Eye-Tracking Data Extension for Omnidirectional Image Quality Assessment Database (OMNIQAD)

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F24%3APU151259" target="_blank" >RIV/00216305:26220/24:PU151259 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/68407700:21230/24:00375418

Výsledek na webu

<a href="https://ieeexplore.ieee.org/document/10524066" target="_blank" >https://ieeexplore.ieee.org/document/10524066</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/RADIOELEKTRONIKA61599.2024.10524066" target="_blank" >10.1109/RADIOELEKTRONIKA61599.2024.10524066</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Eye-Tracking Data Extension for Omnidirectional Image Quality Assessment Database (OMNIQAD)

Popis výsledku v původním jazyce

This paper extends the available OMNIQAD database with a general analysis of eye-tracking data obtained for various omnidirectional images from this database. Eye-tracking data were collected during subjective experiments using a head-mounted display with eye-tracking capability. A total of 29 subjects (19 males and 10 females) with age ranging from 18 to 25 years were measured. Attention is devoted to the description of the data collection process using the Unity-designed application and the possibilities of data processing with respect to finding notable regions of interest in presented omnidirectional images, which are briefly discussed. The paper also points out possible usage of the obtained data, such as refining or retraining the currently available models for perceptual-based video coding with respect to compression artifacts, defining a model for a new objective quality metric for omnidirectional images or training and testing attention models for omnidirectional images.

Název v anglickém jazyce

Eye-Tracking Data Extension for Omnidirectional Image Quality Assessment Database (OMNIQAD)

Popis výsledku anglicky

This paper extends the available OMNIQAD database with a general analysis of eye-tracking data obtained for various omnidirectional images from this database. Eye-tracking data were collected during subjective experiments using a head-mounted display with eye-tracking capability. A total of 29 subjects (19 males and 10 females) with age ranging from 18 to 25 years were measured. Attention is devoted to the description of the data collection process using the Unity-designed application and the possibilities of data processing with respect to finding notable regions of interest in presented omnidirectional images, which are briefly discussed. The paper also points out possible usage of the obtained data, such as refining or retraining the currently available models for perceptual-based video coding with respect to compression artifacts, defining a model for a new objective quality metric for omnidirectional images or training and testing attention models for omnidirectional images.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

20201 - Electrical and electronic engineering

Projekt

<a href="/cs/project/LTT20004" target="_blank" >LTT20004: Spolupráce s mezinárodním výzkumným centrem v oblasti digitálních komunikačních systémů</a><br>

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2024

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

34rd International Conference of Radioelektronika

ISBN

979-8-3503-6216-9

ISSN

—

e-ISSN

—

Počet stran výsledku

4

Strana od-do

1-4

Název nakladatele

Neuveden

Místo vydání

Žilina (Slovakia)

Místo konání akce

Žilina, Slovakia

Datum konání akce

17. 4. 2024

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

001229165000015