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Application of Self-Organizing Maps at Change Detection in Amazon Forest
2014 11th International Conference on Information Technology: New Generations
◽
10.1109/itng.2014.41
◽
2014
◽
Cited By ~ 4
Author(s):
Rodrigo Luiz Mendes Mota
◽
Elcio Hideiti Shiguemori
◽
Alexandre Carlos Brandao Ramos
Keyword(s):
Change Detection
◽
Amazon Forest
◽
Self Organizing Maps
◽
Self Organizing
Download Full-text
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Cited By
References
SOMDNCD: Image Change Detection Based on Self-Organizing Maps and Deep Neural Networks
IEEE Access
◽
10.1109/access.2018.2849110
◽
2018
◽
Vol 6
◽
pp. 35915-35925
◽
Cited By ~ 5
Author(s):
Ruliang Xiao
◽
Runxi Cui
◽
Mingwei Lin
◽
Lifei Chen
◽
Youcong Ni
◽
...
Keyword(s):
Neural Networks
◽
Change Detection
◽
Deep Neural Networks
◽
Self Organizing Maps
◽
Image Change Detection
◽
Self Organizing
Download Full-text
Supervized Change Detection for SAR Imagery Based on Processing of a Low Size Training Data Set by an Ensemble of Self-Organizing Maps
2018 International Conference on Communications (COMM)
◽
10.1109/iccomm.2018.8484799
◽
2018
◽
Author(s):
Victor-Emil Neagoe
◽
Adrian-Dumitru Ciotec
Keyword(s):
Change Detection
◽
Training Data
◽
Self Organizing Maps
◽
Data Set
◽
Sar Imagery
◽
Self Organizing
Download Full-text
A Weakly-Supervised Change Detection Technique for SAR Images Based on Deep Learning and Synthetic Training Data Generated by an Ensemble of Self-Organizing Maps
IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium
◽
10.1109/igarss.2019.8898344
◽
2019
◽
Cited By ~ 1
Author(s):
Victor-Emil Neagoe
◽
Adrian-Dumitru Ciotec
◽
Lorenzo Bruzzone
Keyword(s):
Deep Learning
◽
Change Detection
◽
Detection Technique
◽
Training Data
◽
Sar Images
◽
Self Organizing Maps
◽
Weakly Supervised
◽
Synthetic Training Data
◽
Self Organizing
Download Full-text
Concurrent Self-Organizing Maps for Supervised/Unsupervised Change Detection in Remote Sensing Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
◽
10.1109/jstars.2014.2330808
◽
2014
◽
Vol 7
(8)
◽
pp. 3525-3533
◽
Cited By ~ 19
Author(s):
Victor-Emil Neagoe
◽
Radu-Mihai Stoica
◽
Alexandru-Ioan Ciurea
◽
Lorenzo Bruzzone
◽
Francesca Bovolo
Keyword(s):
Remote Sensing
◽
Change Detection
◽
Remote Sensing Images
◽
Self Organizing Maps
◽
Self Organizing
Download Full-text
Change Detection Types of Buildings in Aleppo Citadel Urban Area During Syrian Crisis Using Self-Organizing Maps Neural Networks and VHR Quickbird & Worldview-2 Satellite Images
10.1109/igarss47720.2021.9554581
◽
2021
◽
Author(s):
Bashar Sabouh
◽
Ahed Alboody
◽
Mohamad Najib Salah
◽
Ghadir Hmeidan
Keyword(s):
Neural Networks
◽
Change Detection
◽
Urban Area
◽
Satellite Images
◽
Self Organizing Maps
◽
Syrian Crisis
◽
Self Organizing
Download Full-text
A New Neural Approach of Supervised Change Detection in SAR Images Using Training Data Generation with Concurrent Self-Organizing Maps
IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium
◽
10.1109/igarss.2018.8518558
◽
2018
◽
Cited By ~ 1
Author(s):
Victor-Emil Neagoe
◽
Radu-Mihai Stoica
Keyword(s):
Change Detection
◽
Training Data
◽
Data Generation
◽
Sar Images
◽
Self Organizing Maps
◽
Self Organizing
Download Full-text
USE OF SELF-ORGANIZING MAPS IN THE IDENTIFICATION OF DIFFERENT GROUPS OF RECLAMATION SITES IN THE AMAZON FOREST-BRAZIL
WIT Transactions on State-of-the-art in Science and Engineering - Environmental and Economic Impact on Sustainable Development
◽
10.2495/sdp-v11-n6-827-833/001
◽
2016
◽
pp. 1-7
Author(s):
A. I. RIBEIRO
◽
R. M. LONGO
◽
F. H. FENGLER
◽
G. DE A. MEDEIROS
◽
A. BRESSANE
◽
...
Keyword(s):
Amazon Forest
◽
Use Of Self
◽
Self Organizing Maps
◽
Self Organizing
Download Full-text
Change Detection in Satellite Images Using Self-Organizing Maps
2015 12th International Conference on Information Technology - New Generations
◽
10.1109/itng.2015.111
◽
2015
◽
Cited By ~ 4
Author(s):
Michael D.L. Santos
◽
Elcio H. Shiguemori
◽
Rodrigo L.M. Mota
◽
Alexandre C.B. Ramos
Keyword(s):
Change Detection
◽
Satellite Images
◽
Self Organizing Maps
◽
Self Organizing
Download Full-text
Use of self-organizing maps in the identification of different groups of reclamation sites in the amazon Forest-Brazil
International Journal of Sustainable Development and Planning
◽
10.2495/sdp-v11-n6-827-833
◽
2016
◽
Vol 11
(6)
◽
pp. 827-833
◽
Cited By ~ 1
Author(s):
A.I. Ribeiro
◽
R.M. Longo
◽
F.H. Fengler
◽
G. de A. Medeiros
◽
A. Bressane
◽
...
Keyword(s):
Amazon Forest
◽
Use Of Self
◽
Self Organizing Maps
◽
Self Organizing
Download Full-text
Supervized Change Detection for SAR Imagery Based on Processing of a Low Size Training Data Set by an Ensemble of Self-Organizing Maps
2018 International Conference on Communications (COMM)
◽
10.1109/iccomm.2018.8429977
◽
2018
◽
Cited By ~ 1
Author(s):
Victor-Emil Neagoe
◽
Adrian-Dumitru Ciotec
Keyword(s):
Change Detection
◽
Training Data
◽
Self Organizing Maps
◽
Data Set
◽
Sar Imagery
◽
Self Organizing
Download Full-text
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