RS-DCNN: A novel distributed convolutional-neural-networks based-approach for big remote-sensing image classification
出版年份 2021 全文链接
标题
RS-DCNN: A novel distributed convolutional-neural-networks based-approach for big remote-sensing image classification
作者
关键词
Big data, Satellite images, Remote sensing, Deep leaning, Distributed convolutional-neural-networks, Image classification, Apache spark
出版物
COMPUTERS AND ELECTRONICS IN AGRICULTURE
Volume 182, Issue -, Pages 106014
出版商
Elsevier BV
发表日期
2021-02-15
DOI
10.1016/j.compag.2021.106014
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- 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
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