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ITS » Undergraduate Theses » Teknologi Informasi - D4
Posted by sarwono@its.ac.id at 24/03/2010 16:51:52  •  3348 Views


EKSTRAKSI FITUR BENTUK PADA IMAGE DIATOM

SHAPE FEATURES EXTRACTION OF DIATOM IMAGES

Author :
Rahman, Faisal ( 7405040049 )




ABSTRAK

Image retrieval adalah teknik untuk mencari gambar yang mempunyai kemiripan dengan kriteria gambar tertentu dari sekumpulan gambar dengan melakukan perbandingan antara citra query dengan citrayang ada dalam database berdasarkan informasi yang ada pada citra tersebut. Ekstraksi fitur gambar merupakan hal yang penting dilakukan dalam Content Based Image Retrieval dimana dengan ekstraksi fitur maka informasi fitur dari gambar bisa didapatkan. Proyek akhir ini bertujuan untuk membangun sistem yang dapat mengenali suatu objek diatom sesuai dengan bentuknya. Untuk mendapatkan ciri bentuk dari diatom digunakan perhitungan dengan metode Freeman Chain Code dimana nilai fitur yang akan dihasilkan berupa data arah. Uji coba menggunakan 550 data training dan 20 gambar test dengan rincian 10 gambar diambil dari database gambar dan 10 gambar tidak ada dalam database gambar dengan rata-rata error hasil retrieval masing-masing 29 dan 3185.


ABSTRACT

Image retrieval is a technique to search for images that have a similarity with the criteria of a specific image from a set of pictures by making a comparison between the query image with the image in the database based on existing information on these images. Image feature extraction is important done in Content Based Image Retrieval where with the extraction of features the features of the image can be found. This project aims to build a system that can identify an object in accordance with the diatom shapes. To get the characteristic shape of the diatom used Freeman Chain Code method where the value of features will be generated as the data direction. Trials using 550 training data and 20 test images with details of 10 images taken from the database image and the 10 image is not in the database image with the average retrieval error of the results of each 29 and 3185.



KeywordsContent Based Image Retrieval; Freeman Code; Ciri bentuk
 
Subject:  Proses image
Contributor
  1. Arif Basofi, S.Kom
  2. Nana Ramadijanti, S. Kom, M. Kom
Date Create: 24/03/2010
Type: Text
Format: pdf
Language: Indonesian
Identifier: ITS-Undergraduate-3100010038031
Collection ID: 3100010038031
Call Number: RSEP 006.42 Rah e


Source
Undergraduate, Electronics Engineering Polytechnic RSEP 006.42 Rah e, 2009

Coverage
ITS Community Only

Rights
Copyright @2009 by ITS Library. This publication is protected by copyright and permission should be obtained from the ITS Library prior to any prohibited reproduction, storage in a retrievel system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise. For information regarding permission(s), write to ITS Library




[ Download - Open Access ]

  1.  ITS-Undergraduate-8974-7405040049-Abstract_in.pdf - 19 KB
  2.  ITS-Undergraduate-8974-7405040049-Abstract_en.pdf - 19 KB
  3.  ITS-Undergraduate-8974-7405040049-Conclusion.pdf - 30 KB




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