A Hybrid Approach to Super-Resolution Mapping of Remotely Sensed Multi-spectral Satellite Images Using Genetic Algorithm and Hopfield Neural Network

C. Heltin Genitha; K. Vani

doi:10.1007/s12524-018-0905-9

A Hybrid Approach to Super-Resolution Mapping of Remotely Sensed Multi-spectral Satellite Images Using Genetic Algorithm and Hopfield Neural Network

Journal of the Indian Society of Remote Sensing ◽

10.1007/s12524-018-0905-9 ◽

2018 ◽

Vol 47 (4) ◽

pp. 685-692 ◽

Cited By ~ 2

Author(s):

C. Heltin Genitha ◽

K. Vani

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Satellite Images ◽

Hybrid Approach ◽

Super Resolution ◽

Hopfield Neural Network ◽

Remotely Sensed ◽

Resolution Mapping ◽

Super Resolution Mapping

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Super-resolution mapping of multiple-scale land cover features using a Hopfield neural network

IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217) ◽

10.1109/igarss.2001.978302 ◽

2002 ◽

Cited By ~ 1

Author(s):

A.J. Tatem ◽

H.G. Lewis ◽

P.M. Atkinson ◽

M.S. Nixon

Keyword(s):

Neural Network ◽

Land Cover ◽

Super Resolution ◽

Multiple Scale ◽

Hopfield Neural Network ◽

Resolution Mapping ◽

Super Resolution Mapping

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Estimating location of land cover patch in super-resolution mapping by hopfield neural network

2015 IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE) ◽

10.1109/iscaie.2015.7298325 ◽

2015 ◽

Author(s):

Siti Khadijah Mohd Zaki ◽

Anuar M. Muad

Keyword(s):

Neural Network ◽

Land Cover ◽

Super Resolution ◽

Hopfield Neural Network ◽

Resolution Mapping ◽

Super Resolution Mapping

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Super-resolution mapping of urban scenes from IKONOS imagery using a Hopfield neural network

IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217) ◽

10.1109/igarss.2001.978303 ◽

2002 ◽

Cited By ~ 8

Author(s):

A.J. Tatem ◽

H.G. Lewis ◽

P.M. Atkinson ◽

M.S. Nixon

Keyword(s):

Neural Network ◽

Super Resolution ◽

Hopfield Neural Network ◽

Urban Scenes ◽

Resolution Mapping ◽

Super Resolution Mapping

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Land Cover Super-resolution Mapping using Hopfield Neural Network for Simulated SPOT Image

Journal of the Korean Society of Surveying Geodesy Photogrammetry and Cartography ◽

10.7848/ksgpc.2012.30.6-2.653 ◽

2012 ◽

Vol 30 (6_2) ◽

pp. 653-663 ◽

Cited By ~ 1

Author(s):

Quang Minh Nguyen

Keyword(s):

Neural Network ◽

Land Cover ◽

Super Resolution ◽

Hopfield Neural Network ◽

Resolution Mapping ◽

Super Resolution Mapping ◽

Spot Image

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Integrating a scale-invariant feature of fractal geometry into the Hopfield neural network for super-resolution mapping

International Journal of Remote Sensing ◽

10.1080/01431161.2019.1624865 ◽

2019 ◽

pp. 1-22 ◽

Cited By ~ 2

Author(s):

Yuan-Fong Su

Keyword(s):

Neural Network ◽

Fractal Geometry ◽

Super Resolution ◽

Hopfield Neural Network ◽

Scale Invariant ◽

Invariant Feature ◽

Resolution Mapping ◽

Super Resolution Mapping ◽

Scale Invariant Feature

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Super-resolution mapping using Hopfield Neural Network with panchromatic imagery

International Journal of Remote Sensing ◽

10.1080/01431161.2010.507797 ◽

2011 ◽

Vol 32 (21) ◽

pp. 6149-6176 ◽

Cited By ~ 48

Author(s):

Quang Minh Nguyen ◽

Peter M. Atkinson ◽

Hugh G. Lewis

Keyword(s):

Neural Network ◽

Super Resolution ◽

Hopfield Neural Network ◽

Resolution Mapping ◽

Super Resolution Mapping

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Super-resolution mapping of wetland inundation from remote sensing imagery based on integration of back-propagation neural network and genetic algorithm

Remote Sensing of Environment ◽

10.1016/j.rse.2015.04.009 ◽

2015 ◽

Vol 164 ◽

pp. 142-154 ◽

Cited By ~ 64

Author(s):

Linyi Li ◽

Yun Chen ◽

Tingbao Xu ◽

Rui Liu ◽

Kaifang Shi ◽

...

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Genetic Algorithm ◽

Back Propagation ◽

Super Resolution ◽

Back Propagation Neural Network ◽

Remote Sensing Imagery ◽

Resolution Mapping ◽

Super Resolution Mapping

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Super-resolution mapping using multiple observations and Hopfield neural network

10.1117/12.865092 ◽

2010 ◽

Cited By ~ 3

Author(s):

Anuar M. Muad ◽

Giles M. Foody

Keyword(s):

Neural Network ◽

Super Resolution ◽

Hopfield Neural Network ◽

Multiple Observations ◽

Resolution Mapping ◽

Super Resolution Mapping

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Super-resolution mapping of hyperspectral satellite images using hybrid genetic algorithm

IET Image Processing ◽

10.1049/iet-ipr.2018.5108 ◽

2020 ◽

Vol 14 (7) ◽

pp. 1281-1290

Author(s):

Heltin Genitha Cyril Amala Dhason ◽

Indhumathi Muthaia ◽

Shanmuga Priyaa Sakthivel ◽

Sanjeevi Shanmugam

Keyword(s):

Genetic Algorithm ◽

Satellite Images ◽

Hybrid Genetic Algorithm ◽

Super Resolution ◽

Resolution Mapping ◽

Super Resolution Mapping

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Combining Hopfield Neural Network and Contouring Methods to Enhance Super-Resolution Mapping

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

10.1109/jstars.2012.2191537 ◽

2012 ◽

Vol 5 (5) ◽

pp. 1403-1417 ◽

Cited By ~ 36

Author(s):

Yuan-Fong Su ◽

G. M. Foody ◽

A. M. Muad ◽

Ke-Sheng Cheng

Keyword(s):

Neural Network ◽

Super Resolution ◽

Hopfield Neural Network ◽

Resolution Mapping ◽

Super Resolution Mapping

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