1 citations · 1 across the 3 of their papers we have counts for
4 papers
Improving the Efficiency of Transformers for Resource-Constrained Devices
Hamid Tabani, Ajay Balasubramaniam, Shabbir Marzban +2
Transformers provide promising accuracy and have become popular and used in various domains such as natural language processing and computer vision. However, due to their massive n…
AI Driven Road Maintenance Inspection
Ratnajit Mukherjee, Haris Iqbal, Shabbir Marzban +5
Road infrastructure maintenance inspection is typically a labour-intensive and critical task to ensure the safety of all the road users. In this work, we propose a detailed methodo…
Practical Auto-Calibration for Spatial Scene-Understanding from Crowdsourced Dashcamera Videos
Hemang Chawla, Matti Jukola, Shabbir Marzban +2
Spatial scene-understanding, including dense depth and ego-motion estimation, is an important problem in computer vision for autonomous vehicles and advanced driver assistance syst…
RGPNet: A Real-Time General Purpose Semantic Segmentation
Elahe Arani, Shabbir Marzban, Andrei Pata +1
We propose a real-time general purpose semantic segmentation architecture, RGPNet, which achieves significant performance gain in complex environments. RGPNet consists of a light-w…