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

Satellite image fusion to detect changing surface permeability and emerging urban heat islands in a fast-growing city

(2019) Rajchandar Padmanaban et al.   PLoS One

Enhanced Regional Monitoring of Wheat Powdery Mildew Based on an Instance-Based Transfer Learning Method

(2019) Linyi Liu et al.   Remote Sensing

Using a Portable Active Sensor to Monitor Growth Parameters and Predict Grain Yield of Winter Wheat

(2019) Jiayi Zhang et al.   SENSORS

3D gray level co-occurrence matrix and its application to identifying collapsed buildings

(2019) Luis Moya et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Using of Multi-Source and Multi-Temporal Remote Sensing Data Improves Crop-Type Mapping in the Subtropical Agriculture Region

(2019) Chuanliang Sun et al.   SENSORS

Building Footprint Extraction from High-Resolution Images via Spatial Residual Inception Convolutional Neural Network

(2019) Penghua Liu et al.   Remote Sensing

Remote Estimation of Biomass in Winter Oilseed Rape (Brassica napus L.) Using Canopy Hyperspectral Data at Different Growth Stages

(2019) Yi Ma et al.   Applied Sciences-Basel

How Deep Features Have Improved Event Recognition in Multimedia

(2019) Kashif Ahmad et al.   ACM Transactions on Multimedia Computing Communications and Applications

EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification

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

Context-Enabled Extraction of Large-Scale Urban Functional Zones from Very-High-Resolution Images: A Multiscale Segmentation Approach

(2019) Shouji Du et al.   Remote Sensing

Deep learning models for plant disease detection and diagnosis

(2018) Konstantinos P. Ferentinos   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Predicting the ripening of papaya fruit with digital imaging and random forests

(2018) Luiz Fernando Santos Pereira et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification

(2018) Ce Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Residential roof condition assessment system using deep learning

(2018) Fan Wang et al.   Journal of Applied Remote Sensing

Quantifying Boreal Forest Structure and Composition Using UAV Structure from Motion

(2018) Michael Alonzo et al.   Forests

Automatic Discovery and Geotagging of Objects from Street View Imagery

(2018) Vladimir Krylov et al.   Remote Sensing

Estimation of paddy rice leaf area index using machine learning methods based on hyperspectral data from multi-year experiments

(2018) Li Wang et al.   PLoS One

WSF-NET: Weakly Supervised Feature-Fusion Network for Binary Segmentation in Remote Sensing Image

(2018) Kun Fu et al.   Remote Sensing

A Two-Branch CNN Architecture for Land Cover Classification of PAN and MS Imagery

(2018) Raffaele Gaetano et al.   Remote Sensing

Method for Mapping Rice Fields in Complex Landscape Areas Based on Pre-Trained Convolutional Neural Network from HJ-1 A/B Data

(2018) Tian Jiang et al.   ISPRS International Journal of Geo-Information

Near infrared nighttime road pedestrians recognition based on convolutional neural network

(2018) Xiaobiao Dai et al.   INFRARED PHYSICS & TECHNOLOGY

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

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

Comprehensive survey of deep learning in remote sensing: theories, tools, and challenges for the community

(2017) John E. Ball et al.   Journal of Applied Remote Sensing

Classification of semiurban landscapes from very high-resolution satellite images using a regionalized multiscale segmentation approach

(2017) Taskin Kavzoglu et al.   Journal of Applied Remote Sensing

A patch-based convolutional neural network for remote sensing image classification

(2017) Atharva Sharma et al.   NEURAL NETWORKS

Nearest-Regularized Subspace Classification for PolSAR Imagery Using Polarimetric Feature Vector and Spatial Information

(2017) Fan Zhang et al.   Remote Sensing

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

(2017) Gang Fu et al.   Remote Sensing

Fractional vegetation cover estimation algorithm for Chinese GF-1 wide field view data

(2016) Kun Jia et al.   REMOTE SENSING OF ENVIRONMENT

Potential of texture-based classification in urban landscapes using multispectral aerial photos

(2013) Paidamwoyo Mhangara et al.   SOUTH AFRICAN JOURNAL OF SCIENCE

Identification of hazelnut fields using spectral and Gabor textural features

(2011) Selçuk Reis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING