Srinath Shiv Kumar

Automated defect classification in sewer closed circuit television inspections using deep convolutional neural networks

Srinath Shiv Kumar, Dulcy M. Abraham, Mohammad R. Jahanshahi et al. · Automation in Construction · 2018 · 271 citations

Image Classification, Convolutional Neural Network, Machine Vision +12

A BIM-based automated site layout planning framework for congested construction sites

Srinath Shiv Kumar, Jack C.P. Cheng · Automation in Construction · 2015 · 204 citations

Architectural Design, Built Environment, Building Information Modeling +13

Deep Learning–Based Automated Detection of Sewer Defects in CCTV Videos

Srinath Shiv Kumar, Mingzhu Wang, Dulcy M. Abraham et al. · Journal of Computing in Civil Engineering · 2019 · 165 citations

Convolutional Neural Network, Engineering, Machine Learning +20

Automated sewer pipe defect tracking in CCTV videos based on defect detection and metric learning

Mingzhu Wang, Srinath Shiv Kumar, Jack C.P. Cheng · Automation in Construction · 2020 · 86 citations

Machine Vision, Image Analysis, Data Science +14

Social BIMCloud: a distributed cloud-based BIM platform for object-based lifecycle information exchange

Moumita Das, Jack CP Cheng, Srinath Shiv Kumar · Visualization in Engineering · 2015 · 45 citations · Full text

Construction Project Management, Engineering, Software Engineering +27