Prepoznavanje ljudskih aktivnosti korištenjem pametnih telefona

undergraduate thesis

• Title (english): Human activity recognition by using smartphones
• Author: Ivana Leto
• Mentor: Marko Jurčević (mentor)
• Committee member: Marko Jurčević (predsjednik povjerenstva)
• Committee member: Roman Malarić (član povjerenstva)
• Committee member: Branimir Ivšić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2019-09-10, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Prepoznavanje pokreta čovjeka (HAR) predstavlja sposobnost nekog uređaja da identificira razne pokrete nekog čovjeka. Ovi uređaji mogu biti temeljeni na obradi video zapisa ili podataka dohvaćenih s različitih osjetnika. S obzirom na to da su pametni telefoni računala koja sadrže niz ugrađenih osjetnika, ona omogućuju primjenu u zdravstvu, društvenim mrežama, sigurnosti, nadgledanju okoline, transportu i ostalim područjima, a tako stvaraju novo područje istraživanja - mjerenje putem mobilnih telefona (engl. mobile phone sensing). Stoga se mogu koristiti i za prepoznavanje pokreta čovjeka.

Abstract (english)

Identifying Human Activities or Movement (HAR) is the ability of a device to identify person's various movements. These device's operation can be based on video processing or data retrieved from different sensors. Considering that smart phones containing a number of built-in sensors, these devices provide applications in healthcare, social networks, security, environmental monitoring, transportation, and other areas, thus creating a new area of research - mobile phone measurement sensing. Therefore they can also be used to recognize human movement.

• Keywords: Prepoznavanje ljudskih aktivnosti; Konvolucijske neuronske mreže; Duboko učenje
• Keywords (english): Human activity recognition; Convoluitional neural networks; Deep learning
• Language: croatian
• URN:NBN: urn:nbn:hr:168:453358
• 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: 2020-01-07 19:41:17