Dr. Budi Setiyono, S.Si., M.T.

Dr. Budi Setiyono, S.Si., M.T.

Email masbudisetiyono@gmail.com; budi@matematika.its.ac.id;
Ruang Ruang Sekretaris 2 Dept. Matematika – Gedung F, Lt 2
Professional membership INDOMS, IAENG
Profil Scholar Scopus Sinta

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
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