Forskningsgrupper
Publikasjoner og forskningsresultater
Vitenskapelige publikasjoner
Shrestha, Raju (2022). A transformer-based deep learning model for evaluation of accessibility of image descriptions. Zheng, Liying; Lundberg, Lars (Red.). Proceedings of the 14th International Conference on Machine Learning and Computing (ICMLC). Machine Learning. s. 28-33. Association for Computing Machinery (ACM).
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.
Shrestha, Raju (2021). A Neural Network Model and Framework for an Automatic Evaluation of Image Descriptions based on NCAM Image Accessibility Guidelines. Chen, Yen-Wei (Red.). Proceedings of the 4th Artificial Intelligence and Cloud Computing Conference. Artificial Intelligence. Association for Computing Machinery (ACM).
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).
Sapkota, Abhijeet; Shrestha, Raju (2021). Accessible Driver Announcement in Public Transportation: A Solution based on Speech-to-Text and Display. Wang, Guojun; Fan, Zhong; Bhuiyan, Md Zakirul Alam; Sakurai, Kouichi (Red.). 2020 IEEE 8th International Conference on Smart City and Informatization. 1. s. 13-19. IEEE.
Musoro, Tamugri King Asa; Shrestha, Raju (2020). A Universally Designed and Accessible Indoor Air Quality Monitoring and Warning System. Sendra, Sandra; Berntzen, Lasse; Marghitu, Daniela (Red.). Smart Accessibility 2020, The Fifth International Conference on Universal Accessibility in the Internet of Things and Smart Environments. Smart Accessibility 2020. s. 1-6. International Academy, Research and Industry Association (IARIA).
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.
