Mobile application for clothing image acquisition and outfit style composition

Bernarda Pust (2013) Mobile application for clothing image acquisition and outfit style composition. EngD thesis.

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Abstract

Nowadays, more and more people are using smart phones. Applications enable fast access to information and necessary functionality. There are new applications published every day and every one of them wants to offer user something, that hasn't existed before. The diploma thesis describes development of an application for iOS platform, which is one of the leading platforms on the market at the moment. Application offers the user to create new fashion looks from clothes that were added to a virtual closet, either with use of device's integrated camera or from the device's library. User can create look, without even opening closet doors. There is an option of changing color properties and removing unwanted background around the object of interest. Alpha matting is accomplished with the GrabCut algorithm that is implemented in OpenCV library. The background removal is successful in most cases. The result is usually satisfactory for typical use cases. When the background and foreground contain same colors, additional user input is required. The user has to mark additional area as background or foreground.

Item Type:

Thesis (EngD thesis)

Keywords:

image segmentation, background removal, GrabCut, image editing, OpenCV, creating looks, iOS, XCode

Number of Pages:

Language of Content:

Slovenian

Mentor / Comentors:

Name and Surname	ID	Function
doc. dr. Peter Peer	294	Mentor

Link to COBISS:

http://www.cobiss.si/scripts/cobiss?command=search&base=51012&select=(ID=9988436)

Institution:

University of Ljubljana

Department:

Faculty of Computer and Information Science

Item ID:

2096

Date Deposited:

11 Jul 2013 16:08

Last Modified:

05 Jun 2015 12:28

URI:

http://eprints.fri.uni-lj.si/id/eprint/2096

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