Poboljšanje kvalitete video signala stanica za mjerenje elektroničkih sklopova na čipu

undergraduate thesis

• Title (english): Improving the Quality of Probe-station Video Signal
• Author: Nikola Vrbanić
• Mentor: Vladimir Čeperić (mentor)
• Committee member: Vladimir Čeperić (predsjednik povjerenstva)
• Committee member: Ivan Filković (član povjerenstva)
• Committee member: Marko Magerl (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2017-07-13, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U ovom radu opisane su osnove neuronskih mreža, s posebnim naglaskom na konvolucijske neuronske mreže. Implementirane su dvije konvolucijske neuronske mreže za povećanje kvalitete video signala. Na kraju su prikazani dobiveni rezultati, s opisima i slikama.

Abstract (english)

In this thesis a brief overview of neural networks with a special focus on convolutional neural networks is given. Two convolutional neural networks for improving the quality of video signals were implemented and an overview of the obtained results is given.

• Keywords: umjetne neuronske mreže; konvolucijske mreže; duboko učenje; računalni vid; tensorflow; strojno učenje
• Keywords (english): artificial neural networks; convolutional neural networks; deep learning; computer vision; tensorflow; machine learning
• Language: croatian
• URN:NBN: urn:nbn:hr:168:075948
• 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: 2019-03-14 02:04:13