<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">kaz29</journal-id><journal-title-group><journal-title xml:lang="ru">Вестник Казахстанско-Британского технического университета</journal-title><trans-title-group xml:lang="en"><trans-title>Herald of the Kazakh-British Technical University</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1998-6688</issn><issn pub-type="epub">2959-8109</issn><publisher><publisher-name>Казахстанско-Британский Технический Университет</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.55452/1998-6688-2024-21-1-10-18</article-id><article-id custom-type="elpub" pub-id-type="custom">kaz29-1018</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>КОМПЬЮТЕРНЫЕ НАУКИ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>COMPUTER SCIENCE</subject></subj-group></article-categories><title-group><article-title>БЕСКОНТАКТНАЯ  СИСТЕМА  ОТПЕЧАТКОВ  ПАЛЬЦЕВ НА  БАЗЕ  ИНТЕЛЛЕКТУАЛЬНОГО ДАТЧИКА</article-title><trans-title-group xml:lang="en"><trans-title>SMART  SENSOR  BASED  TOUCHLESS  FINGERPRINT  SYSTEM</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-8002-3904</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Кхан</surname><given-names>Гулам Дастагир</given-names></name><name name-style="western" xml:lang="en"><surname>Khan</surname><given-names>Gulam Dastagir</given-names></name></name-alternatives><bio xml:lang="ru"><p>ассистент-профессор</p><p>Маскат, 123</p></bio><bio xml:lang="en"><p>Assistant Professor</p><p>Muscat, 123</p></bio><email xlink:type="simple">G.khan1@squ.edu.om</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ал-Кааби</surname><given-names>Ахмед Юма</given-names></name><name name-style="western" xml:lang="en"><surname>Al-Kaabi</surname><given-names>Ahmed Juma</given-names></name></name-alternatives><bio xml:lang="ru"><p>студент</p><p>Маскат, 123</p><p>   </p></bio><bio xml:lang="en"><p>student</p><p>Muscat, 123</p><p>   </p></bio><email xlink:type="simple">s124136@student.squ.edu.om</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ал-Кхаруси</surname><given-names>Хусам Ахмед</given-names></name><name name-style="western" xml:lang="en"><surname>Al-Kharusi</surname><given-names>Husam Ahmed</given-names></name></name-alternatives><bio xml:lang="ru"><p>студент</p><p>Маскат, 123</p></bio><bio xml:lang="en"><p>student</p><p>Muscat, 123</p></bio><email xlink:type="simple">s124556@student.squ.edu.om</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ал-Ращахи</surname><given-names>Мохаммед Сулаиман</given-names></name><name name-style="western" xml:lang="en"><surname>Al-Rawahi</surname><given-names>Mohammed Sulaiman</given-names></name></name-alternatives><bio xml:lang="ru"><p>студент</p><p>Маскат, 123</p></bio><bio xml:lang="en"><p>student</p><p>Muscat, 123</p></bio><email xlink:type="simple">s123883@student.squ.edu.om</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Инженерный колледж Университета Султана Кабуса (SQU)<country>Оман</country></aff><aff xml:lang="en">College of Engineering, Sultan Qaboos University (SQU)<country>Oman</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2024</year></pub-date><pub-date pub-type="epub"><day>25</day><month>03</month><year>2024</year></pub-date><volume>21</volume><issue>1</issue><fpage>10</fpage><lpage>18</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Кхан Г., Ал-Кааби А., Ал-Кхаруси Х., Ал-Ращахи М., 2024</copyright-statement><copyright-year>2024</copyright-year><copyright-holder xml:lang="ru">Кхан Г., Ал-Кааби А., Ал-Кхаруси Х., Ал-Ращахи М.</copyright-holder><copyright-holder xml:lang="en">Khan G., Al-Kaabi A., Al-Kharusi H., Al-Rawahi M.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://vestnik.kbtu.edu.kz/jour/article/view/1018">https://vestnik.kbtu.edu.kz/jour/article/view/1018</self-uri><abstract><p>В статье представлена бесконтактная система распознавания отпечатков пальцев, предлагающая гигиеничную альтернативу традиционным сенсорным системам. Основной целью является разработка и оценка комплексного решения, которое позволит устранить проблемы, связанные с гигиеной, и снизить риски передачи заболеваний, особенно в связи с продолжающейся пандемией Covid-19. Предлагаемая система использует современный бесконтактный датчик для захвата сложных изображений отпечатков пальцев, их последующей обработки, хранения и извлечения данных для дальнейшего сопоставления. Устраняя необходимость физического контакта, система эффективно решает проблемы, связанные с непостоянным давлением и длительным временем сбора данных. Бесконтактная технология отпечатков пальцев, представленная в этой системе, имеет большие перспективы для различных приложений, требующих безопасного и гигиеничного распознавания отпечатков пальцев. Предлагаемый метод преодолевает ограничения, присущие сенсорным системам, что делает его хорошо подходящим для сред, где вопросы здоровья и безопасности имеют первостепенное значение. Интеграция этой бесконтактной технологии не только повышает безопасность, но и вносит значительный вклад в здравоохранение за счет снижения риска перекрестного заражения в общих точках соприкосновения. В то время как мир преодолевает проблемы, связанные с пандемией, внедрение бесконтактных систем распознавания отпечатков пальцев представляет собой решающий шаг на пути к созданию более безопасной и гигиеничной среды.</p></abstract><trans-abstract xml:lang="en"><p>his paper introduces a touchless fingerprint recognition system, offering a hygienic alternative to conventional touch-based systems. The primary objective is to develop and evaluate a comprehensive solution that addresses hygiene-related concerns and mitigates the risks associated with disease transmission, particularly in the context of the ongoing Covid-19 pandemic. The proposed system utilizes a state-of-the-art touchless sensor to capture intricate fingerprint images, subsequently processing, storing, and retrieving them for matching purposes. By eliminating the need for physical contact, the system effectively tackles issues related to inconsistent pressure and prolonged collection times. The touchless fingerprint technology showcased in this system holds great promise for diverse applications that demand secure and hygienic fingerprint recognition. The proposed method overcomes the limitations inherent in touch-based systems, making it well-suited for environments where health and safety considerations are paramount. The integration of this touchless technology not only enhances security but also contributes significantly to public health by reducing the risk of cross-contamination in shared touchpoints. As the world navigates the challenges posed by the pandemic, the adoption of touchless fingerprint recognition systems represents a crucial step toward creating safer and more hygienic environments.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>бесконтактная технология отпечатков пальцев</kwd><kwd>сенсорные системы</kwd><kwd>гигиена</kwd><kwd>передача заболеваний</kwd><kwd>безопасность</kwd><kwd>точность</kwd></kwd-group><kwd-group xml:lang="en"><kwd>Touchless fingerprint technology</kwd><kwd>Touch-based systems</kwd><kwd>Hygiene</kwd><kwd>Disease Transmission</kwd><kwd>Security</kwd><kwd>Accuracy</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Jain A.K., Nandakumar K., Ross A. 50 years of biometric research: Accomplishments, challenges, and opportunities. Pattern Recogn. Lett., 2016, no.79, pp. 80–105.</mixed-citation><mixed-citation xml:lang="en">Jain A.K., Nandakumar K., Ross A. 50 years of biometric research: Accomplishments, challenges, and opportunities. Pattern Recogn. Lett., 2016, no.79, pp. 80–105.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Maltoni D., Maio D., Jain A., Prabhakar S. Handbook of Fingerprint Recognition. Chap. Fingerprint analysis and representation, 2nd edn., 2009, Springer, London, pp. 97–166.</mixed-citation><mixed-citation xml:lang="en">Maltoni D., Maio D., Jain A., Prabhakar S. Handbook of Fingerprint Recognition. Chap. Fingerprint analysis and representation, 2nd edn., 2009, Springer, London, pp. 97–166.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Labati R.D., Scotti F. Encyclopedia of Cryptography and Security, Fingerprint, 2011, Springer US, Boston, pp. 460–465.</mixed-citation><mixed-citation xml:lang="en">Labati R.D., Scotti F. Encyclopedia of Cryptography and Security, Fingerprint, 2011, Springer US, Boston, pp. 460–465.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Labati R.D., Genovese A., Piuri V., Scotti F. Touchless fingerprint biometrics: A survey on 2d and 3d technologies. J. Internet Technol., 2014, no. 15(3), 328.</mixed-citation><mixed-citation xml:lang="en">Labati R.D., Genovese A., Piuri V., Scotti F. Touchless fingerprint biometrics: A survey on 2d and 3d technologies. J. Internet Technol., 2014, no. 15(3), 328.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Song Y., Lee C., Kim J. International Symposium on Intelligent Signal Processing and Communication Systems, A new scheme for touchless fingerprint recognition system, 2004, IEEE, New York, pp. 524–527.</mixed-citation><mixed-citation xml:lang="en">Song Y., Lee C., Kim J. International Symposium on Intelligent Signal Processing and Communication Systems, A new scheme for touchless fingerprint recognition system, 2004, IEEE, New York, pp. 524–527.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Parziale G., Chen Y. Handbook of Remote Biometrics. Advanced technologies for touchless fingerprint recognition, 2009, Springer, London, pp. 83–109.</mixed-citation><mixed-citation xml:lang="en">Parziale G., Chen Y. Handbook of Remote Biometrics. Advanced technologies for touchless fingerprint recognition, 2009, Springer, London, pp. 83–109.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Khalil M.S., Wan F.K. International Conference on Wavelet Analysis and Pattern Recognition (ICWAPR). A review of fingerprint pre-processing using a mobile phone, 2012, IEEE, New York, pp. 152– 157.</mixed-citation><mixed-citation xml:lang="en">Khalil M.S., Wan F.K. International Conference on Wavelet Analysis and Pattern Recognition (ICWAPR). A review of fingerprint pre-processing using a mobile phone, 2012, IEEE, New York, pp. 152– 157.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Malhotra A., Sankaran A., Mittal A., Vatsa M., Singh R. Human Recognition in Unconstrained Environments. Chapter fingerphoto authentication using smartphone camera captured under varying environmental conditions, 2017, Academic Press, New York, pp. 119–144.</mixed-citation><mixed-citation xml:lang="en">Malhotra A., Sankaran A., Mittal A., Vatsa M., Singh R. Human Recognition in Unconstrained Environments. Chapter fingerphoto authentication using smartphone camera captured under varying environmental conditions, 2017, Academic Press, New York, pp. 119–144.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Mil’shtein S., Pillai A. IEEE International Symposium on Technologies for Homeland Security (HST). Perspectives and limitations of touchless fingerprints, 2017, IEEE, New York, pp. 1–6.</mixed-citation><mixed-citation xml:lang="en">Mil’shtein S., Pillai A. IEEE International Symposium on Technologies for Homeland Security (HST). Perspectives and limitations of touchless fingerprints, 2017, IEEE, New York, pp. 1–6.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Donida Labati R., Genovese A., Piuri V., Scotti F. Selfie Biometrics: Advances and ChallengesAdvances in Computer Vision and Pattern Recognition. A Scheme for Fingerphoto Recognition in Smartphones, 2019, Springer, Cham, pp. 49–66.</mixed-citation><mixed-citation xml:lang="en">Donida Labati R., Genovese A., Piuri V., Scotti F. Selfie Biometrics: Advances and ChallengesAdvances in Computer Vision and Pattern Recognition. A Scheme for Fingerphoto Recognition in Smartphones, 2019, Springer, Cham, pp. 49–66.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Cheng K., Kumar A. Contactless finger knuckle identification using smartphones. Proceedings of the International Conference of Biometrics Special Interest Group (BIOSIG), 2012, pp. 1–6.</mixed-citation><mixed-citation xml:lang="en">Cheng K., Kumar A. Contactless finger knuckle identification using smartphones. Proceedings of the International Conference of Biometrics Special Interest Group (BIOSIG), 2012, pp. 1–6.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Putra G. et al. Android based palmprint recognition system. TELKOMNIKA, 2014, no. 12(1), pp. 263–272.</mixed-citation><mixed-citation xml:lang="en">Putra G. et al. Android based palmprint recognition system. TELKOMNIKA, 2014, no. 12(1), pp. 263–272.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Raja K et al. Smartphone based visible iris recognition using deep sparse filtering. Pattern Recognit. Lett., 2015, no. 57(1), pp. 33–42.</mixed-citation><mixed-citation xml:lang="en">Raja K et al. Smartphone based visible iris recognition using deep sparse filtering. Pattern Recognit. Lett., 2015, no. 57(1), pp. 33–42.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Son B. et al. Method of recognizing contactless fingerprint and electronic device for performing the same. US Patent 0146943, 2015, May.</mixed-citation><mixed-citation xml:lang="en">Son B. et al. Method of recognizing contactless fingerprint and electronic device for performing the same. US Patent 0146943, 2015, May.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Sankaran A. et al. On smartphone camera based fingerphoto authentication. Proceedings of the 7th IEEE International Conference on Biometrics Theory, Applications and Systems (BTAS), 2015, September, pp. 1–7.</mixed-citation><mixed-citation xml:lang="en">Sankaran A. et al. On smartphone camera based fingerphoto authentication. Proceedings of the 7th IEEE International Conference on Biometrics Theory, Applications and Systems (BTAS), 2015, September, pp. 1–7.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Stein C., Nickel C., Busch C. Fingerphoto recognition with smartphone cameras. Proceedings of the International Conference of Biometrics Special Interest Group (BIOSIG), 2012, September, pp. 1–12.</mixed-citation><mixed-citation xml:lang="en">Stein C., Nickel C., Busch C. Fingerphoto recognition with smartphone cameras. Proceedings of the International Conference of Biometrics Special Interest Group (BIOSIG), 2012, September, pp. 1–12.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Tiwari K., Gupta P. A touchless fingerphoto recognition system for mobile hand-held devices. Proceedings of the International Conference on Biomertrics (ICB), 2015, May, pp. 151–156.</mixed-citation><mixed-citation xml:lang="en">Tiwari K., Gupta P. A touchless fingerphoto recognition system for mobile hand-held devices. Proceedings of the International Conference on Biomertrics (ICB), 2015, May, pp. 151–156.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Yang B. et al. Collecting fingerprints for recognition using mobile phone cameras. Proceedings of SPIE 8304: Multimedia on Mobile Devices, 2012.</mixed-citation><mixed-citation xml:lang="en">Yang B. et al. Collecting fingerprints for recognition using mobile phone cameras. Proceedings of SPIE 8304: Multimedia on Mobile Devices, 2012.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Labati R. et al. Touchless fingerprint biometrics: a survey on 2D and 3D technologies. J. Internet Technol, 2014, no. 15(3), pp. 325–332.</mixed-citation><mixed-citation xml:lang="en">Labati R. et al. Touchless fingerprint biometrics: a survey on 2D and 3D technologies. J. Internet Technol, 2014, no. 15(3), pp. 325–332.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Kumar A., Kwong C. Towards contactless, low-cost and accurate 3D fingerprint identification. IEEE Trans. Pattern Anal. Mach. Intell., 2015, no. 37(3), pp. 681–696.</mixed-citation><mixed-citation xml:lang="en">Kumar A., Kwong C. Towards contactless, low-cost and accurate 3D fingerprint identification. IEEE Trans. Pattern Anal. Mach. Intell., 2015, no. 37(3), pp. 681–696.</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Birajadar P., Haria M., Kulkarni P., Gupta S., Joshi P., Singh B. and Gadre V. Towards smartphone based touchless fingerprint recognition. Sādhanā, 2019, no. 44, pp. 1–15.</mixed-citation><mixed-citation xml:lang="en">Birajadar P., Haria M., Kulkarni P., Gupta S., Joshi P., Singh B. and Gadre V. Towards smartphone based touchless fingerprint recognition. Sādhanā, 2019, no. 44, pp. 1–15.</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Priesnitz J., Rathgeb C., Buchmann N., Busch C. and Margraf M. An overview of touchless 2D fingerprint recognition. EURASIP Journal on Image and Video Processing, 2021, no.1, pp. 1–28.</mixed-citation><mixed-citation xml:lang="en">Priesnitz J., Rathgeb C., Buchmann N., Busch C. and Margraf M. An overview of touchless 2D fingerprint recognition. EURASIP Journal on Image and Video Processing, 2021, no.1, pp. 1–28.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Bruna J., Mallat S. Invariant scattering convolution networks. IEEE Trans. Pattern Anal. Mach. Intell., 2013, no. 35(8), pp. 1872–1886.</mixed-citation><mixed-citation xml:lang="en">Bruna J., Mallat S. Invariant scattering convolution networks. IEEE Trans. Pattern Anal. Mach. Intell., 2013, no. 35(8), pp. 1872–1886.</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
