Improving the Consistency of Multitemporal Land Cover Maps Using a Hidden Markov Model

2016 ◽  
Vol 54 (2) ◽  
pp. 703-713 ◽  
Author(s):  
S. Parker Abercrombie ◽  
Mark A. Friedl
Keyword(s):  
Land Cover ◽  
Markov Model ◽  
Hidden Markov Model ◽  
Hidden Markov ◽  
Land Cover Maps

Texture-Based Land Cover Classification Algorithm Using Hidden Markov Model for Multispectral Data

2018 ◽  
pp. 579-613
Author(s):  
Jenicka S
Keyword(s):  
Land Cover ◽  
Markov Model ◽  
Hidden Markov Model ◽  
Classification Accuracy ◽  
Hidden Markov ◽  
Land Cover Classification ◽  
Gray Level ◽  
Land Covers ◽  
Local Derivative ◽  
Local Derivative Pattern

In this chapter, the concept of stochastic optimal control is well explored using hidden Markov model (HMM) in classifying land covers of remotely sensed images. The features of land covers can be colour, shape, and texture. Texture is a useful feature in land cover classification. A texture-based land cover classification algorithm using HMM has been proposed. The local derivative pattern (LDP) texture descriptor for gray level images has been extended as multivariate local derivative pattern (MLDP) for remotely sensed images in this chapter. Experiments were conducted on IRS P6 LISS-IV data and the results were evaluated based on the classification accuracy and compared against the three existing methods such as wavelet, MLDP and colour gray level co-occurrence matrix (CGLCM). The results indicate that the proposed algorithm achieves a classification accuracy of 88.75%.

Auscultating Diagnosis for Hemodialysis Shunt Stenosis using a Self-Organizing Map and Hidden Markov Model

2012 ◽  
Vol 132 (10) ◽  
pp. 1589-1594 ◽  
Author(s):  
Hayato Waki ◽  
Yutaka Suzuki ◽  
Osamu Sakata ◽  
Mizuya Fukasawa ◽  
Hatsuhiro Kato
Keyword(s):  
Markov Model ◽  
Hidden Markov Model ◽  
Hidden Markov ◽  
Self Organizing Map ◽  
Self Organizing

Engaging Voluntary Contributions in Online Communities: A Hidden Markov Model

MIS Quarterly ◽  
2018 ◽  
Vol 42 (1) ◽  
pp. 83-100 ◽  
Author(s):  
Wei Chen ◽  
◽  
Xiahua Wei ◽  
Kevin Xiaoguo Zhu ◽  
◽  
...  
Keyword(s):  
Markov Model ◽  
Hidden Markov Model ◽  
Online Communities ◽  
Hidden Markov ◽  
Voluntary Contributions
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