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Journal : Jurnal Komtekinfo

Development of Signature Image Processing Using Shape and Texture Patterns Prihandoko; Rahmawati, Sri; Yuhandri, Muhammad Habib
Jurnal KomtekInfo Vol. 12 No. 1 (2025): Komtekinfo
Publisher : Universitas Putra Indonesia YPTK Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35134/komtekinfo.v12i1.635

Abstract

A signature is a sign in written form, a person's identity for whether a document is correct or not, commonly known as a Biometric system. The Biometric system is the most basic, crucial and considered a superb process for a signature in detecting a person's identification and security. Signature forgery is a fraud that often occurs, causing bigger and longer expenses. For reasons like these, a signature detection system must be able to quickly and accurately recognize genuine and dummy signatures. The purpose of this study was to present the original and dummy signature pattern recognition by grouping the original signature data. In this study, Image Segmentation was used to divide the image into several parts, the K-Means Clustering algorithm to group several parts according to the properties of each object, and Feature Extraction of Texture Patterns and Shape Patterns with Gray Level Co-Occurrence Matrix (GLCM) to obtain feature values such as Entropy, Energy, Homogeneity, Correlation, and Contrast which has resulted in a study to detect genuine and counterfeit signatures. Preliminary results show that the percentage of identification of the signature biometric system developed using Feature Extraction with signature shapes on texture patterns got an average similarity rate of: 92.74%, and signature shapes on shape patterns attained an average similarity rate of: 79.20%. Therefore, the texture extraction pattern can detect the degree of similarity between the original signature and the dummy signature with a higher percentage value compared to the shape extraction pattern. The proposed method can produce better accuracy
Co-Authors . Zulfan Abd. Syakur Abdullah Abdullah Acep Komara Adi, Aprianus Adli Shakila, Farrah Adriyan Suhada Ahmad Taufiq Ahmadiar, Ahmadiar Ainur Rahim Setiawan Ajeng Dian Pertiwi, Ajeng Dian Aji Prasetya Wibawa Al-Idrus, Agil Alaina, Siska Amelia Purba, Wanda Aminah Aminah Aminuddin Prahatama Putra Andriansyah Andriansyah Angrayni, Septi Ayu Annisa Damanik, Wayana Aprilia, Veriani Aprima, Septi Gia Ardimen Arif Sabta Aji Asmadi, Didi Assabil, Yahdi Astuti, Devi Aswin Nasution Audia, Arfa Veni Azis, Rosidi Baharuddin Patandjengi Bayani, Faizul Belo, Joao Cendra Wadisman Damanik, Wayana Anisa Dinda Aulia, Nurul Djidin, Radhiyya Tsabitah Djidin, Radhiyya Tsabitah S. Dwi Haryati Eka Yusnaldi Ellyna Hafizah Fadilah, Roy Fatul Fadilla, Salsa Fadriati Fadriati Fajria, Rahmat Faziz, Muhammad Febrianti, Gerhana Ferniawan, Ferniawan Firmansyah, Giri Hadi Syahputra Hardani, H Hasanuddin, Iskandar Hayat, Lilis Marlina, Nurul Herawati, Rama Herlina Herlina Hery Fajeriadi Hidayaturrahmi, Hidayaturrahmi Hipmi, Ahmad Fahrian Husni, Fauzul Ikramullah, Ikramullah Imaniar Noor Faridah Inong Satriadi intan kusuma wardani Ipriadi Irohito Nozomi Itsna Oktaviyanti Izzaty, Nur Jainab, Jainab Jamhur, Annisak Izzaty Jamilah, Sri Jamilus Jamilus Jasmir, Jasmir Kamiriah, Rahmi Kardi Kardi, Kardi Khatulistiwa, Khatulistiwa Khoirunnisah, Frisqi Meilany Lavena, Deri Lestari, Juniarti Wulan Liestiany, Elly Lise Asnur liswijaya, liswijaya Liza Choirun Nisa' Lubis, Muhammad Hamzah Syafiq Lulusi Lulusi M Pekei, Imelda F.I M Tahir M. Zainul Muttaqin Mar’i Adnanda Harahap, Sania Mardison Mar’i Adnanda Harahap, Sania Maulizah, Rizlah Medyan Riza Michael Alexander Hutabarat Miftahul Jannah Muhammad Indar Pramudi Muhammad Rusdi Muhammad Zaini Munawaroh, Laila Murafi Azis, Muhammad Muslim Muslim Muttaqin, M. Zainul Muttaqin, Muhammad Zainul Ni Made Novi Suryanti Nisa, Liza Choirun Novie Ary Priyanti Nuraini Nuraini Nurkholidah Rambe, Riris Nursaptini Nursaptini Nurul Hidayat Oot Hotimah Pasaribu, Sayang Pertiwi, Deasy Vanda Prihandoko Pujianto Pujianto Purmafitriah, En Purnomo, Listiya Ike Purnomo, Singgih Aji Putra Juledi, Angga Putra, Awal Maulana Putra, Ondra Eka Putri, Rizky Febriyani Rahmad Rafid Rahman, Sepsa Nur Rahmawani, Fadhila Rahmiah Ramadhan, Muhammad Nazhief Ratulangi, Wulan Ratia Retno Devita Ridala, Muthia Riska Riska Risma, Anisa Rizky Perdana Bayu Putra Rosnalia Widyan Rr. Poppy Puspitasari, Rr. Poppy Rudiansyah Putra Ruri Hartika Zain S. Djidin, Radhiyya Tsabitah Sabrina, Nur Irhamni Safitri, Yulina Sailendra, Nova Veronika Salsabila, Salsabila Sarjon Defit Sarlotha Selan Satrijo Saloko Septiawan, Edo Sholeh, Asmar Sihombing, Volvo Silfia Andini, Silfia Siregar, Putri Novia Ramayani Siti Aminah Siti Fatimah Sofyan, Sarwo Edhy Sri Hendrawati Sri Idawati Sri Wahyuni Sri Wahyuni Subadra, ST. Ulfawanti Intan SUDARMAJI SUDARMAJI Sudibya, Eka Sufriadi Sufriadi Sukardi Sukardi Supriadi Surmayanti, Surmayanti Suryanto Suryanto Swati, Ni Nengah Sri Syah, Ultaza Syahriza, Syahriza Tamlicha, Akram Udink Aulia ustiawaty, jumari Utami, Evi Fatmi Veviani, Amelia W. D.Therik , Johannis Walidah, Ziyanah Willis, Tito Bisma May Windy Rakhmawati Yesi Puspita Sari, Yesi Puspita Yolandari, Syafni Yuhandri, Muhammad Habib Yuli, Yuli Yulia Nuri, Annisa Yusria Darma Yuwaldi Away Zulnuraini