Preprint Open access
Analytical and Convolutional Neural Network-Based Motion-Vector Propagation for Efficient Video Object Detection
Continuous video analytics requires accurate localization at low latency within embedded power budgets. This paper presents a hardware-software design methodology that reuses codec motion vectors (MVs) between detector invocations. Two alternative models support translation and scale changes: analytical motion-vector p …