{"id":3972,"date":"2018-11-09T11:03:02","date_gmt":"2018-11-09T04:03:02","guid":{"rendered":"https:\/\/www.its.ac.id\/matematika\/?page_id=3972"},"modified":"2026-07-29T08:26:40","modified_gmt":"2026-07-29T01:26:40","slug":"dwi-ratna-sulistyaningrum","status":"publish","type":"page","link":"https:\/\/www.its.ac.id\/matematika\/en\/lecturer-and-staff\/list-of-lecturers\/dwi-ratna-sulistyaningrum\/","title":{"rendered":"Dr. Dwi Ratna Sulistyaningrum, S.Si., M.T."},"content":{"rendered":"

[vc_row][vc_column width=”1\/4″][vc_empty_space][dot_sidebar_menu select_menu=”sidebar-dosen-staf”][vc_empty_space][join_help_box type=”help”][\/vc_column][vc_column width=”3\/4″][vc_empty_space][dot_custom_title position_text=”left” title=”Dr. Dwi Ratna Sulistyaningrum, S.Si., M.T.”][\/dot_custom_title][vc_row_inner][vc_column_inner width=”1\/3″][vc_single_image image=”12549″ img_size=”full” alignment=”center”][\/vc_column_inner][vc_column_inner width=”2\/3″][vc_column_text]<\/p>\n\n\n\n\n\n\n
Email<\/td>\ndwiratna@its.ac.id, dwratna@gmail.com<\/td>\n<\/tr>\n
Ruang<\/td>\nGedung T Lantai 2<\/td>\n<\/tr>\n
Professional membership<\/td>\nINDOMS<\/td>\n<\/tr>\n
Profil<\/td>\nScholar<\/a> Scholar-ITS<\/a>\u00a0Scopus<\/a> Sinta<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_column_text]<\/p>\n

Research interest<\/strong><\/h3>\n
    \n
  • Digital image processing<\/li>\n
  • Video Processing<\/li>\n<\/ul>\n

    Education <\/strong><\/h3>\n
      \n
    • Doctoral Degree, <\/strong>Digital Image Processing, <\/strong>Institut Teknologi Sepuluh Nopember<\/strong> Surabaya, Indonesia.<\/li>\n
    • Master of Science<\/strong>, in Mathematics, Institut Teknologi <\/strong>Bandung,<\/strong> Bandung, Indonesia.<\/li>\n
    • Bachelor Degree<\/strong>, in Mathematics, Institut Teknologi <\/strong>Bandung,<\/strong> Bandung, Indonesia.<\/li>\n<\/ul>\n

      Publications <\/strong>(<\/strong>Recent<\/strong> Journal<\/strong>s<\/strong> and Conferences) <\/strong><\/h3>\n
        \n
      1. Classification of Damaged Road Types Using Multiclass Support Vector Machine (SVM), Journal of Physics: Conference Series 1821 (1), 012048, 2021<\/li>\n
      2. Number plate recognition on vehicle using YOLO-Darknet, Journal of Physics: Conference Series 1821 (1), 012048, 2021<\/li>\n
      3. Estimation of Vehicle Speed at Night Based on Rear Lights, Journal of Physics: Conference Series 1821 (1), 012048, 2021<\/li>\n
      4. Detection and counting potholes using morphological method from road video, AIP Conference Proceedings 2242 (1), 030011, 2020<\/li>\n
      5. Vehicle detection using histogram of oriented gradients and real adaboost, Journal of Physics: Conference Series 1490 (1), 012001, 2020<\/li>\n
      6. Rice disease classification based on leaf image using multilevel Support Vector Machine (SVM), Journal of Physics: Conference Series 1490 (1), 012053, 2020<\/li>\n
      7. The Rain Noise Reduction using Guided Filter to Improve performance of Vehicle Counting, International Journal of Innovative Computing, Information and Control, 2020<\/li>\n
      8. Pavement Distress Classification Using Deep Learning Method Based on Digital Image, 2nd International Symposium on Transportation Studies in Developing Countries (ISTSDC 2019)<\/li>\n
      9. The application of statistic image analysis for classification of breast cancer based on mammograms, Journal of Physics: Conference Series 1218 (1), 012040, 2019<\/li>\n
      10. Application of Daubechies Wavelet Transformation for Noise Rain Reduction on the Video, IJCSAM (International Journal of Computing Science and Applied Mathematics), 2019<\/li>\n
      11. Road Defect Classification Using Gray Level Co-Occurrence Matrix (GLCM) and Radial Basis Function (RBF), 2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE)<\/li>\n
      12. Moving vehicle classification using pixel quantity based on gaussian mixture models, 2018 3rd International Conference on Computer and Communication Systems (ICCCS)<\/li>\n
      13. 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<\/li>\n<\/ol>\n

        \u00a0<\/strong>Research and Development Project<\/strong><\/h3>\n
          \n
        1. VEHICLE DETECTION USING HISTOGRAM OF ORIENTED GRADIENTS AND REAL ADABOOST ALGORITHM BASED ON DIGITAL IMAGES, Departement Research Fund, 2019<\/li>\n
        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, 2020<\/li>\n
        3. 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<\/li>\n
        4. AUTOMATIC ROAD DAMAGE INSPECTION SYSTEM BASED ON DIGITAL IMAGE FOR ROAD CONDITION ASSESSMENT, College Leading Applied Research, 2020<\/li>\n
        5. AUTOMATIC ROAD DAMAGE INSPECTION SYSTEM BASED ON DIGITAL IMAGE FOR ROAD CONDITION ASSESSMENT, College Leading Applied Research, 2019<\/li>\n
        6. Integration of Correlation and Kalman Filter Methods for Tracking Moving Vehicles with Occlusion Handling in Transportation Videos, Master\u2019s Thesis Research, 2020<\/li>\n
        7. Application of Machine Learning for Classification of Types of Road Damage on Video Data to Support Road Condition Inspections, Master\u2019s Thesis Research, 2020<\/li>\n
        8. Rain Noise Reduction Using Chromatic Filter to Improve Vehicle License Plate Detection Accuracy, Master\u2019s Thesis Research, 2020.<\/li>\n<\/ol>\n

          [\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":"

          [vc_row][vc_column width=”1\/4″][vc_empty_space][dot_sidebar_menu select_menu=”sidebar-dosen-staf”][vc_empty_space][join_help_box type=”help”][\/vc_column][vc_column width=”3\/4″][vc_empty_space][dot_custom_title position_text=”left” title=”Dr. Dwi Ratna Sulistyaningrum, S.Si., M.T.”][\/dot_custom_title][vc_row_inner][vc_column_inner width=”1\/3″][vc_single_image image=”12549″ img_size=”full” alignment=”center”][\/vc_column_inner][vc_column_inner width=”2\/3″][vc_column_text] Email dwiratna@its.ac.id, dwratna@gmail.com Ruang Gedung T Lantai 2 Professional membership INDOMS Profil Scholar Scholar-ITS\u00a0Scopus Sinta [\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_column_text] Research interest Digital image processing Video Processing Education Doctoral Degree, Digital Image Processing, Institut Teknologi Sepuluh Nopember Surabaya, Indonesia. Master of Science, […]<\/p>\n","protected":false},"author":130,"featured_media":0,"parent":2646,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"templates\/page-its.php","meta":{"_joinchat":[],"footnotes":""},"class_list":["post-3972","page","type-page","status-publish","hentry"],"yoast_head":"\nDr. Dwi Ratna Sulistyaningrum, S.Si., M.T. - Departemen Matematika ITS<\/title>\n<meta name=\"description\" content=\"Departemen matematika FSAD ITS memiliki tiga program studi: Sarjana, Pascasarjana, dan Doktor. 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