Dr. Khairun Saddami, S.T.

Tentang Saya (About Me)

KHAIRUN SADDAMI obtained Bachelor’s degree in 2015 from Syiah Kuala University, Indonesia. He received his PhD degree in Electrical and Computer Engineering from Syiah Kuala University, Indonesia, in 2020, where he awarded a scholarship from the Ministry of Research, Technology, and Higher Education, the Republic of Indonesia, under the Scheme of Pendidikan Magister Menuju Doktor Untuk Sarjana Unggul (PMDSU). He has been with Multimedia and Signal Processing Research Group (MUSIG), Syiah Kuala University since 2020. He also acts as reviewer in reputable journal such as Nature, Scientific Reports, IEEE Access and ACM Computer Survey. He is a member of IEEE and International Association for Pattern Recognition (IAPR). His research interests are in document image analysis, deep learning, biometric and biomedical image processing and pattern recognition.

email ksaddami@usk.ac.id

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Publikasi (Publications)

Jurnal (Journals)

Maya Fitria, Yasmina Elma, Maulisa Oktiana, Khairun Saddami, Rizki Novita, Rizkika Putri, Handika Rahayu, Hafidh Habibie, Subhan Janura, 2024, THE DEEP LEARNING MODEL FOR DECAYED-MISSING-FILLED TEETH DETECTION: A COMPARISON BETWEEN YOLOV5 AND YOLOV8, Jordanian Journal of Computers and Information Technology (JJCIT), 10, 335-349, 2415-1076.

Fitri Arnia, Khairun Saddami, Roslidar Roslidar, Rusdha Muharar, Khairul Munadi, 2024, Towards accurate Diabetic Foot Ulcer image classification: Leveraging CNN pre-trained features and extreme learning machine, Smart Health, 33, 100502, 2352-6491.

Roslidar Roslidar, Muhammad Jurej Alhamdi, Aulia Rahman, Khairun Saddami, Fitri Arnia, Maimun Syukri, Khairul Munadi, 2024, Self-supervised Bi-pipeline Learning Approach for High Interpretation of Breast Thermal Images, IEEE Access, 12, 1-1, 2169-3536.

Raihan Islamadina, Khairun Saddami, Fitri Arnia, Taufik Fuadi Abidin, Rusdha Muharar, Muhammad Irwandi, Aulia Syarif Aziz, 2024, Learning Rate Analysis for Pain Recognition Through Viola-Jones and Deep Learning Methods, Jurnal Nasional Teknik Elektro dan Teknologi Informasi (JNTETI), 13, 77-83, 2460-5719.

Melinda Melinda, Filbert H Juwono, I Ketut Agung Enriko, Maulisa Oktiana, Siti Mulyani, Khairun Saddami, 2023, Application of continuous wavelet transform and support vector machine for autism spectrum disorder electroencephalography signal classification, Radioelectronic and Computer Systems, 3, 73-90, .

Khairun Saddami, Yudha Nurdin, Fina Noviantika, Maulisa Oktiana, Sayed Muchallil, 2023, Water Level Detection for Flood Disaster Management Based on Real-time Color Object Detection, Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control, 8, 507-516, 2503-2259.

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.

Rizka Ramadhana, Khairun Saddami, Khairul Munadi, Fitri Arnia, 2022, On Reducing ShuffleNets’ Block for Mobile-based Breast Cancer Detection Using Thermogram: Performance Evaluation, Indonesian Journal of Electrical Engineering and Informatics (IJEEI), 10, 891-901, 2089-3272.

Roslidar Roslidar, Mohd Syaryadhi, Khairun Saddami, Biswajeet Pradhan, Fitri Arnia, Maimun Syukri, Khairul Munadi, 2022, BreaCNet: A high-accuracy breast thermogram classifier based on mobile convolutional neural network, Mathematical Biosciences and Engineering, 19 (2), 1304-1331, 1551-0018.

Fitri Arnia, Khairun Saddami, Khairul Munadi, 2021, DCNet: Noise-Robust Convolutional Neural Networks for Degradation Classification on Ancient Documents, Journal of Imaging, 7 (7), 114, 2313-433X.

Fitri Arnia, Maulisa Oktiana, Khairun Saddami, Khairul Munadi, Roslidar Roslidar, Biswajeet Pradhan, 2021, Homomorphic Filtering and Phase-Based Matching for Cross-Spectral Cross-Distance Face Recognition, Sensors, 21 (13, 4575, 1424-8220.

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, 7 (1), 163-170, 2528-6579.

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.

Syamsul Bahri, Khairun Saddami, Fitri Arnia, Kahlil Muchtar, 2019, Perbandingan Kinerja Support Vector Machine (SVM) Dalam Mengenali Wajah Menggunakan SURF DAN GLCM, Jurnal Nasional Teknik Elektro (JNTE), 8(2), 65-74, 2407-7267.

Fitri Arnia, Khairun Saddami, Khairul Munadi, 2019, Moment invariant-based features for Jawi character recognition, International Journal of Electrical and Computer Engineering (IJECE), 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 (IJECE), 9 (1), 264-272, 2088-8708.

Maulisa Oktiana, Takahiko Horiuchi, Keita Hirai, Khairun Saddami, Fitri Arnia, Yuwaldi Away, Khairul Munadi, 2019, Cross-spectral iris recognition using phase-based matching and homomorphic filtering, Heliyon, 7 (2), e03407, 2405-8440.

Khairun Saddami, Khairul Munadi, Yuwaldi Away, Fitri Arnia, 2019, Effective and fast binarization method for combined degradation on ancient documents, Heliyon, 5 (10), e02613, 2405-8440.

Prosiding (Proceedings)

Hendrik Leo, Khairun Saddami, Roslidar Roslidar, Rusdha Muharar, Khairul Munadi, Fitri Arnia, 2023, A Mobile Application for Obesity Early Diagnosis Using CNN-based Thermogram Classification, , 2023 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Indonesia, 20 Februari 2023, New York, USA, IEEE, 514-520, 2831-6983.

Khairun Saddami, Niza Aulia, Vina Maulidia, Andriansyah Andriansyah, 2023, Comparative Analysis of Lightweight Pre-Trained CNN Models for Coffee Bean Roasting Level Identification, Sustainable Development for Smart Innovation System, International Conference on Computer System, Information Technology, and Electrical Engineering 2023 (COSITE 2023), Indonesia, 2 Agustus 2023, New York, IEEE, 13-18, 979-8-3503-4306-9.

Afdhal Afdhal, Khairun Saddami, Sugiarto Sugiarto, Zahrul Fuadi, Nasaruddin Nasaruddin, 2023, Real-Time Object Detection Performance of YOLOv8 Models for Self-Driving Cars in a Mixed Traffic Environment, Sustainable Development for Smart Innovation System, International Conference on Computer System, Information Technology, and Electrical Engineering 2023 (COSITE 2023), Indonesia, 2 Agustus 2023, New York, IEEE, 260-265, 979-8-3503-4306-9.

Raihan Islamadina, Khairun Saddami, Maulisa Oktiana, Taufik Fuadi Abidin, Rusdha Muharar, Fitri Arnia, 2022, Performance of Deep Learning Benchmark Models on Thermal Imagery of Pain through Facial Expressions, , 2022 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT), Solo, Indonesia, 3-5 November 2022, , IEEE Press, 374-379, 978-1-6654-6030-9.

Sayed Muchallil, Khairun Saddami, Nazaruddin, 2022, CNN Pre-Trained Model Performance Analysis For Vehicle Detection On Low Illumination, Applying Data Sciences and Artificial Intelligence Technologies for Environmental Sustainability, 2022 6th International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE), Yogyakarta, 13 December 2022, New York, USA, IEEE, 223-227, 979-8-3503-9961-5.

Paten (Patents)

2021, Sistem Deteksi Dini Kanker Payudara Menggunakan Termografi dan Kecerdasan Buatan, P00202110098, Aceh, Indonesia.
     Khairun Saddami.

Penghargaan (Awards)

10-09-2018, Best Paper Awards, Indonesian Association for Pattern Recognition, Jakarta, Indonesia.