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StyloCam Pen starts with enabling the users to take a capture of the text they wish to read, where it will be converted into text through optical character recognition (OCR). Our proposed work demonstrates good performance in terms of character error rate (CER) and word error rate (WER), achieving 0% errors in both metrics when capturing images with different font sizes (14, 12 and 10), while the font size of 8 had a 25.7% CER and a 65.4% WER. Moreover, the OCR system cannot effectively process light colors but is capable of detecting content in various languages. Furthermore, utilizing the multithreading technique in our design results in a 3.9 times acceleration compared to the single-threaded approach.<\/jats:p>","DOI":"10.1142\/s0218126625504869","type":"journal-article","created":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T09:23:48Z","timestamp":1757582628000},"source":"Crossref","is-referenced-by-count":2,"title":["StyloCam Pen Reader: A Smart IoT-based Linguistic Reading Pen"],"prefix":"10.1142","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-0541-7550","authenticated-orcid":false,"given":"Hala","family":"Ghannam","sequence":"first","affiliation":[{"name":"Department of Electrical Engineering, University of Sharjah, Sharjah 27272, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-3505-5549","authenticated-orcid":false,"given":"Rawan","family":"Khanfar","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, University of Sharjah, Sharjah 27272, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-9757-2171","authenticated-orcid":false,"given":"Chaima","family":"Boukhatem","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, University of Sharjah, Sharjah 27272, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3660-6544","authenticated-orcid":false,"given":"Ali A.","family":"El-Moursy","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, University of Sharjah, Sharjah 27272, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0719-8681","authenticated-orcid":false,"given":"Oruba","family":"Alfawaz","sequence":"additional","affiliation":[{"name":"Research Institute of Sciences and Engineering, University of Sharjah, Sharjah 27272, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9677-8911","authenticated-orcid":false,"given":"Fadi N.","family":"Sibai","sequence":"additional","affiliation":[{"name":"Electrical and Computer Engineering Department, Gulf University for Science and Technology, Mubarak Al-Abdullah, Kuwait"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4645-4043","authenticated-orcid":false,"given":"Khalid","family":"Javeed","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, University of Sharjah, Sharjah 27272, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"219","published-online":{"date-parts":[[2025,10,17]]},"reference":[{"key":"S0218126625504869BIB001","volume-title":"Teaching Reading","author":"Pang E. 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