Rekonstrukcija podataka događajnih kamera korištenjem videa

undergraduate thesis

• Title (english): econstruction of event camera data using video
• Author: Karlo Dinčir
• Mentor: Ivan Marković (mentor)
• Committee member: Ivan Marković (predsjednik povjerenstva)
• Committee member: Borna Bićanić (član povjerenstva)
• Committee member: Filip Marić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2021-07-06, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Događajna kamera je senzor koji bilježi pokrete u slici pomoću promjene svjetlosti. Promjena svjetlosti mjeri se na svakom pikselu u jedinici vremena s rezultatom toka asinkronih događaja za razliku od slika standardne kamere. Prednosti ove vrste tehnologije u odnosu na konvencionalne kamere su: visok dinamički raspon, može uhvatiti veću količinu informacija i rješavanje problema zamućenja dijelova slike. Događaji mogu se izravno obrađivati u algoritmima, ali nisu prikladni za ljudski vid ili već razvijene algoritme za standardne kamere. Taj problem možemo riješiti rekonstrukcijom slike.

Abstract (english)

Event camera is sensors that captures movement in frame trough brightness changes. On each pixel brightness change is measured over time with result of asynchronous events instead of intensity frames. Advantages of this kind of technology over conventional cameras is: high dynamic range, high temporal resolution and no motion blur. Raw events can be processed in algorithms but they are not convenient for human vision or already developed algorithms for standard cameras. We can resolve this issue by image reconstruction.

• Keywords: događajna kamera; događaji; rekonstrukcija; sintetički događaji
• Keywords (english): event camera; dynamic vision sensor; reconstruction; events; synthetic events
• Language: croatian
• URN:NBN: urn:nbn:hr:168:911301
• 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: 2023-01-15 10:00:30