ItemConference Paper

Tailored Garment Recommendations Using Computer Vision and Machine Learning

Title
Tailored Garment Recommendations Using Computer Vision and Machine Learning
Creator
Likitha, T.B.; Sreeja, C.S.; Sandeep, J.; Sangeetha, G.; Nijatullah, Mansoor
Description
In the realm of online shopping, despite the many advancements made in this specific field, the dilemma of finding the best clothing items that are right fit and meet the style preference of a consumer and avoid returns is yet to be completely solved. This problem has often resulted in customer dissatisfaction. The proposed system intends to deal with this problem by analyzing the users body size and suggesting the best fitting garment that suits their size and style with the help of advanced computer vision and machine learning technologies. This approach not only provides an improved online shopping experience with personalized recommendations, it furthermore contributes toward reducing the environmental impact caused by the return of ill-fitting clothing hence promoting sustainability. The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.
Source
Lecture Notes in Electrical Engineering;Volume;1399 LNEE;pp.189-201
Date
01-01-2025
Publisher
Springer Science and Business Media Deutschland GmbH
Subject
Clothing recommendations; Computer vision; Customer satisfaction; Environmental sustainability; Future of fashion; Histogram of oriented gradients (HOG); Virtual fitting rooms
Coverage
Likitha T.B., Deparment of Computer Science, Christ Deemed to Be University, Bengaluru, India; Sreeja C.S., Deparment of Computer Science, Christ Deemed to Be University, Bengaluru, India; Sandeep J., Deparment of Computer Science, Christ Deemed to Be University, Bengaluru, India; Sangeetha G., Deparment of Computer Science, Christ Deemed to Be University, Bengaluru, India; Nijatullah M., Deparment of Computer Science, Christ Deemed to Be University, Bengaluru, India
Rights
Restricted Access; Hardcopy may be available in the library
Relation
ISSN: 18761100; ISBN: 978-981964429-2;
Format
online
Language
English
Type
Conference paper

Citation

Likitha, T.B.; Sreeja, C.S.; Sandeep, J.; Sangeetha, G.; Nijatullah, Mansoor, “Tailored Garment Recommendations Using Computer Vision and Machine Learning,” CHRIST (Deemed To Be University) Institutional Repository, accessed June 20, 2026, https://archives.christuniversity.in/items/show/25526.

Output Formats