4 papers
SegCodeNet: Color-Coded Segmentation Masks for Activity Detection from Wearable Cameras
Asif Shahriyar Sushmit, Partho Ghosh, Md. Abrar Istiak +3
Activity detection from first-person videos (FPV) captured using a wearable camera is an active research field with potential applications in many sectors, including healthcare, la…
Privacy-Aware Activity Classification from First Person Office Videos
Partho Ghosh, Md. Abrar Istiak, Nayeeb Rashid +5
In the advent of wearable body-cameras, human activity classification from First-Person Videos (FPV) has become a topic of increasing importance for various applications, including…
X-Ray Image Compression Using Convolutional Recurrent Neural Networks
Asif Shahriyar Sushmit, Shakib Uz Zaman, Ahmed Imtiaz Humayun +2
In the advent of a digital health revolution, vast amounts of clinical data are being generated, stored and processed on a daily basis. This has made the storage and retrieval of l…
End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets
Ahmed Imtiaz Humayun, Asif Shahriyar Sushmit, Taufiq Hasan +1
Humans approximately spend a third of their life sleeping, which makes monitoring sleep an integral part of well-being. In this paper, a 34-layer deep residual ConvNet architecture…