Spectral-spatial classification of hyperspectral imagery based on deep convolutional network

2016 International Conference on Orange Technologies (ICOT) ◽

10.1109/icot.2016.8278975 ◽

2016 ◽

Author(s):

Haokui Zhang ◽

Ying Li

Keyword(s):

Hyperspectral Imagery ◽

Convolutional Network ◽

Spatial Classification ◽

Deep Convolutional Network

Download Full-text

DeepTLR: A single deep convolutional network for detection and classification of traffic lights

2016 IEEE Intelligent Vehicles Symposium (IV) ◽

10.1109/ivs.2016.7535408 ◽

2016 ◽

Author(s):

Michael Weber ◽

Peter Wolf ◽

J. Marius Zollner

Keyword(s):

Convolutional Network ◽

Traffic Lights ◽

Deep Convolutional Network

Download Full-text

A multi-scale 3D convolution neural network for spectral-spatial classification of hyperspectral imagery

IOP Conference Series Earth and Environmental Science ◽

10.1088/1755-1315/502/1/012015 ◽

2020 ◽

Vol 502 ◽

pp. 012015

Author(s):

Wenchao Qi ◽

Xia Zhang

Keyword(s):

Neural Network ◽

Hyperspectral Imagery ◽

Convolution Neural Network ◽

Spatial Classification ◽

Download Full-text

Spectral-Spatial Classification of Hyperspectral Imagery with Convolutional Neural Network

2020 Innovations in Intelligent Systems and Applications Conference (ASYU) ◽

10.1109/asyu50717.2020.9259864 ◽

2020 ◽

Author(s):

Sinem Aybuke SAKACI ◽

Oguzhan URHAN

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Hyperspectral Imagery ◽

Spatial Classification

Download Full-text

Wiener filter based deep convolutional network approach for classification of satellite images

Journal of Ambient Intelligence and Humanized Computing ◽

10.1007/s12652-020-02410-3 ◽

2020 ◽

Author(s):

M. Poomani ◽

J. Sutha ◽

K. Ruba Soundar

Keyword(s):

Satellite Images ◽

Wiener Filter ◽

Network Approach ◽

Convolutional Network ◽

Deep Convolutional Network

Download Full-text

Spectral–Spatial Classification of Hyperspectral Imagery Based on Moment Invariants

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2015.2446611 ◽

2015 ◽

Vol 8 (6) ◽

pp. 2457-2463 ◽

Author(s):

Brajesh Kumar ◽

Onkar Dikshit

Keyword(s):

Hyperspectral Imagery ◽

Moment Invariants ◽

Spatial Classification

Download Full-text

Locality-preserving discriminant analysis and Gaussian mixture models for spectral-spatial classification of hyperspectral imagery

2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS) ◽

10.1109/whispers.2012.6874299 ◽

2012 ◽

Author(s):

Zhen Ye ◽

Saurabh Prasad ◽

Wei Li ◽

James E. Fowler ◽

Mingyi He

Keyword(s):

Discriminant Analysis ◽

Mixture Models ◽

Hyperspectral Imagery ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Spatial Classification ◽

Locality Preserving

Download Full-text

Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network

Remote Sensing ◽

10.3390/rs9010067 ◽

2017 ◽

Vol 9 (1) ◽

pp. 67 ◽

Author(s):

Ying Li ◽

Haokui Zhang ◽

Qiang Shen

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Hyperspectral Imagery ◽

Spatial Classification

Download Full-text

An MRF Model-Based Active Learning Framework for the Spectral-Spatial Classification of Hyperspectral Imagery

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2015.2414401 ◽

2015 ◽

Vol 9 (6) ◽

pp. 1074-1088 ◽

Author(s):

Shujin Sun ◽

Ping Zhong ◽

Huaitie Xiao ◽

Runsheng Wang

Keyword(s):

Active Learning ◽

Hyperspectral Imagery ◽

Spatial Classification ◽

Learning Framework ◽

Download Full-text

Spectral-spatial classification of hyperspectral imagery based on recurrent neural networks

Remote Sensing Letters ◽

10.1080/2150704x.2018.1511933 ◽

2018 ◽

Vol 9 (12) ◽

pp. 1118-1127 ◽

Author(s):

Bing Liu ◽

Xuchu Yu ◽

Anzhu Yu ◽

Pengqiang Zhang ◽

Gang Wan

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Hyperspectral Imagery ◽

Spatial Classification

Download Full-text

Spectral-Spatial Classification of Hyperspectral Imagery Using Support Vector and Fuzzy-MRF

Lecture Notes in Computer Science - Intelligent, Secure, and Dependable Systems in Distributed and Cloud Environments ◽

10.1007/978-3-319-69155-8_11 ◽

2017 ◽

pp. 151-161

Author(s):

Sumit Chakravarty ◽

Madhushri Banerjee ◽

Sonali Chandel

Keyword(s):

Hyperspectral Imagery ◽

Support Vector ◽

Spatial Classification

Download Full-text