Model-Based Mapping of Image Registration Applications onto Configurable Hardware
Yashwanth Hemaraj, Mainak Sen, Raj Shekhar, Shuvra S. Bhattacharyya · 2006
This paper develops techniques for mapping rigid image registration applications onto configurable hardware. Image registration is a computationally intensive domain that places stringent requirements on performance and memory management efficiency. Building on the framework of homogeneous parameterized dataflow, which provides an effective formal model for design and analysis of hardware and software for signal processing applications, we develop novel methods for representing and exploring the hardware design space when mapping image registration algorithms into configurable hardware. Our techniques result in an efficient framework for trading off performance and configurable hardware resource usage based on the constraints of a given registration application.