Understanding head-mounted display FOV in maritime search and rescue object detection

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussavertaisarvioitu

Tutkijat

Organisaatiot

  • Curtin University of Technology

Kuvaus

Object detection when viewing Head Mounted Display (HMD) imagery for maritime Search and Rescue (SAR) detection tasks poses many challenges, for example, objects are difficult to distinguish due to low contrast or low observability. We survey existing Artificial Intelligence (AI) image processing algorithms that improve object detection performance. We also examine central and peripheral vision (HVS) and their relation to Field of View (FOV) within the Human Visual System when viewing such images using HMDs. We present results from our user-study which simulates different maritime scenes used in object detection tasks. Users are tested viewing sample images with different visual features over different FOVs, to inform the development of an AI algorithm for object detection.

Yksityiskohdat

AlkuperäiskieliEnglanti
OtsikkoProceedings - 2018 IEEE International Conference on Artificial Intelligence and Virtual Reality, AIVR 2018
TilaJulkaistu - 15 tammikuuta 2019
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaIEEE International Conference on Artificial Intelligence and Virtual Reality - Taichung, Taiwan
Kesto: 10 joulukuuta 201812 joulukuuta 2018
Konferenssinumero: 1

Conference

ConferenceIEEE International Conference on Artificial Intelligence and Virtual Reality
LyhennettäAIVR
MaaTaiwan
KaupunkiTaichung
Ajanjakso10/12/201812/12/2018

ID: 38813181