37 citations · 54 across the 4 of their papers we have counts for
4 papers
Regional Priority Based Anomaly Detection using Autoencoders
Shruti Mittal, Dattaraj Rao
In the recent times, autoencoders, besides being used for compression, have been proven quite useful even for regenerating similar images or help in image denoising. They have also…
Siamese Neural Networks for One-shot detection of Railway Track Switches
Dattaraj J Rao, Shruti Mittal, S. Ritika
Deep Learning methods have been extensively used to analyze video data to extract valuable information by classifying image frames and detecting objects. We describe a unique appro…
Railway Track Specific Traffic Signal Selection Using Deep Learning
S Ritika, Shruti Mittal, Dattaraj Rao
With the railway transportation Industry moving actively towards automation, accurate location and inventory of wayside track assets like traffic signals, crossings, switches, mile…
Vision Based Railway Track Monitoring using Deep Learning
Shruti Mittal, Dattaraj Rao
Computer vision based methods have been explored in the past for detection of railway track defects, but full automation has always been a challenge because both traditional image…