Union-Retire for Connected Components Analysis on FPGA

Autor: Michael Klaiber, Donald Bailey
Rok vydání: 2022
Předmět:
Zdroj: Journal of Imaging; Volume 8; Issue 4; Pages: 89
ISSN: 2313-433X
Popis: The Union-Retire CCA (UR-CCA) algorithm started a new paradigm for connected components analysis. Instead of using directed tree structures, UR-CCA focuses on connectivity. This algorithmic change leads to a reduction in required memory, with no end-of-row processing overhead. In this paper we describe a hardware architecture based on UR-CCA and its realisation on an FPGA. The memory bandwidth and pipelining challenges of hardware UR-CCA are analysed and resolved. It is shown that up to 36% of memory resources can be saved using the proposed architecture. This translates directly to a smaller device for an FPGA implementation.
Databáze: OpenAIRE