Publications and research
Shrestha, Raju; Tandel, Tahzeena (2023). An Evaluation Method and Comparison of Modern Cluster-Based Highly Available Database Solutions. Steen, Maarten van; Pahl, Claus (Ed.). Proceedings of the 13th International Conference on Cloud Computing and Services Science. Cloud Applications Performance and Monitoring. p. 131-138. SciTePress.
Kuriakose, Bineeth; Cosescu, Irina; Shrestha, Raju; Sandnes, Frode Eika (2023). Mind Your Step: A Diary Study of a Person with Visual Impairment Navigating a City with a Smart Cane. Papadopoulos, G.A.; Achilleos, A.; Pissaloux, E; Velazquez, R. (Ed.). ICT for Health, Accessibility and Wellbeing. IHAW 2022. kapittel. p. 34-48. Springer.
Shrestha, Raju; Nisha, Beebu (2022). Microservices vs Serverless Deployment in AWS: A Case Study with an Image Processing Application. Zhao, Xinghui; Sill, Alan (Ed.). 15th IEEE/ACM International Conference on Utility and Cloud Computing. Utility and Cloud Computing. p. 183-184. IEEE (Institute of Electrical and Electronics Engineers).
Shrestha, Raju (2022). A transformer-based deep learning model for evaluation of accessibility of image descriptions. Zheng, Liying; Lundberg, Lars (Ed.). Proceedings of the 14th International Conference on Machine Learning and Computing (ICMLC). Machine Learning. p. 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 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.
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 (Ed.). 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 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).
Multispectral Imaging for Biometrics – A Review.
Gaze maps for video sequences: use of eye tracker to record the gaze of viewers of video sequences.