02908nas a2200457 a 4500 20260817170925.0 230208s2021 th uu m rtt 0| a1eng .b12398962 AIT Diss. no.ISE-21-03 Somphop Limsoonthrakul Automatic vehicle identification and matching in multiple perspectives Pathum Thani, Thailand : Asian Institute of Technology, 2021 46 leaves : ill. Dissertation ; no. ISE-21-03 A dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Engineering in Mechatronics and Embedded Systems, School of Engineering and Technology Thesis (Ph. D.) - Asian Institute of Technology, 2021 This dissertation propose an implementation of automated vehicle tracking system based on vision sensors and video analytics. The proposed system can process video streams from multiple traffic cameras to identify vehicles that appears in the scenes and predicts the route of a particular vehicle by matching the visual properties (type, color, and make) and/or license number found in adjacent cameras. Classical image processing techniques and Convolutional Neural Network architectures (GoogLeNet and YOLO) are adopted for vehicle detection-classification, and license plate recognition. The study also propose an architectural design of distributed traffic camera system which can reduce the cost of installation in wide coverage area. Automobiles Identification Automated vehicles Image processing Digital techiniques Mongkol Ekpanyapong, Chairperson Dailey, Mathew N., Examination Committee Manukid Parnichkun, Examination Committee Royal Thai Government Fellowship, Scholarship Donor Asian Institute of Technology Fellowship, Scholarship Donor Asian Institute of Technology. Dissertation ; no. ISE-21-03 Full-Text http://203.159.5.9/ait-thesis/detail.php?q=B18216 .b12398962 mnait m 250411 0 230208 m a m 0 mnarc mnarc mnait 40 67 20 Barcode : 30020220004363 CREATED : 2023-08-02 RECORD # : i13430658 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : - CREATED : 2023-08-02 RECORD # : i13430713 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050121076698 CREATED : 2023-08-02 RECORD # : i13430956 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 10243 10243 0 0 0 0 MAIN MAIN mnarc 2026-08-17 0 AIT Diss. no.ISE-21-03 30020220004363 2026-08-17 17:09:25 1 2026-08-17 40 0 0 0 0 MAIN MAIN mnarc 2026-08-17 0 AIT Diss. no.ISE-21-03 2026-08-17 17:09:25 2026-08-17 67 0 0 0 0 MAIN MAIN mnait 2026-08-17 50.00 0 AIT Diss. no.ISE-21-03 30050121076698 2026-08-17 17:09:25 1 2026-08-17 20