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Journal : Jurnal Teknik Informatika (JUTIF)

RECOMMENDATION SYSTEM FOR SELECTING HAIRCUT MODELS BASED ON FACIAL SHAPE USING THE VIOLA-JONES METHOD Samsudin, Samsudin; Ramadhani, Risky Aswi; Sanjaya, Ardi
Jurnal Teknik Informatika (Jutif) Vol. 5 No. 1 (2024): JUTIF Volume 5, Number 1, February 2024
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2024.5.1.1628

Abstract

Face shape and hairstyle are two interrelated elements that will affect a person's overall appearance. The shape of the face has different shapes, such as round, square, oval, diamond, and heart-shaped, choosing a hairstyle must adjust the shape of the face in order to get the appropriate results. The problem that often arises when getting a haircut is choosing a hairstyle that does not match the shape of the face. The purpose of this research is to develop a system that can assist users in knowing the shape of the face and can provide recommendations for haircuts that match the shape of the face. This type of research uses the viola-jones method with the stages of haar-like features, integral images, AdaBoost Machine Learning, cascade classifier. The results of this study show that the system can detect the shape of the user's face and produce recommendations for haircut models based on face shape. The results of direct trials of the haircut model selection system based on face shape on 30 respondents resulted in 20% not suitable and 80% of the 30 respondents felt suitable with the results of selecting a haircut model based on face shape using the Viola-Jones method. The Viola-Jones method tested with the confision matrix obtained an accuracy value of 43%.
Co-Authors Achmad Youngy Fernando Adi Arisandi Aditya Nur Ramadyanta Agus Muhaimin Ahmad Andi Fatkhur Rohman Ahmad Bagus Setiawan Akbar Fastio Hari Setiawan Al Fitroh, Diky Tri Cahyo Alief Fakhrul Rachmad Nuraissa Andre Gus Asrori Andy suara Anwar Muzaki Ariska Fitria Anggelin Arthur Glenn Tambahani Asmoro, Shandy Sadewa Bagus Nugraha Bambang Wijanarko Candra Mega Adi Kurniawan Danang Wahyu Widodo Danar Putra Pamungkas, Danar Putra Dedy Surya Wijaya Dhian Dwi Nur Wenda, Dhian Dwi Nur Donni Rezaldy Eko Nurkholis Elga Asfa Erwanto Erlina Nasrinatun Ni’mah Eureka Jeremy Aritomatika Fajar Teguh Wicaksono Fery Setiawan Hidayat, Farouk Ryan Ilham Permana Putra Imam Nur Muttaqin Intan Nur Farida Irfan Fauzi Joelyan Vicky Purnama Putra Juli Sulaksono Julian Sahertian Kayan, Arwienda Leon Prasetya Mulya M. Feryan Ivanda Ferari Mahdiyah, Umi Maulana, Arfan Melati, Laurenza Aprilya Moh. Fuad Uddin Moh. Khoirul Mukhlis Muhammad Tri Anwarruddin Munir, Muhamad Misbahul Muzan Ihda Khotmuniza N.S.A, M Mukhlish NUR LAILIYAH Nureka Agung Nugroho Patmi Kasih Prasetyo, Aprisa Risky Qoni’ Abdul Wahid Rafi, Reno Rana Ratih Kumalasari N Ratih Kumalasari Niswatin Rendy Wahyudi Resty Wulaningrum Resty Wulanningrum Reyno Yusuf Zakaria Reza Darmawan Ridho Nur Hamid Rino Ekta Aprilliwanto Rio Aprillyano Risa Helilintar Risaniatin Ningsih Risky Aswi R, Risky Risky Vridel Eduard Pandie Sahertian , Julian Salsabilla Atasyaputri Setyawan Samsudin Samsudin Sempu Dwi Sasongko Sholih, Faris Ashofi Sholih, Faris Ashofi Siti Alvi Nikmah Stifen Zuro Mudjiono Suhertian, Julian Taufiq Nurhidayat Trinanda Majid Cipta Sidqika Trinurais, Mochamad Yuda Triosaputra, Johan Rizky Vivi Ratnawati Wahyu Cahyo Utomo Wanda Nareswara wasis himawanto, wasis Wibowo, Ridho Kuncoro Adji Widi Wulansari, Widi Yayan Anandra Yoggyanto, Ary Yogi Suryo Prayogo Yosua Yonnas Pramudita Yulianto Dwi Raharjo Yulingga Nanda Hanief