Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/45224
Title: Mobile media search engine
Authors: Cheah, Aaron Wei Loong.
Keywords: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
Issue Date: 2011
Abstract: This Final Year Project report describes the analysis, theoretical review and implementation of an image near duplicate detection search engine. It also explores the feasibility of improving image annotation result to enable more precise media search engine using time information from images. Image near duplicate detection has been an increasingly interesting research field due to rapid growth in personal image collection of mobile device users. It has a high potential in helping users to annotate image by retrieving near duplicate images as well as retrieving similar images to build albums. It also allows users to search for visually similar images using image-based search. The near duplicate image detection part of project was based on extracting features using Scale Invariant Feature Transform (SIFT) and feature matching method to retrieve near duplicate images. The proposed method has shown commendable result on the system with high precision versus recall based on our image database compared with other methods. A more detailed review on the database used, chosen method and other available methods is discussed.
URI: http://hdl.handle.net/10356/45224
Rights: Nanyang Technological University
Fulltext Permission: restricted
Fulltext Availability: With Fulltext
Appears in Collections:EEE Student Reports (FYP/IA/PA/PI)

Files in This Item:
File Description SizeFormat 
E A3200-101.pdf
  Restricted Access
9.1 MBAdobe PDFView/Open

Google ScholarTM

Check

Items in DR-NTU are protected by copyright, with all rights reserved, unless otherwise indicated.