Nipun D. Nath

Deep learning for site safety: Real-time detection of personal protective equipment

Nipun D. Nath, Amir H. Behzadan, Stephanie German Paal · Automation in Construction · 2020 · 448 citations

Convolutional Neural Network, Machine Vision, Machine Learning +9

Convolutional neural networks for object detection in aerial imagery for disaster response and recovery

Yalong Pi, Nipun D. Nath, Amir H. Behzadan · Advanced Engineering Informatics · 2019 · 270 citations

Image Classification, Convolutional Neural Network, Machine Vision +11

Ergonomic analysis of construction worker's body postures using wearable mobile sensors

Nipun D. Nath, Reza Akhavian, Amir H. Behzadan · Applied Ergonomics · 2017 · 229 citations · Full text

Wearable System, Physical Activity, Engineering +16

Automated ergonomic risk monitoring using body-mounted sensors and machine learning

Nipun D. Nath, Theodora Chaspari, Amir H. Behzadan · Advanced Engineering Informatics · 2018 · 117 citations

Wearable System, Occupational Ergonomics, Physical Activity +13

Deep Convolutional Networks for Construction Object Detection Under Different Visual Conditions

Nipun D. Nath, Amir H. Behzadan · Frontiers in Built Environment · 2020 · 73 citations · Full text