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ReceiptImageExtraction in Budgeting Mobile Application

Technology brings convenience to people and changes the lifestyle of people as well in various aspects such as work, entertainment, education, finance and so on. It has revolutionized the way people approach budgeting, make it become easier and straight forward.In the aspect of finance, budgeting mo...

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Main Authors: Wong, Rou Yi, Tan, Ping Ping
Format: Article
Language:English
Published: UNIMAS Publisher 2024
Subjects:
T Technology (General)
Online Access:http://ir.unimas.my/id/eprint/45474/2/Tan.pdf
http://ir.unimas.my/id/eprint/45474/
https://publisher.unimas.my/ojs/index.php/TUR/article/view/6110
https://doi.org/10.33736/tur.6110.2024
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id my.unimas.ir.45474
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spelling my.unimas.ir.454742024-08-01T04:08:54Z http://ir.unimas.my/id/eprint/45474/ ReceiptImageExtraction in Budgeting Mobile Application Wong, Rou Yi Tan, Ping Ping T Technology (General) Technology brings convenience to people and changes the lifestyle of people as well in various aspects such as work, entertainment, education, finance and so on. It has revolutionized the way people approach budgeting, make it become easier and straight forward.In the aspect of finance, budgeting mobile application helps the group of people to record transactionswho need to track their money flow.However, thenormal manual input of data can betedious and with high possibility of error. In this paper, a budgeting application that appliescomputer vision was proposed and designed. It allows the application’s user to scan the receipts and extract the data from the receipts. The technology used to extract the data of receipt is Azure Form Recognizer which is a specializedOptical Character Recognizer (OCR) service that helps to extract form-like data. This would help to save the time for the user to repeat the steps to record the transaction by entering the details such as name, amount, date and so on one by one.Based on user testing, 26 out of 30 respondents (86.7%) agreed and 14 out of them strongly agreed that the receipt scanning feature and its ability to automatically fill in the transaction details are satisfactory. In summary, the OCR feature is important in a budgeting app UNIMAS Publisher 2024 Article PeerReviewed text en http://ir.unimas.my/id/eprint/45474/2/Tan.pdf Wong, Rou Yi and Tan, Ping Ping (2024) ReceiptImageExtraction in Budgeting Mobile Application. Trends in Undergraduate Researc, 7 (1). pp. 16-25. ISSN 2637-093X https://publisher.unimas.my/ojs/index.php/TUR/article/view/6110 https://doi.org/10.33736/tur.6110.2024
institution Universiti Malaysia Sarawak
building Centre for Academic Information Services (CAIS)
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sarawak
content_source UNIMAS Institutional Repository
url_provider http://ir.unimas.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Wong, Rou Yi
Tan, Ping Ping
ReceiptImageExtraction in Budgeting Mobile Application
description Technology brings convenience to people and changes the lifestyle of people as well in various aspects such as work, entertainment, education, finance and so on. It has revolutionized the way people approach budgeting, make it become easier and straight forward.In the aspect of finance, budgeting mobile application helps the group of people to record transactionswho need to track their money flow.However, thenormal manual input of data can betedious and with high possibility of error. In this paper, a budgeting application that appliescomputer vision was proposed and designed. It allows the application’s user to scan the receipts and extract the data from the receipts. The technology used to extract the data of receipt is Azure Form Recognizer which is a specializedOptical Character Recognizer (OCR) service that helps to extract form-like data. This would help to save the time for the user to repeat the steps to record the transaction by entering the details such as name, amount, date and so on one by one.Based on user testing, 26 out of 30 respondents (86.7%) agreed and 14 out of them strongly agreed that the receipt scanning feature and its ability to automatically fill in the transaction details are satisfactory. In summary, the OCR feature is important in a budgeting app
format Article
author Wong, Rou Yi
Tan, Ping Ping
author_facet Wong, Rou Yi
Tan, Ping Ping
author_sort Wong, Rou Yi
title ReceiptImageExtraction in Budgeting Mobile Application
title_short ReceiptImageExtraction in Budgeting Mobile Application
title_full ReceiptImageExtraction in Budgeting Mobile Application
title_fullStr ReceiptImageExtraction in Budgeting Mobile Application
title_full_unstemmed ReceiptImageExtraction in Budgeting Mobile Application
title_sort receiptimageextraction in budgeting mobile application
publisher UNIMAS Publisher
publishDate 2024
url http://ir.unimas.my/id/eprint/45474/2/Tan.pdf
http://ir.unimas.my/id/eprint/45474/
https://publisher.unimas.my/ojs/index.php/TUR/article/view/6110
https://doi.org/10.33736/tur.6110.2024
_version_ 1806456059576975360
score 13.211869

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