69 citations · 212 across the 8 of their papers we have counts for
4 papers · 1 filter
DeepTrack: Lightweight Deep Learning for Vehicle Path Prediction in Highways
Vinit Katariya, Mohammadreza Baharani, Nichole Morris +2
Vehicle trajectory prediction is essential for enabling safety-critical intelligent transportation systems (ITS) applications used in management and operations. While there have be…
ATCN: Resource-Efficient Processing of Time Series on Edge
Mohammadreza Baharani, Hamed Tabkhi
This paper presents a scalable deep learning model called Agile Temporal Convolutional Network (ATCN) for high-accurate fast classification and time series prediction in resource-c…
Real-time Person Re-identification at the Edge: A Mixed Precision Approach
Mohammadreza Baharani, Shrey Mohan, Hamed Tabkhi
A critical part of multi-person multi-camera tracking is person re-identification (re-ID) algorithm, which recognizes and retains identities of all detected unknown people througho…
Real-time Deep Learning at the Edge for Scalable Reliability Modeling of Si-MOSFET Power Electronics Converters
Mohammadreza Baharani, Mehrdad Biglarbegian, Babak Parkhideh +1
With the significant growth of advanced high-frequency power converters, on-line monitoring and active reliability assessment of power electronic devices are extremely crucial. Thi…