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Land cover classification using satellite image an approach based on tim series composites and ensemble of supervised classifiers

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Nội dung chi tiết: Land cover classification using satellite image an approach based on tim series composites and ensemble of supervised classifiers

Land cover classification using satellite image an approach based on tim series composites and ensemble of supervised classifiers

VIETNAM NATIONAL UNIVERSITY, HANOIUNIVERSITY OF ENGINEERING AND TECHNOLOGYMAN DUC CHUCRESEARCH ON LAND-COVER CLASSIFICATION METHODOLOGIES FOR OPTICAL

Land cover classification using satellite image an approach based on tim series composites and ensemble of supervised classifiers SATELLITE IMAGESMASTER THESIS IN COMPUTER SCIENCEHanoi - 2017PLEDGE1 hereby undertake that the content of the thesis: “Research on Land-Cover classif

ication methodologies for optical satellite images” is the research I have conducted under the supervision of Dr. Nguyen Thi Nhat Thanh. In the whole Land cover classification using satellite image an approach based on tim series composites and ensemble of supervised classifiers

content of the dissertation, what is presented is what I learned and developed from the previous studies. All of the references are legible and legall

Land cover classification using satellite image an approach based on tim series composites and ensemble of supervised classifiers

y quoted.I am responsible for my assurance.Hanoi, day month year 2017Thesis’s authorMan Due ChucACKNOWLEDGEMENTSI would like to express my deep gratit

VIETNAM NATIONAL UNIVERSITY, HANOIUNIVERSITY OF ENGINEERING AND TECHNOLOGYMAN DUC CHUCRESEARCH ON LAND-COVER CLASSIFICATION METHODOLOGIES FOR OPTICAL

Land cover classification using satellite image an approach based on tim series composites and ensemble of supervised classifierse has given me valuable suggestions on the subject, and useful advices so that I could finish my dissertation.I also sincerely thank the lecturers in

the Faculty of Information Technology, University of Engineering and Technology - Vietnam National University Hanoi, and FIMO Center for teaching me v Land cover classification using satellite image an approach based on tim series composites and ensemble of supervised classifiers

aluable knowledge and experience during my research.Finally, I would like to thank my family, my friends, and those who have supported and encouraged

Land cover classification using satellite image an approach based on tim series composites and ensemble of supervised classifiers

me.This work was supported by the Space Technology Program of Vietnam under Grant VT-UD/06/16-20.Hanoi, day month year 2017Man Due ChileContentCHAPTER

VIETNAM NATIONAL UNIVERSITY, HANOIUNIVERSITY OF ENGINEERING AND TECHNOLOGYMAN DUC CHUCRESEARCH ON LAND-COVER CLASSIFICATION METHODOLOGIES FOR OPTICAL

Land cover classification using satellite image an approach based on tim series composites and ensemble of supervised classifiersbjectives, contributions and thesis structure.......................9CHAPTER 2. THEORETICAL BACKGROUND...........................................102.1

.Remote sensing concepts.............................................102.1.1.General introduction...........................................102.1.2.Cl Land cover classification using satellite image an approach based on tim series composites and ensemble of supervised classifiers

assification of remote sensing systems.......................122.1.3.Typical spectrum used in remotesensing systems................142.2.Satellite ima

Land cover classification using satellite image an approach based on tim series composites and ensemble of supervised classifiers

ges....................................................152.2.1.Introduction...................................................152.2.2.Landsat 8 images

VIETNAM NATIONAL UNIVERSITY, HANOIUNIVERSITY OF ENGINEERING AND TECHNOLOGYMAN DUC CHUCRESEARCH ON LAND-COVER CLASSIFICATION METHODOLOGIES FOR OPTICAL

Land cover classification using satellite image an approach based on tim series composites and ensemble of supervised classifierss in landcover study........................212.4.1.Logistic Regression............................................212.4.2.Support Vector Machine.....

....................................22 Land cover classification using satellite image an approach based on tim series composites and ensemble of supervised classifiers

VIETNAM NATIONAL UNIVERSITY, HANOIUNIVERSITY OF ENGINEERING AND TECHNOLOGYMAN DUC CHUCRESEARCH ON LAND-COVER CLASSIFICATION METHODOLOGIES FOR OPTICAL