Prof. Dr.Ir. Fitri Arnia, S.T., M.Eng.Sc., IPU
Tentang Saya (About Me)
Fitri Arnia received B. Eng degree from Universitas Sumatera Utara (USU) Medan. She finished her master's and a doctoral degree from the University of New South Wales (UNSW), Sydney, Australia, and Tokyo Metropolitan University, Japan. She is a multimedia signal processing professor with the Department of Electrical Engineering, Faculty of Engineering, Syiah Kuala University. She was a visiting researcher at Tokyo Metropolitan University, Japan, and Suleyman Demirel University, Isparta, Turkey. She has been awarded the AusAID Scholarship, Hashiya Scholarship, and the Latvian Fellowship for Research from the Latvian Government. Since 2008, She has served as the Editor-in-Chief for Jurnal Rekayasa Elektrika (Accredited by RISTEKDIKTI). Her research interests include signal, image, and multimedia information processing. She is a member of PII, IEEE, ACM, and APSIPA.
f.arnia@usk.ac.id
https://www.researchgate.net/profile/Fitri-A
Publikasi (Publications)
Jurnal (Journals)
Ramadhana, R. , Saddami, K. , Munadi, K. , Arnia, F., 2022, On Reducing ShuffleNets’ Block for Mobile-based Breast Cancer Detection Using Thermogram: Performance Evaluation, Indonesian Journal of Electrical Engineering and Informatics, 10(4), 891-901, 2089-3272.
Khairul Munadi, Khairun Saddami, Maulisa Oktiana, Roslidar Roslidar, Kahlil Muchtar, Melinda Melinda, Rusdha Muharar, Maimun Syukri, Taufik Fuadi Abidin, Fitri Arnia, 2022, A Deep Learning Method for Early Detection of Diabetic Foot Using Decision Fusion and Thermal Images, Applied Sciences, 12(15), 7524, 2076-3417.
Fitri Arnia, Khairun Saddami, Khairul Munadi, 2021, DCNet: Noise-Robust Convolutional Neural Networks for Degradation Classification on Ancient Documents, Journal of Imaging MDPI, 7(7), 114, 2313-433X.
Fitri Arnia, Maulisa Oktiana, Khairun Saddami, Khairul Munadi, Roslidar, Biswajeet Pradhan, 2021, Homomorphic Filtering and Phase-Based Matching for Cross-Spectral Cross-Distance Face Recognition, Sensors MDPI, 21(13), 4575, 1424-822.
Khairun Saddami, Fitri Arnia, Yuwaldi Away, Khairul Munadi, 2020, Kombinasi Metode Nilai Ambang Lokal dan Global untuk Restorasi Dokumen Jawi Kuno, Jurnal Teknologi Informasi dan Ilmu Komputer (JTIIK), 7, 163-169, 2355-7699.
Ramadhani, Fitri Arnia, Rusdha Muharar, 2020, Klasifikasi Otomatis Motif Tekstil Menggunakan Support Vector Machine Multi Kelas, Jurnal Teknologi Informasi dan Ilmu Komputer (JTIIK), 7, 99-107, 2528-6579.
Khairun Saddami, Khairul Munadi, Yuwaldi Away, FitriArnia, 2019, Effective and fast binarization method for combined degradation on ancient documents, Heliyon, 5, e02613, 2405-8440.
Maulisa Oktiana, Khairun Saddami, Fitri Arnia, Yuwaldi Away, Keita Hirai, Takahiko Horiuchi, Khairul Munadi, 2019, Advances in Cross-Spectral Iris Recognition Using Integrated Gradientface-Based Normalization, IEEE Access, 7, 130484 - 130494, 2169-3536.
Fitri Arnia, Khairun Saddami, Khairul Munadi, 2019, Moment Invariant-Based Features for Jawi Character Recognition, International Journal of Electrical and Computer Engineering, 9(3), 1711-1719, 2088-8708.
Khairun Saddami, Khairul Munadi, Yuwaldi Away, Fitri Arnia, 2019, Improvement of Binarization Performance using Local Otsu Thresholding, International Journal of Electrical and Computer Engineering, 9(1), 264-272, 2088-8708.
Maulisa Oktiana, Fitri Arnia, Yuwaldi Away, Khairul Munadi, 2018, Features for Cross Spectral Image Matching : A Survey, Bulletin of Electrical Engineering and Informatics (BEEI), 7(4), 552-560, 2089-3191.
Cut Mutia, Fitri Arnia, Rusdha Muharar, 2017, Improving the Performance of CBIR on Islamic Women Apparels Using Normalized PHOG, Bulletin of Electrical Engineering and Informatics (BEEI) , 6(3), 271-280, 2089-3191,.
Arsy Febrina Dewi, Fitri Arnia, Rusdha Muharar, 2017, Effectiveness of MPEG-7 Color Features in Clothing Retrieval, Bulletin of Electrical Engineering and Informatics (BEEI), 6(2), 166-173, 2302-9285.
Hayatun Maghfirah, Fitri Arnia, Khairul Munadi, 2017, Temu Kembali Citra Busana Muslimah Berdasarkan Bentuk Menggunakan Curvature Scale Space (CSS) , Jurnal Nasional Teknik Elektro dan Teknologi Informasi, 6(1), 74-83, 2301 – 4156.
Fitri Arnia and Khairul Munadi, 2017, Binarization of Ancient Document Images Based on Multipeak Histogram Assumption, Telkomnika, 15(3), 1317-1327, 1693-6930.
Yustina Dhyanti, Khairul Munadi, Fitri Arnia, 2016, Penerapan Deskriptor Warna Dominan untuk Temu Kembali Citra Busana pada Peranti Bergerak, Jurnal Rekayasa Elektrika (JRE), vol.12, 103-109, 2252-620X.
Rizal Fikri, Fitri Arnia, Rusdha Muharar, 2016, Pengenalan Karakter Tulisan Tangan Jawi Menggunakan Metode New Relative Context dan SVM, Jurnal Nasional Teknik Elektro dan Teknologi Informasi (JNTETI), Vol. 5, 233-238, 2301 - 4156.
Zulfan ., Fitri Arnia, Rusdha Muharar, 2016, Deteksi Pemalsuan Citra dengan Teknik Copy-Move Menggunakan Metode Ordinal Measure dari Koefisien Discrete Cosine Transform, Jurnal Nasional Teknik Elektro, Vol. 5, -, 2407-7267.
Safrizal, Fitri Arnia, Rusdha Muharar, 2016, Pengenalan Aksara Jawi Tulisan Tangan Menggunakan Freemen Chain Code (FCC), Support Vector Machine (SVM) dan Aturan Pengambilan Keputusan, Jurnal Nasional Teknik Elektro, Vol. 5, 46-55, 2407-7267.
Siti Aisyah, Fitri Arnnia, 2015, Object Quality Enhancement Of Multi-Frame Low-Resolution Video, Jurnal Teknologi, Vol.77, 27-32, 2180–3722.
Khairul Munadi, Fitri Arnia, Mohd. Syaryadhi, Masaaki Fujiyoshi, Hitoshi Kiya, 2015, A Secure Online Image Trading System for Untrusted Cloud Environment, SpringerPlus, Vol. 4, 1-12, 2193-1801.
Raihan Islamdina, Fitri Arnia, Khairul Munadi, 2015, Penggunaan Gray Level Co-Occurance Matrix Dari Koefisien Aproksimasi Wavelet untuk Deteksi Cacat Tekstil, Jurnal Buana Informatika, 6, -, 2087-2534.
Sayed Muchallil, Fitri Arnia, Fardian, Khairul Munadi, 2015, Performance Comparison of Denoising Methods for Historical Document Images, Jurnal Teknologi, Vol. 7, -, 2180–3722.
Fardian, Fitri Arnia, Sayed Muchallil, Khairul Munadi, 2015, Identification of Most Suitable Binarization Methods for Acehnese Ancient Manuscripts Restoration Software User Guide, Jurnal Teknologi, Vol. 7, 95-102, 2180–3722.
Fitri Arnia, Andika Saputra, Khairul Munadi, 2014, PENGGUNAAN HISTOGRAM DARI KOEFISIEN APROKSIMASI WAVELET UNTUK DETEKSI CACAT TEKSTIL, Jurnal Nasional Teknik Elektro, Vol.3,, 72-79, ISSN: 2302 - 2949.
Fitri Arnia, Hendra Hidayat, Roslidar Roslidar, Khairul Munadi, 2013, Ordinal Measure of Discrete Cosine Transform Coefficients and its Application to Fingerprint Matching, International Journal of Electrical and Computer Engineering (IJECE), Vol.3, 823-830, ISSN: 2088-8708.
Malahayati, Benny B. Nasution, Fitri Arnia, 2013, Studi Proses Steganografi Pada Citra Digital Menggunakan Integer Wavelet Transform (IWT) Serta Penerapan Metode Bit-Plane Complexity Segmentation (BPCS), Jurnal Amplifier, Vol. 3, 10-16, ISSN: 2089-2020.
Fitri Arnia, Nuriza Pramita, 2011, Enhancement of Iris Recognition System Based on Phase Only Correlation, Telkomnika, 9, 387-394, 1693-6930.
Fitri Arnia, Ikue Iizuka, Masaaki Fujiyoshi, KIYA Hitoshi, 2007, DCT sign-based similarity measure for JPEG image retrieval, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 90 (9), 1976-1985, Online ISSN: 1745-1337 Print ISSN: 0916-8508.
Fitri Arnia, Ikue Iizuka, Masaaki Fujiyoshi, KIYA Hitoshi, 2006, Fast Image Identification Methods for JPEG Images with Different Compression Ratios, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol.E8, pp.1585-1593, Online ISSN: 1745-1337 Print ISSN: 0916-8508.
Prosiding (Proceedings)
Fitri Arnia, Siti Aisyah, Khairun Saddami, Khairul Munadi, 2021, The Performances of Pre-trained Convolutional Neural Networks in Clothing Sketch Classification, -, 2021 18th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), USA, Chiang Mai, Thailand, Mei 2021, USA, IEEE, 107-111, 978-1-6654-4738-6.
Saddami, K., Munadi, K., Arnia, F., 2020, Degradation Classification on Ancient Document Image Based on Deep Neural Networks, The Role of AI in Health and Social Revolution in Turbulence Era, 2020 3rd International Conference on Information and Communications Technology (ICOIACT), Virtual Conference, 30 – 31 August 2021, USA, IEEE, , 1939-3539.
Niza Aulia, Fitri Arnia, Khairul Munadi, 2019, HOG of Region of Interest for Improving Clothing Retrieval Performance, -, 2019 IEEE International Conference on Cybernetics and Computational Intelligence (IEEE CYBERNETICSCOM), Banda Aceh, 22-24 Agustus 2019, USA, IEEE, 0, 978-1-7281-0867-4.
Iza Nasita, Kahlil Muchtar, Khairun Saddami, Fitri Arnia, 2019, Cross-domain Clothing Image Retrieval Based on Hybrid Shape Feature , -, 2019 IEEE International Conference on Cybernetics and Computational Intelligence (IEEE CYBERNETICSCOM), Banda Aceh, 22-24 Agustus 2019, USA, IEEE, 0, 978-1-7281-0867-4.
Maulisa Oktiana, Khairun Saddami, Fitri Arnia, Yuwaldi Away, Khairul Munadi, 2018, Improved Cross-Spectral Iris Matching Using Multi-Scale Weberface and Gabor Local Binary Pattern, -, USA, Iasi, Romania, 28-30 Juni 2018, USA, IEEE, 0, -.
Khairun Saddami, Putri Afrah, Viska Mutiawani, Fitri Arnia, 2018, A New Adaptive Thresholding Technique for Binarizing Ancient Document, -, 1st Indonesian Association for Pattern Recognition International Conference 2018 , Jakarta, Indonesia, 7-8 Septembr 2018, USA, IEEE, , IEEE conf #44351.
Maulisa Oktiana, Khairun Saddami, Fitri Arnia, Yuwaldi Away, Khairul Munadi, 2018, Improved Cross Spectral Iris Matching Using Gradientface Based Normalization, -, ICELTICS, Banda Aceh, 19-20 September 2018, USA, IEEE, , -.
Novira Dwina, Fitri Arnia, and Khairul Munadi, 2018, Skin Segmentation based on Improved Thresholding Method , -, Chiang Rai, Thailand, International Conference of Northern Section of Electrical Engineering/Electrical, Computer Telecommunications and Information Technology, 25-28 Februari 2018, USA, IEEE, , 978-1-5386-3551-3 .
Mentari Bella Al Rasyid, Yunidar, Fitri Arnia, and Khairul Munadi, 2018, Histogram Statistics and GLCM Features of Breast Thermograms for Early Cancer Detection , -, Northern Section of Electrical Engineering/Electrical, Computer Telecommunications and Information Technology, Chiang Rai, Thailand, 25-28 Februari 2018, USA, IEEE, , 978-1-5386-3551-3.
Khairun Saddami, Khairul Munadi, Yuwaldi Away, Fitri Arnia, 2017, DHJ: A Database of Handwritten Jawi for Recognition Research, Electrical Engineering and Informatics, ICELTICS, Banda Aceh, 18-20 October 2017, USA, IEEE, , 978-1-5386-2935-2.
Khairun Saddami, Khairul Munadi, Sayed Muchallil, Fitri Arnia, 2017, Improved Thresholding Method for Enhancing Jawi Binarization Performance, -, International Conference on Document Analysis and Recognition (ICDAR 2017), Kyoto, JAPAN, 9-15 November 2017, USA, IEEE, , 2379-2140.
Maulisa Oktiana, Khairul Munadi, Fitri Arnia, 2016, Retrieval Performance of Color Descriptors Derived from DC Components of Protected JPEG Images, -, APMediaCast 2016, Bali, Indonesia, 17-19 November 2016, USA, IEEE, , 978-1-4673-9792-6.
Khairun Saddami, Khairul Munadi, Fitri Arnia, 2016, A New Approach for Jawi Sub-word Segmentation using Histogram Projection, -, TENCON 2016, Singapore, 22-25 November 2016, USA, IEEE, , 2159-3450.
Khairun Saddami, Khairul Munadi, Fitri Arnia, 2015, A Database of Printed Jawi Character Image, 2015 Third International Conference on Image Information Processing, ICIIP, Himachal Pradesh, INDIA, 21-24 Desember 2015, USA, IEEE, , 978-1-5090-0148-4.
Fitri Arnia and Khairul Munadi, 2015, Real time textile defect detection using GLCM in DCT-based compressed images, 2015 6th International Conference on Modeling, Simulation, and Applied Optimization, ICMSAO, Istanbul, Turkey, 27-29 May 2015, USA, IEEE, , 978-1-4673-6601-4.
Fitri Arnia, Fardian, Sayed Muchallil, Khairul Munadi, 2015, Noise Characterization in Ancient Document Images Based on DCT Coefficient Distribution, ICDAR, ICDAR, Tunisia, 23-26 Agustus 2015, USA, IEEE, , 978-1-4799-1805-8.
Khairul Munadi, Fitri Arnia, Mohd. Syaryadhi, Hitoshi Kiya, 2015, A Content-Based Image Retrieval System for Visually Protected Image Databases, APMediaCast 2015, APMediaCast, Bali, Indonesia, 23-25 April 2015, USA, IEEE, , 978-1-4799-7967-7.
Fitri Arnia, Khairul Munadi, Fardian dan Sayed Muchallil, 2014, Improvement Of Binarization Performance by Applying DCT As Pre-Processing Procedure, 6th International Symposium on Communications, Control, and Signal Processing (ISCCSP 2014),, ISCCSP, Athens, Greece, May 21-23, , USA, IEEE, , 14526123.
Arnia, F. Munadi, K. ; Roslidar ; Fujiyoshi, M. ; Kiya, H., 2013, Improved Iris matching technique using reduced sized of ordinal measure of DCT coefficients, Consumer Electronics (ISCE), 2013 IEEE 17th International Symposium on, Consumer Electronics (ISCE), 2013 IEEE 17th International Symposium on, Hsinchu, 3-6 June 2013, Hsinchu, IEEE, 287-288, 0747-668X.
Training/Diklat (Workshops)
11-10-2017, Memberi Pelatihan Academic Writing Bagi Dosen Fakultas Sains dan Teknologi di Universitas Islam Negeri Ar-Raniry Banda Aceh, Fakultas Sains dan Teknologi, Banda Aceh
Paten (Patents)
2017, SISTEM PENYIMPANAN CITRA YANG AMAN UNTUK PENJUALAN MELALUI INTERNET, IDP000045138, Indonesia, Indonesia.
Khairul Munadi, Fitri Arnia, Mohd. Syaryadhi.
Penghargaan (Awards)
30-04-2017, Mevlana Academic Exchange, Suleyman Demirel University, Isparta, Turkey.
