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307055

Fit Moi: Online Virtual Fitting Room With Texture Identification And Recommendation System

Article

Last updated: 24 Dec 2024

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Tags

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Abstract

Virtual fitting rooms have attracted the sights of the market need in the past two years; The world faced a colossal pandemic that led everything to be online.  This proposed framework aims to solve the online shopping problem using deep learning algorithms and techniques. Users face significant issues, whether finding the perfect fit, recognizing the fabric, or styling their outfits. As a result, merchants' profit is impacted, resulting in a high percentage of returns. This proposed model aims to generate a 3D human model. Based on the measurements extracted from the user's images and the user's weight and height for more accurate results. The user can see how simulated 3D clothes will look on his 3D body model, and Then he will know the exact size that fits him and can view the texture. Finally, the user will have styling tips recommended according to his chosen outfit.

DOI

10.21608/jocc.2023.307055

Keywords

3D model generation Sequence recommendation system, Image processing, Deep learning, Computer Vision

Authors

First Name

Diaa

Last Name

AbdElminaam

MiddleName

s

Affiliation

Department of Data Science , Faculty of Computer Science , Misr International University , Cairo , Egypt

Email

diaa.salama@miuegypt.edu.eg

City

-

Orcid

0000-0002-1544-9906

First Name

yasmin

Last Name

mohamed

MiddleName

-

Affiliation

Faculty of computer science ; Misr International University

Email

yasmin1902324@miuegypt.edu.eg

City

cairo

Orcid

-

First Name

salma

Last Name

osama

MiddleName

-

Affiliation

Faculty of computer science ; Misr International University

Email

salma1905060@miuegypt.edu.eg

City

cairo

Orcid

-

First Name

rogina

Last Name

Michelle

MiddleName

-

Affiliation

Faculty of computer science ; Misr International University

Email

rogina1902401@miuegypt.edu.eg

City

cairo

Orcid

-

First Name

youssef

Last Name

Karam

MiddleName

-

Affiliation

Faculty of computer science ; Misr International University

Email

youssef1903816@miuegypt.edu.eg

City

cairo

Orcid

-

First Name

Mennat Allah

Last Name

Hassan

MiddleName

-

Affiliation

Faculty of Computer Science, Misr International University.

Email

mennatallah.sayed@miuegypt.edu.eg

City

-

Orcid

-

Volume

2

Article Issue

2

Related Issue

42348

Issue Date

2023-07-01

Receive Date

2023-05-27

Publish Date

2023-07-01

Page Start

19

Page End

30

Online ISSN

2636-3577

Article File

JOCC_Volume 2_Issue 2_Pages 19-30.pdf

PDF . 775.5kB

Link

https://jocc.journals.ekb.eg/article_307055.html

Detail API

https://jocc.journals.ekb.eg/service?article_code=307055

Order

3

Type

Original Article

Type Code

731

Publication Type

Journal

Publication Title

Journal of Computing and Communication

Publication Link

https://jocc.journals.ekb.eg/

MainTitle

Fit Moi: Online Virtual Fitting Room With Texture Identification And Recommendation System

Details

Type

Article

Created At

24 Dec 2024