2 papers
cs.CV2026
Analytical and Convolutional Neural Network-Based Motion-Vector Propagation for Efficient Video Object Detection
Ashiyana Abdul Majeed, Mahmoud Meribout, Neethu Joseph
Continuous video analytics requires accurate localization at low latency within embedded power budgets. This paper presents a hardware-software design methodology that reuses codec…
cs.AR2026
Edge Physical AI Deployment of Vision Transformers on Heterogeneous Edge GPU Targeting Autonomous Vehicles
Ashiyana Abdul Majeed, Mahmoud Meribout, Neethu Joseph +2
Physical AI systems, such as autonomous vehicles and intelligent machines, require transformer-based perception models that satisfy stringent edge latency and energy constraints. H…