Research interest

• Digital Image Processing
• Database
• Computation

Education

• Doctoral Degree, Telematics-Digital Image Processing, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia.
• Master Degree, Master’s Program in Informatics, Institut Teknologi Bandung, Bandung,  Indonesia.
• Bachelor Degree, Department of Mathematics, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia.

Publications (Recent Journals and Conferences)

1. A hybrid approach to multi-depot multiple traveling salesman problem based on firefly algorithm and ant colony optimization, IAES International Journal of Artificial Intelligence 10 (4) , 2021
2. Classification of Damaged Road Types Using Multiclass Support Vector Machine (SVM), Journal of Physics: Conference Series 1821 (1) , 2021
3. Number plate recognition on vehicle using YOLO – Darknet, Journal of Physics: Conference Series 1821 (1) , 2021
4. Estimation of Vehicle Speed at Night Based on Rear Lights, Journal of Physics: Conference Series 1752 (1) , 2021
5. Measurement of Crack Damage Dimensions on Asphalt Road Using Gabor Filter, Journal of Physics: Conference Series 1752 (1) , 2021
6. The rain noise reduction using guided filter to improve performance of vehicle counting, International Journal of Innovative Computing, Information and Control 16 (4) , 2020
7. Vehicle detection using histogram of oriented gradients and real adaboost, Journal of Physics: Conference Series 1490 (1) , 2020
8. Classification and Counting of Moving Vehicle at Night with Similarity of Rear Lamp, Journal of Physics: Conference Series 1490 (1) , 2020
9. Rice disease classification based on leaf image using multilevel Support Vector Machine (SVM), Journal of Physics: Conference Series 1490 (1) , 2020
10. Detection and counting potholes using morphological method from road video, AIP Conference Proceedings 2242 () , 2020
11. Rain removal using guided image filtering for surveillance videos, 2019 International Conference on Information and Communications Technology, ICOIACT 2019 () , 2019
12. Software development to predict the level of paddy production using Gaussian Copula Marginal Regression, Journal of Physics: Conference Series 1218 (1) , 2019
13. The application of statistic image analysis for classification of breast cancer based on mammograms, Journal of Physics: Conference Series 1218 (1) , 2019
14. Multi vehicle speed detection using euclidean distance based on video processing, International Journal of Computing 18 (4) , 2019
15. 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
16. Moving Vehicle Classification Using Pixel Quantity Based on Gaussian Mixture Models, 2018 3rd International Conference on Computer and Communication Systems, ICCCS 2018 () , 2018
17. Tracking and people counting using Particle Filter Method, Journal of Physics: Conference Series 974 (1) , 2018
18. 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
19. Super-resolution imaging applied to moving object tracking, Journal of Physics: Conference Series 893 (1) , 2017
20. Vehicle speed detection based on Gaussian mixture model using sequential of images, Journal of Physics: Conference Series 890 (1) , 2017
21. Web-based decision support system to predict risk level of long term rice production, Journal of Physics: Conference Series 890 (1) , 2017
22. A new algorithm for small object tracking based on super-resolution technique, AIP Conference Proceedings 1867 () , 2017
23. Bullet Image Classification using Support Vector Machine (SVM), Journal of Physics: Conference Series 693 (1) , 2016
24. Bullets defect detection based on digital image processing using line detection and fuzzy sets, Global Journal of Pure and Applied Mathematics 11 (4) , 2015
25. Survey of super resolution using phased based image matching, Journal of Theoretical and Applied Information Technology 43 (2) , 2012
26. Critical set of caterpillar graph for secret sharing scheme, Journal of Combinatorial Mathematics and Combinatorial Computing 65 () , 2008

Research and Development Project

1. Super resolusi Video pada Identifikasi Plat Nomor Kendaraan Bergerak menggunakan Metode Temporal Group Attention (TGA). – Penelitan magister – 2022
2. 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
3. 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
4. Implementasi Deep Learning dalam klasifikasi dan counting kendaraan bergerak sebagai pendukung Traffic Management System (TMS) – Penelitian Magister – 2020
5. Pengembangan metode detector siang/malam berbasis pengolahan video untuk tracking dan counting kendaraan bergerak secara adaptif – Penelitan magister – 2020
6. Sistem Inspeksi Kerusakan Jalan Secara Otomatis Berdasarkan Citra Digital – Penelitian Pendukung Unggulan Perguruan Tinggi – 2019
7. 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
8. Sistem Deteksi Kecepatan Kendaraan berbasis Pengolaha Citra sebagai Pendukung Manajemen Transportasi – Penelitian Pendukung Unggulan Perguruan Tinggi – 2018
9. Sistem Inspeksi Kerusakan Jalan Secara Otomatis Berdasarkan Citra Digital – Penelitian Pendukung Unggulan Perguruan Tinggi – 2018
10. Sistem Deteksi Kecepatan Kendaraan berbasis Pengolaha Citra sebagai Pendukung Manajemen Transportasi – Penelitian Pendukung Unggulan Perguruan Tinggi – 2017
11. Pelacakan dan Perhitungan Orang Menggunakan Metode Particel Filter – Penelitian Laboratorium – 2017
12. 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
13. Pengembangan Algoritma untuk Deteksi dan Tracking Obyek dengan presisi tinggi berbasis superresolution – Penelitian Pendukung Unggulan Perguruan Tinggi – 2016
14. Rancang Bangun Aplikasi Couting Kendaraan berbasis Citra Digital Menggunakan Metode Gaussian Mixture Model untuk Meningkatkan Manajemen transportasi (Tahun 1) – Penelitian Unggulan Perguruan Tinggi – 2015
15. Pengembangan Algoritma untuk Deteksi dan Tracking Obyek dengan presisi tinggi berbasis superresolution – Penelitian Pendukung Unggulan Perguruan Tinggi – 2015
16. 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
17. 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
18. Pengembangan Teknologi Adaptasi Produksi Pertanian terhadap Perubahan Iklim melalui Pendekatan Extreme Value Theory – Penelitian Strategis Nasional – 2013
19. “Kajian Superresolution berbasis Phased Based Image Matching dengan Algoritma Rekonstruksi Structure-Adaptive Normalized Convolution” – Penelitian Doktor – 2012
20. 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