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

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

Email budi@matematika.its.ac.id
Ruang U.406, Gedung U Lantai 4
Professional membership INDOMS
Profil Scholar, Scopus Sinta

Research interest

  • Digital Image Processing
  • Database
  • Computation

Education

  • Doctoral Degree, Applied Mathematics, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia.
  • Master Degree, Department of Mathematics, Institut Teknologi Bandung, Bandung,  Indonesia.
  • Bachelor Degree, Department of Mathematics, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia.

Publications (Recent Journals and Conferences)

  1. Classification of Damaged Road Types Using Multiclass Support Vector Machine (SVM), Journal of Physics: Conference Series 1821 (1), 012048, 2021
  2. Number plate recognition on vehicle using YOLO-Darknet, Journal of Physics: Conference Series 1821 (1), 012049, 2021
  3. Measurement of Crack Damage Dimensions on Asphalt Road Using Gabor Filter, Journal of Physics: Conference Series 1752 (1), 012086, 2021
  4. Estimation of Vehicle Speed at Night Based on Rear Lights, Journal of Physics: Conference Series 1752 (1), 012087, 2021
  5. Detection and counting potholes using morphological method from road video, AIP Conference Proceedings 2242 (1), 030011, 2020
  6. Classification and Counting of Moving Vehicle at Night with Similarity of Rear Lamp, Journal of Physics: Conference Series 1490 (1), 012044, 2020
  7. Vehicle detection using histogram of oriented gradients and real adaboost, Journal of Physics: Conference Series 1490 (1), 012001, 2020
  8. Rice disease classification based on leaf image using multilevel Support Vector Machine (SVM), Journal of Physics: Conference Series 1490 (1), 012053, 2020
  9. MULTI VEHICLE SPEED DETECTION USING EUCLIDEAN DISTANCE BASED ON VIDEO PROCESSING, International Journal of Computing 18 (4), 431-442, 2019
  10. The application of statistic image analysis for classification of breast cancer based on mammograms, Journal of Physics: Conference Series 1218 (1), 012040, 2019
  11. Software development to predict the level of paddy production using Gaussian Copula Marginal Regression, Journal of Physics: Conference Series 1218 (1), 012047, 2019
  12. Classification Of Plants And Weeds In Multi-Leaf Image With Support Vector Machine Based On Leaves Shape And Texture Features, International Conference on Science and Technology (ICST 2018), 843-848, 2018
  13. Shadow Removal Based on Gamma Decoding Method for Moving Object Images, IJCSAM (International Journal of Computing Science and Applied Mathematics), 2018
  14. Tracking and people counting using Particle Filter Method, Journal of Physics: Conference Series 974 (1), 012059, 2018
  15. Improvement of sub region matching illumination transfer in hybrid shadow removal method for moving vehicle video, International Journal of Engineering & Technology 7 (4), 2515-2520, 2018

Research and Development Project

  1. DEVELOPMENT OF ROBUST SYSTEM AGAINST NOISE IN MOBILE VEHICLE TRACKING AND COUNTING BASED ON VIDEO PROCESSING AS SUPPORTING INTELLIGENT TRANSPORTATION MANAGEMENT, College Leading Applied Research, 2020
  2. DEVELOPMENT OF ROBUST SYSTEM AGAINST NOISE IN MOBILE VEHICLE TRACKING AND COUNTING BASED ON VIDEO PROCESSING AS SUPPORTING INTELLIGENT TRANSPORTATION MANAGEMENT, College Leading Applied Research, 2019
  3. AUTOMATIC ROAD DAMAGE INSPECTION SYSTEM BASED ON DIGITAL IMAGE FOR ROAD CONDITION ASSESSMENT, College Leading Applied Research, 2020
  4. AUTOMATIC ROAD DAMAGE INSPECTION SYSTEM BASED ON DIGITAL IMAGE FOR ROAD CONDITION ASSESSMENT, College Leading Applied Research, 2019
  5. Implementation of Deep Learning in the classification and counting of moving vehicles as a supporter of the Traffic Management System, Master’s Thesis Research, 2020
  6. Development of video processing-based day/night detector methods for adaptive tracking and counting of moving vehicles, Master’s Thesis Research, 2020.