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Wijaya, Ardi
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Journal : Jurnal TAM (Technology Acceptance Model)

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IMPLEMENTATION OF BILATERAL FILTERING FOR AESTHETIC ENHANCEMENT OF FACIAL IMAGES Wijaya, Ardi; Febriani, Lovi; Muntahanah, Muntahanah; Veronika, Nuri David Maria
Jurnal TAM (Technology Acceptance Model) Vol 16, No 1 (2025): Jurnal TAM (Technology Acceptance Model)
Publisher : Institut Bakti Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56327/jurnaltam.v16i1.1803

Abstract

Digital image is a representation of an image in the form of pixels arranged in a matrix. The image processing process includes acquisition, analysis, and manipulation to produce the desired output. In photography and social media, digital images play an important role in attracting attention. However, photos often experience problems such as noise and uneven lighting, which can reduce image quality. Therefore, image enhancement is needed to overcome these problems. The Bilateral Filtering method is one of the techniques that is very effective in reducing noise by considering the special distance and intensity differences between pixels, so that it can maintain the clarity of important elements in the image. This study aims to implement this technique in improving the aesthetics of facial images and evaluate its effectiveness in producing more attractive and high-quality images. from 50 datasets taken. The results of the study showed that Bilateral Filtering was able to improve the clarity of facial images without eliminating important details. The evaluation was carried out using image quality parameters such as PSNR (Peak Signal-to-Noise Ratio) and SSIM (Structural Similarity Index), which showed an increase in quality after the application of this method. In terms of user satisfaction, the results of the questionnaire showed that the satisfaction level reached 86.38%, which based on Table 5 is included in the "very good" category. Thus, the Bilateral Filtering method not only successfully improves the image quality without losing important details on the face. Objectively, but also provides high satisfaction for users in terms of aesthetics and visual comfort.
Co-Authors Abdul Syukur Abdullah, Dedy Ade Ferdiansyani Affandi Mussa, Anitya Putri Agus Setiawan Agustio, Faidillah Aji Setiyadi Alam, RG.Guntur Alamsyah, Malik Fajar Alfarrizi, Jhodie Andilala Anggara, Muhammad Andre Anita Septiani Putri Aprianti, Zalia Apridiansyah, Yovi Ardiansyah, Adidi Muhammad Ardoni, Yoan Ariestanto, Dian Arif Setiawan Aripun Army Martia Harjuna Avida, Meny Bagaskoro, Siswo Bryan Febriansyah Chandra Kusuma Johan2 Cheka, Julyane Kevin Dandi Sunardi Darnita, Yulia Daryono, Basofi Rachmadani David Maria Vironika, Nuri Della, Della Rahma Dendi Pranata, Dendi Pranata Dendy Pratama Dia Komalla Diana Dimas Andrean Saputra Dita, Willia Cahaya Dwy Mutia Dita Eka Sahputra Elly Hertita fadila, selvana Fadli, Rengga Fadlikal Ilham Aditma, Afredo Febitri, Nora Febriani, Lovi Feni, Rita Fernando, Jerry Franata, Heru Gading Cempaka Gunawan Gunawan Gunawan Guntur Alam Gustomi, Aldi Habiel Fachrozzy Hariani, Merti Sri Harry Witriyono Hendri Wibowo, Sastya Heru Franata hidayah, agung kharisma Hidayat, Muhammad Husni Ikhlasul, Ridho Ilpiklus Andika Putra Imanullah, Muhammad Imelia Okta Rama Yanti Janati, Iffah zafira Jerry Ario Zhonata Jestika Safitri Juhardi , Ujang Juhardi, Ujang Juliza, Sita Khairullah, Khairullah Kharisma , Agung Kirman Kirman, Kirman Kontesa, Ronaldo Kornengsih, Resnita Kurniawan, Edo Kusuma Putra Al Pharisie Lestri Yanti Liza nurpatmala M Yusuf Ramadhan Marhalim marhalim, marhalim Maskuri Sutomo Maulana, M Fiqri Mawarni, Shindy Metrisza Yona Saputra Meyzera, Anes Mohammad Candra wiliam Muhamad Abdul Fajri Muhammad Husni Rifqo Muhammad Kurrata A’yunin Muhammad Naufal Al Fadhil Muhammad Rafi Aldan Pratama Muhammad Teguh Satrio Mulyadi, Maheran Muntahanah Muntahanah, Muntahanah Mutiara Hikmah Nandika, Arjun Putra Nhadya Vita Loca Noris Feter Novan Gilang Ramadhan Nur'aini, Nur'aini Nurhayati Nurhayati Nuri David Maria Veronika Nuri David Maria Veronika Nurwijayanti Pahriza, Pahriza Pahrizal Pahrizal Pahrizal Pahrizal, Pahrizal Pandu Sujaba Pirdaus, M Sapta Pratama, Rindi Yudha Putra, Muhammad Ardiansah Putra, OJi Herwanda Putra, Riky Ade Putri Rahma Della Putri, Dinda Raffles, Richard Rahmat, Deki Rajes Andika Putra Ramadhan, Arya Gilang Ramzi, Reja Muhamad Randi Afri Nandes, Randi Randi Trio Ardiansyah Rasyid, Muhammad Soelaiman Renaldi Renaldi Ridho Akbar Rifqo, Muhammad Husni Riman, Gugi Walus rindy, rindy balincha Rohman, Mohammad Abkar Nur Rosalina Rosalina Rozali Toyib Safitri Safitri Safitri, Aisyah Sahputra, Eka Seftianto Selta Jaya Putra Sherenia Anisah Putri Sonita , Anisya Sonita, Anisya Sulaini, Soneta Supriatin Supriatin, Supriatin Surya Ade Saputera Tamara, Vivin Tauhid, Muhammad Ikhsan Thiara, Rekhi Toyib, Rozali Umasih Umasih Venny Arisi Veronica, Nuri David Maria Veronika, Nuri David Maria Vicky Victori Waluyo Witriyono, Harry Yawahar, Jon Yoga Muhamad Aryanto Yoga Saputra Yovi Apridiyansyah Yuda, Azildjian Arma Yudha, Bima Satria Yulia Darmi yuliadarnita, yuliadarnita Yusrizal Yusrizal Yuza Reswan