Optimizing openvx graphs for data movement

M Abeysinghe, J Villarreal, JD Bakos - Authorea Preprints, 2024 - techrxiv.org
This paper describes a method for automatically transforming the structure and
characteristics of an image processing dataflow graph for the purpose of improving …

Single chip auto-valet parking system with tda4vmid soc

M Mody, K Chitnis, H Hariyani, S Jagannathan… - Electronic …, 2021 - library.imaging.org
Auto-Valet parking is a key emerging function for Advanced Driver Assistance Systems
(ADAS) enhancing traditional surround view system providing more autonomy during …

Efficient hard real-time implementation of CNNs on multi-core architectures

J Peeck, R Hapka, R Ernst - 2023 IEEE 47th Annual Computers …, 2023 - ieeexplore.ieee.org
Autonomous driving applications rely on processing large amounts of data in order to
ensure sufficient perception performance. In this context, Convolutional Neuronal Networks …

Automated Data-Flow Optimization for Digital Signal Processors

MT Abeysinghe - 2024 - search.proquest.com
Digital signal processors (DSP), which are characterized by statically-scheduled Very-Long
Instruction Word architectures and software-defined scratchpad memory, are currently the go …