Mobile visual product search and recommendation

Smart phones have evolved immensely throughout the years in its function. High resolution cameras, color displays and better graphics have produced good quality image and video through the phone. In additional, broadband wireless hot spots, GPS and wireless network technology (3G, 4G, etc) ena...

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Main Author: Nam, Freddy Weixiang
Other Authors: Yap Kim Hui
Format: Final Year Project
Language:English
Published: 2016
Subjects:
Online Access:http://hdl.handle.net/10356/67820
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-678202023-07-07T17:49:40Z Mobile visual product search and recommendation Nam, Freddy Weixiang Yap Kim Hui School of Electrical and Electronic Engineering DRNTU::Engineering Smart phones have evolved immensely throughout the years in its function. High resolution cameras, color displays and better graphics have produced good quality image and video through the phone. In additional, broadband wireless hot spots, GPS and wireless network technology (3G, 4G, etc) enables us to access the net easily. With all these made available, we can easily query for products or places through the net with the image captured by the user without using text based search. Mobile visual search application can be used to query images and the query result will be displayed on the camera page. In addition with augmented reality function, the query result is accurate and the response is fast. Augmented reality enables user to continuously scan the image till a result is displayed and therefore the time for searching is greatly reduced as compared to the traditional text based search. Further in the application, user will be enriched with product information and also recommendation and comparison of products. This in turn, can help to close the gap between the real and digital world. [1] Mobile Visual Search applications also pose a few challenges. 1. Query of images have to be fast in order to increase efficiency 2. Battery consumption while using the application 3. Robustness of object in terms of the shape of object and lighting condition at that point of time 4. Handling of constrained domains All these factors pose a need to further studies on the field of mobile visual search. Bachelor of Engineering 2016-05-21T05:47:40Z 2016-05-21T05:47:40Z 2016 Final Year Project (FYP) http://hdl.handle.net/10356/67820 en Nanyang Technological University 58 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering
spellingShingle DRNTU::Engineering
Nam, Freddy Weixiang
Mobile visual product search and recommendation
description Smart phones have evolved immensely throughout the years in its function. High resolution cameras, color displays and better graphics have produced good quality image and video through the phone. In additional, broadband wireless hot spots, GPS and wireless network technology (3G, 4G, etc) enables us to access the net easily. With all these made available, we can easily query for products or places through the net with the image captured by the user without using text based search. Mobile visual search application can be used to query images and the query result will be displayed on the camera page. In addition with augmented reality function, the query result is accurate and the response is fast. Augmented reality enables user to continuously scan the image till a result is displayed and therefore the time for searching is greatly reduced as compared to the traditional text based search. Further in the application, user will be enriched with product information and also recommendation and comparison of products. This in turn, can help to close the gap between the real and digital world. [1] Mobile Visual Search applications also pose a few challenges. 1. Query of images have to be fast in order to increase efficiency 2. Battery consumption while using the application 3. Robustness of object in terms of the shape of object and lighting condition at that point of time 4. Handling of constrained domains All these factors pose a need to further studies on the field of mobile visual search.
author2 Yap Kim Hui
author_facet Yap Kim Hui
Nam, Freddy Weixiang
format Final Year Project
author Nam, Freddy Weixiang
author_sort Nam, Freddy Weixiang
title Mobile visual product search and recommendation
title_short Mobile visual product search and recommendation
title_full Mobile visual product search and recommendation
title_fullStr Mobile visual product search and recommendation
title_full_unstemmed Mobile visual product search and recommendation
title_sort mobile visual product search and recommendation
publishDate 2016
url http://hdl.handle.net/10356/67820
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