RS-DCNN: A novel distributed convolutional-neural-networks based-approach for big remote-sensing image classification

Extracting apple tree crown information from remote imagery using deep learning

(2020) Jintao Wu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Detection of unregistered electric distribution transformers in agricultural fields with the aid of Sentinel-1 SAR images by machine learning approaches

(2020) Emrullah Acar   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Augmenting a deep-learning algorithm with canal inspection knowledge for reliable water leak detection from multispectral satellite images

(2020) Jiawei Chen et al.   ADVANCED ENGINEERING INFORMATICS

Big data and IoT-based applications in smart environments: A systematic review

(2020) Yosra Hajjaji et al.   Computer Science Review

A top-down approach for semantic segmentation of big remote sensing images

(2019) Wadii Boulila   Earth Science Informatics

End-to-end sequence labeling via deep learning for automatic extraction of agricultural regulations

(2019) Borja Espejo-Garcia et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

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

A versatile data-intensive computing platform for information retrieval from big geospatial data

(2018) P. Soille et al.   Future Generation Computer Systems-The International Journal of eScience

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

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

Large Scale Remote Sensing Image Segmentation Based on Fuzzy Region Competition and Gaussian Mixture Model

(2018) Shoulin Yin et al.   IEEE Access

Big earth observation time series analysis for monitoring Brazilian agriculture

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

A Convolutional Neural Network approach for classification of dementia stages based on 2D-spectral representation of EEG recordings

(2018) Cosimo Ieracitano et al.   NEUROCOMPUTING

Urban Land Use and Land Cover Classification Using Novel Deep Learning Models Based on High Spatial Resolution Satellite Imagery

(2018) Pengbin Zhang et al.   SENSORS

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

(2017) Emmanuel Maggiori et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Convolutional Neural Network for Inverse Problems in Imaging

(2017) Kyong Hwan Jin et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A novel decision support system for the interpretation of remote sensing big data

(2017) Wadii Boulila et al.   Earth Science Informatics

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

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

Learning multiscale and deep representations for classifying remotely sensed imagery

(2016) Wenzhi Zhao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

(2016) Liangpei Zhang et al.   IEEE Geoscience and Remote Sensing Magazine

Remote sensing big data computing: Challenges and opportunities

(2015) Yan Ma et al.   Future Generation Computer Systems-The International Journal of eScience

On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods

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

Real-Time Big Data Analytical Architecture for Remote Sensing Application

(2015) Muhammad Mazhar Ullah Rathore et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Clouds for Scalable Big Data Analytics

(2013) Domenico Talia   COMPUTER

Distributed Asynchronous Constrained Stochastic Optimization

(2011) Kunal Srivastava et al.   IEEE Journal of Selected Topics in Signal Processing

A data mining based approach to predict spatiotemporal changes in satellite images

(2011) W. Boulila et al.   International Journal of Applied Earth Observation and Geoinformation

Recent advances in techniques for hyperspectral image processing

(2009) Antonio Plaza et al.   REMOTE SENSING OF ENVIRONMENT