Research interest

• Digital Image Processing
• Computational Mathematics.
• Database and Information System

Education

• Doctoral Degree, Telematics – Department of Electrical Engineering, Institut Teknologi Sepuluh Nopember, Indonesia.
• Master Degree, Department of Mathematics, Institut Teknologi Bandung, Indonesia.
• Bachelor Degree, Department of Mathematics, Institut Teknologi Sepuluh Nopember, Indonesia.

Professional activities and membership

1. Editorial Board IJCSAM (International Journal of Computing Science and Applied Mathematics)
2. Member of IAENG (International Association of Engineers)
3. Member of Indonesian Mathematical Society (INDOMS)

Experience

1. Secretary 2 of Mathematics Department (Finance, Resources, and Planning Secretary), Faculty of Science and Data Analytics, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia (2020-present)
2. Coordinator of Information Management and Database Commission – INDOMS PUSAT (2022 – 2024)
3. Coordinator of Information Management, Database and Documentation Commission – INDOMS PUSAT (2020 – 2022)
4. Information Management and Database Commission – INDOMS Jawa Timur (2018 – 2020)
5. Head of Pendidikan Ahli Pemrograman Sistem Informasi – PAPSI ITS (2014 – 2019)
6. Head of Pendidikan Ahli Pemrograman Sistem Informasi – PAPSI ITS (2004 – 2006)

Intellectual Property Rights

1. Modul Praktikum Pemrograman Berorientasi Obyek –  Application Number : EC002023110492
2. Aplikasi Sistem Informasi Perpustakaan (SIMPUS) – Application Number : EC002023110479
3. Video Pengabdian Kepada Masyarkat : Pengembangan Aplikasi Tata Kelola Dan Tracking Persuratan ((eTrack) Sebagai Pendukung Digital Smart School. – Application Number :: EC002022101060

Awards/Recognition

1. University Lead for Incubation Team in Bangkit (Google) – One of the national-level winners of 2022
2. Dwidya Satya Madya Recognition – As a civil servant for more than 25 years – 2022

Publications (Recent Journals and Conferences)

1. A Hybrid Method Based on Haris Corner and Maximally Stable Extremal Regions for Vehicle Plate Number Detection, International Journal of Computing, Volume 23, Issue 3, 2024
2. A Modification of the Temporal Group AttentioMethod on Super-Resolution Video for Vehicle Number Plate Detection, Journal of Information Hiding and Multimedia Signal Processing, Volume 15, issue 3, 2024
3. Adaptive neuro-fuzzy inference system for identification of rice plant diseases, AIP Conference Proceedings, Volume 3029, Issue 1, 2024
4. Harris corner method for video-based vehicle number plate detection, AIP Conference Proceedings, Volume 3029, Issue 1, 2024
5. Image encryption using elliptic curve Diffie-Hellman method and discrete wavelet transform, AIP Conference Proceedings, Volume 2614, Issue 1, 2023
6. Operator-N Layer Construction for Optimizing Capsule Network Methods in Image Classification Problems, Journal of Information Hiding and Multimedia Signal Processing, No. 3 Vol. 14, 2023
7. The calculation of vehicles violating road markings at traffic lights based on user-defined markers, Kongzhi yu Juece/Control and Decision, No. 5 Vol. 38,  2023
8. Distance estimation between moving objects using monocular camera, AIP Conference Proceedings, Volume 2540, Issue 1, 2023
9. Detection of Brain Tumors on MRI Images using Active Contour 3Segmentation and Convolutional N4eural Network, AIP Conference Proceedings, Volume 2641, Issue 1, 2022
10. Big Data Prototype Development in Hadoop Ecosystem using HDFS and MapReduce as The Parallel Comput8ation Model – Case Study: Samples of Intelligent Transportation of Surabaya City, AIP Conference Proceedings, Volume 2641, Issue 1, 2022
11. A hybrid approach to multi-depot multiple travelling salesman problem based on firefly algorithm and ant colony optimization, IAES International Journal of Artificial Intelligence 10 (4), 2021
12. Classification of Damaged Road Types Using Multiclass Support Vector Machine (SVM), Journal of Physics: Conference Series 1821 (1), 2021
13. Number plate recognition on vehicle using YOLO – Darknet, Journal of Physics: Conference Series 1821 (1) , 2021
14. Estimation of Vehicle Speed at Night Based on Rear Lights, Journal of Physics: Conference Series 1752 (1) , 2021
15. Measurement of Crack Damage Dimensions on Asphalt Road Using Gabor Filter, Journal of Physics: Conference Series 1752 (1) , 2021
16. The rain noise reduction using guided filter to improve performance of vehicle counting, International Journal of Innovative Computing, Information and Control 16 (4), 2020
17. Vehicle detection using histogram of oriented gradients and real adaboost, Journal of Physics: Conference Series 1490 (1) , 2020
18. Classification and Counting of Moving Vehicle at Night with Similarity of Rear Lamp, Journal of Physics: Conference Series 1490 (1), 2020
19. Rice disease classification based on leaf image using multilevel Support Vector Machine (SVM), Journal of Physics: Conference Series 1490 (1), 2020
20. Detection and counting potholes using morphological method from road video, AIP Conference Proceedings 2242 () , 2020
21. Rain removal using guided image filtering for surveillance videos, 2019 International Conference on Information and Communications Technology, ICOIACT 2019 (), 2019
22. Software development to predict the level of paddy production using Gaussian Copula Marginal Regression, Journal of Physics: Conference Series 1218 (1), 2019
23. The application of statistic image analysis for classification of breast cancer based on mammograms, Journal of Physics: Conference Series 1218 (1), 2019
24. Multi-vehicle speed detection using Euclidean distance based on video processing, International Journal of Computing 18 (4), 2019
25. Road defect classification using Gray Level Co-Occurrence Matrix (GLCM) and Radial Basis Function (RBF), Proceedings of 2018 10th International Conference on Information Technology and Electrical Engineering: Smart Technology for Better Society, ICITEE 2018 (), 2018
26. Moving Vehicle Classification Using Pixel Quantity Based on Gaussian Mixture Models, 2018 3rd International Conference on Computer and Communication Systems, ICCCS 2018 (), 2018
27. Tracking and people counting using Particle Filter Method, Journal of Physics: Conference Series 974 (1) , 2018
28. Improvement of sub-region matching illumination transfer in hybrid shadow removal method for moving vehicle video, International Journal of Engineering and Technology(UAE) 7 (4), 2018
29. Super-resolution imaging applied to moving object tracking, Journal of Physics: Conference Series 893 (1) , 2017
30. Vehicle speed detection based on Gaussian mixture model using sequential of images, Journal of Physics: Conference Series 890 (1) , 2017
31. Web-based decision support system to predict risk level of long term rice production, Journal of Physics: Conference Series 890 (1) , 2017
32. A new algorithm for small object tracking based on super-resolution technique, AIP Conference Proceedings 1867 () , 2017
33. Bullet Image Classification using Support Vector Machine (SVM), Journal of Physics: Conference Series 693 (1) , 2016
34. Bullets defect detection based on digital image processing using line detection and fuzzy sets, Global Journal of Pure and Applied Mathematics 11 (4), 2015
35. Survey of super-resolution using phased-based image matching, Journal of Theoretical and Applied Information Technology 43 (2) , 2012
36. Critical set of caterpillar graph for secret sharing scheme, Journal of Combinatorial Mathematics and Combinatorial Computing 65 (), 2008

Research and Development Project

1. Konstruksi Pengembangan Quantum Convolutional Neural Network pada Sistem Deteksi Kecelakaan Lalu Lintas sebagai Pendukung Intelligent Transportation System – Penelitian Disertasi Doktor – 2024
2. Penerapan Metode Musicrecnet untuk Klasifikasi Genre Musik Menggunakan Fusi Citra Berbasis Wavelet dan Spectogram – Penelitian Keilmuan ITS – 2024
3. Penambahan Filter Kalman pada Model Strong Sort untuk Multi Object Tracking Sebagai Metode  Peningkatan Akurasi Penghitungan Kendaraan dalam Sistem Transportasi Cerdas. – Penelitian Keilmuan ITS – 2024
4. Pengembangan Model Deep Learning untuk Indentifikasi Penyakit Tanaman Padi berbasis Citra Superresolusi menggunakan UAV (Unmanned Aerial Vehicle) – Penelitian Fundamental Reguler – 2024
5. Peningkatan akurasi deteksi dan rekognisi TNKB pada kendaraan bergerak menggunakan LVQ berbasis citra superresolusi sebagai pendukung Electronic Traffic Law Enforcement (ETLE) – Penelitian Kompetitif Nasional – 2023
6. Deteksi Pelanggaran Marka Jalan menggunakan Transformasi Hough sebagai Pendukung Transportasi Cerdas – Penelitian Keilmuan ITS – 2023
7. Herbalib : Aplikasi Mobile Berbasis Android untuk Identifikasi Tanaman Obat Indonesia Menggunakan Metode Convolutional Neural Network (CNN) – Penelitian Dasar Kompetitif Nasional – 2022
8. Super resolusi Video pada Identifikasi Plat Nomor Kendaraan Bergerak menggunakan Metode Temporal Group Attention (TGA). – Penelitan magister – 2022
9. Pengembangan Metode Hybrid untuk Otomasi Deteksi Tanda Nomor Kendaraan Bermotor (TNKB) berbasis Metode Haris Corner dan Maximally Stable Extremal Regions pada Video Kendaraan Bergerak – Dana ITS – 2022
10. Penerapan Transformasi Wavelet dalam Proses Penyisipan Text File Audio – Penelitian Departemen – 2021
11. Sistem Robust terhadap Noise pada Tracking dan Counting Kendaraan Bergerak Berbasis Pengolahan Video sebagai Pendukung Manajemen Transportasi Cerdas. – Penelitian Dasar Unggulan Perguruan Tinggi (Tahun 2) – 2020
12. Implementasi Deep Learning dalam klasifikasi dan counting kendaraan bergerak sebagai pendukung Traffic Management System (TMS) – Penelitian Magister – 2020
13. Pengembangan metode detector siang/malam berbasis pengolahan video untuk tracking dan counting kendaraan bergerak secara adaptif – Penelitan magister – 2020
14. Sistem Inspeksi Kerusakan Jalan Secara Otomatis Berdasarkan Citra Digital – Penelitian Pendukung Unggulan Perguruan Tinggi – 2019
15. Sistem Robust terhadap Noise pada Tracking dan Counting Kendaraan Bergerak Berbasis Pengolahan Video sebagai Pendukung Manajemen Transportasi Cerdas. – Penelitian Dasar Unggulan Perguruan Tinggi (Tahun 1) – 2019
16. Sistem Deteksi Kecepatan Kendaraan berbasis Pengolaha Citra sebagai Pendukung Manajemen Transportasi – Penelitian Pendukung Unggulan Perguruan Tinggi – 2018
17. Sistem Inspeksi Kerusakan Jalan Secara Otomatis Berdasarkan Citra Digital – Penelitian Pendukung Unggulan Perguruan Tinggi – 2018
18. Sistem Deteksi Kecepatan Kendaraan berbasis Pengolaha Citra sebagai Pendukung Manajemen Transportasi – Penelitian Pendukung Unggulan Perguruan Tinggi – 2017
19. Pelacakan dan Perhitungan Orang Menggunakan Metode Particel Filter – Penelitian Laboratorium – 2017
20. Rancang Bangun Aplikasi Counting Kendaraan berbasis Citra Digital Menggunakan Metode Gaussian Mixture Model untuk Meningkatkan Manajemen transportasi (Tahun 2) – Penelitian Unggulan Perguruan Tinggi (Tahun 2) – 2016
21. Pengembangan Algoritma untuk Deteksi dan Tracking Obyek dengan presisi tinggi berbasis superresolution – Penelitian Pendukung Unggulan Perguruan Tinggi – 2016
22. Rancang Bangun Aplikasi Couting Kendaraan berbasis Citra Digital Menggunakan Metode Gaussian Mixture Model untuk Meningkatkan Manajemen transportasi (Tahun 1) – Penelitian Unggulan Perguruan Tinggi – 2015
23. Pengembangan Algoritma untuk Deteksi dan Tracking Obyek dengan presisi tinggi berbasis superresolution – Penelitian Pendukung Unggulan Perguruan Tinggi – 2015
24. Rancang Bangun Sistem Inspeksi Peluru caliber 5.56mm Berbasis Pengolaan citra ntk Meningkatkan Produktifitas di PT PNDAD – Riset Andalan Perguruan Tinggi dan Industri (Tahun 2) – 2015
25. Rancang Bangun Sistem Inspeksi Peluru caliber 5.56mm Berbasis Pengolaan citra ntk Meningkatkan Produktifitas di PT PNDAD – Riset Andalan Perguruan Tinggi dan Industri (Tahun 1) – 2014
26. Pengembangan Teknologi Adaptasi Produksi Pertanian terhadap Perubahan Iklim melalui Pendekatan Extreme Value Theory – Penelitian Strategis Nasional – 2013
27. “Kajian Superresolution berbasis Phased Based Image Matching dengan Algoritma Rekonstruksi Structure-Adaptive Normalized Convolution” – Penelitian Doktor – 2012
28. Perbaikan Resolusi Citra Digital dari Kamera Closed Circuit Television (CCTV) pada Obyek Bertekstur Berbasis Phase Based image Matching dengan Algoritma Rekonstruksi POCs dan SANC – Riset Disertasi Doktor – 2011