About
Research Fellow working in the application of artificial intelligence in human-mobile interaction (AI in HMI).
Expertise includes HCI, assistive technology, user experience (UX) research, sensors, computer vision, applied machine learning, lightweight deep learning model, etc.
Research groups
Publications and research
Scientific publications
Kuriakose, Bineeth; Shrestha, Raju; Sandnes, Frode Eika (2022). DeepNAVI: A deep learning based smartphone navigation assistant for people with visual impairments. 16 p. 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 (Ed.). Universal Access in Human-Computer Interaction. User and Context Diversity. kapittel. p. 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 p. IEEE.
Kuriakose, Bineeth; Shrestha, Raju; Sandnes, Frode Eika (2021). Distance Estimation Methods for Smartphone-Based Navigation Support Systems. Arai, Kohei (Ed.). Intelligent Systems and Applications, Proceedings of the 2021 Intelligent Systems Conference (IntelliSys 2021) Volume 1. 1. p. 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 (Ed.). PETRA 2021: The 14th PErvasive Technologies Related to Assistive Environments Conference. D. p. 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. (Ed.). Universal Access in Human-Computer Interaction, Applications and Practice. LNCS, volume 12189. p. 568-583. Springer Nature.
