Nipun D. Nath

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 7

Top Topics

Transfer Learning

Activity Recognition

Top Venues

Adv. Eng. Informatics

J. Comput. Civ. Eng.

J. Inf. Technol. Constr.

Publications

Nipun D. Nath, Chih-Shen Cheng, Amir H. Behzadan
Drone mapping of damage information in GPS-Denied disaster sites. Adv. Eng. Informatics 51 (2022)
Yalong Pi, Nipun D. Nath, Amir H. Behzadan
Detection and Semantic Segmentation of Disaster Damage in UAV Footage. J. Comput. Civ. Eng. 35 (2) (2021)
Yalong Pi, Nipun D. Nath, Amir H. Behzadan
Convolutional neural networks for object detection in aerial imagery for disaster response and recovery. Adv. Eng. Informatics 43 (2020)
Nipun D. Nath, Amir H. Behzadan
Deep Generative Adversarial Network to Enhance Image Quality for Fast Object Detection in Construction Sites. WSC (2020)
Nipun D. Nath, Theodora Chaspari, Amir H. Behzadan
Single- and multi-label classification of construction objects using deep transfer learning methods. J. Inf. Technol. Constr. 24 (2019)
Nipun D. Nath, Theodora Chaspari, Amir H. Behzadan
Automated ergonomic risk monitoring using body-mounted sensors and machine learning. Adv. Eng. Informatics 38 (2018)
Nipun D. Nath, Prabhat Shrestha, Amir H. Behzadan
Human activity recognition and mobile sensing for construction simulation. WSC (2017)