairy cows based on the YOLOv3 deep learning algorithm and a relative step size characteristic vector

(2019) Dihua Wu et al.   BIOSYSTEMS ENGINEERING

Perspectives for Remote Sensing with Unmanned Aerial Vehicles in Precision Agriculture

(2018) Wouter H. Maes et al.   TRENDS IN PLANT SCIENCE

Annual Cropland Mapping Using Reference Landsat Time Series—A Case Study in Central Asia

(2018) Pengyu Hao et al.   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

Remote sensing for agricultural applications

(2017) Zhengwei Yang et al.   Journal of Integrative Agriculture

Multi-temporal mapping of the vegetation fraction in early-season wheat fields using images from UAV

(2014) J. Torres-Sánchez et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE