Kort om
Stipendiat som jobber med anvendelse av kunstig intelligens i menneske-mobil interaksjon (KI i MMI).
Ekspertise inkluderer MMI, hjelpeteknologi, brukeropplevelsesforskning (UX), sensorer, datasyn, anvendt maskinlæring, lettvektsmodell for dyp læring osv.
Forskningsgrupper
Publikasjoner og forskningsresultater
Vitenskapelige publikasjoner
Kuriakose, Bineeth; Shrestha, Raju; Sandnes, Frode Eika (2022). DeepNAVI: A deep learning based smartphone navigation assistant for people with visual impairments. 16 s. Expert Systems With Applications . Vol. 212.
Kuriakose, Bineeth; Shrestha, Raju; Sandnes, Frode Eika (2022). LiDAR-Based Obstacle Detection and Distance Estimation in Navigation Assistance for Visually Impaired. Antona, Margherita; Stephanidis, Constantine (Red.). Universal Access in Human-Computer Interaction. User and Context Diversity. kapittel. s. 479-491. Springer.
Kuriakose, Bineeth; Shrestha, Raju; Sandnes, Frode Eika (2021). SceneRecog: A Deep Learning Scene Recognition Model for Assisting Blind and Visually Impaired Navigate using Smartphones. ISBN: 978-1-6654-4207-7. 3510 s. IEEE.
Kuriakose, Bineeth; Shrestha, Raju; Sandnes, Frode Eika (2021). Distance Estimation Methods for Smartphone-Based Navigation Support Systems. Arai, Kohei (Red.). Intelligent Systems and Applications, Proceedings of the 2021 Intelligent Systems Conference (IntelliSys 2021) Volume 1. 1. s. 658-673. Springer Nature.
Kuriakose, Bineeth; Shrestha, Raju; Sandnes, Frode Eika (2021). Towards Independent Navigation with Visual Impairment: A Prototype of a Deep Learning and Smartphone-based Assistant. Makedon, Fillia (Red.). PETRA 2021: The 14th PErvasive Technologies Related to Assistive Environments Conference. D. s. 113-114. Association for Computing Machinery (ACM).
Kuriakose, Bineeth; Shrestha, Raju; Sandnes, Frode Eika (2020). Multimodal Navigation Systems for Users with Visual Impairments—A Review and Analysis. Multimodal Technologies and Interaction . Vol. 4.
Kuriakose, Bineeth; Shrestha, Raju; Sandnes, Frode Eika (2020). Tools and technologies for blind and visually impaired navigation support: A review. IETE Technical Review .
Kuriakose, Bineeth; Shrestha, Raju; Sandnes, Frode Eika (2020). Smartphone Navigation Support for Blind and Visually Impaired People - A Comprehensive Analysis of Potentials and Opportunities. Antona, M.; Stepahnidis, C. (Red.). Universal Access in Human-Computer Interaction, Applications and Practice. LNCS, volume 12189. s. 568-583. Springer Nature.
