tailieunhanh - Summary of master thesis in Computer science: Operational detection and management of ships in Vietnam coastal region using VNredsat-1-Image

In this thesis, we introduce the potential ship detection and management method, which to the best of our knowledge, is the first one made for Vietnamese coastal region using high resolution pan images from VNREDSat-1. | Summary of master thesis in Computer science Operational detection and management of ships in Vietnam coastal region using VNredsat-1-Image STATEMENT ON ACADEMIC INTEGRITY I hereby declare and confirm with my signature that the thesis is exclusively the result of my own autonomous work based on my research and literature published which is seen in the notes and bibliography used. I also declare that no part of the thesis submitted has been made in an inappropriate way whether by plagiarizing or infringing on any third person s copyright. Finally I declare that no part of the thesis submitted has been used for any other paper in another higher education institution research institution or educational institution. Hanoi 28 10 2016 Student Luu Viet Hung 1 TABLE OF CONTENT TABLE OF CONTENT . LIST OF FIGURES . ABSTRACT 5 Chapter 1 INTRODUCTION . Motivation . 6 Proposed approach summary . 7 Thesis structure . 8 Chapter 2 SHIP DETECTION FROM VNREDSat-1 . Ship candidate selection . 11 Sea surface analysis . 11 Candidate scoring function . 13 Features extraction . 15 False alarm elimination . 18 Chapter 3 EXPERIMENT RESULTS . Datasets . 18 Ship detection performance . 18 Chapter 4 CONCLUSION . PUBLICATIONS . 2 REFERENCES . LIST OF TABLES Table . List of features . 16 Table . Performance of different classifiers . 19 Table . Performance on different sea surface conditions. 20 3 LIST OF FIGURES Figure The processing flow of the proposed ship detection approach . 10 4 ABSTRACT Recent years have witness the new trend of developing satellite-based ships detection and management method. In this thesis we introduce the potential ship detection and management method which to the best of our knowledge is the first one made for Vietnamese coastal region using high resolution pan images from VNREDSat-1. Operational experiments in two coastal regions including Saigon River and South China Sea with different conditions show that

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