Raspoznavanje znakova na registarskim tablicama

undergraduate thesis

• Title (english): Recognition of License Plate Characters
• Author: Marin Fabijanić
• Mentor: Zoran Kalafatić (mentor)
• Committee member: Zoran Kalafatić (predsjednik povjerenstva)
• Committee member: Petra Bevandić (član povjerenstva)
• Committee member: Josip Šarić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2021-07-07, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U radu su, kroz sustav za segmentaciju i raspoznavanje znakova, objašnjeni i prikazani postupci obrade slika i konvolucijske neuronske mreže i njihove gradivne jedinice.
Kroz rad objašnjeni su osnovni pojmovi u radu sa konvolucijskim neuronskim mrežama, istaknute su dobre i loše strane istih, kao i najčešći problemi u implementaciji sustava koji sa njima radi. Na kraju rada prikazani su i objašnjeni rezultati implementiranog sustava za segmentaciju i raspoznavanje znakova na registarskim tablicama

Abstract (english)

The thesis explains and displays, through a system for character segmentation and classification, image processing procedures and convolutional neural networks and their main components. Basic terms of convolutional neural networks, their strengths, weaknesses and common issues during development are explained and presented throughout the thesis. End results of the
implemented system for license plate character segmentation and classification are presented and discussed at the end of the thesis

• Keywords: Konvolucijska neuronska mreža; Obrada slike; Registarska tablica; Raspoznavanje znakova na registarskim tablicama; Umjetna neuronska mreža; Segmentacija znakova; Klasifikacija znakova
• Keywords (english): Convolutional neural networks; Image processing; License plate; License plate character recognition; Artificial neural network; Character segmentation; Character classification
• Language: croatian
• URN:NBN: urn:nbn:hr:168:769926
• Study programme: Title: Computing; Study programme type: university; Study level: undergraduate; Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-01-14 20:24:28