Video işleme boru hatlarının hızlı tasarımı için yüksek seviyeli sentezleme
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Abstract (EN)
Pipelining concept is a fundamental technique in digital hardware design, which maximizes the clock frequency or minimizes the resources. Designing a pipelined Field Programmable Gate Array (FPGA) module using pipelined arithmetic modules brings us challenging allocation, scheduling, and binding issues, especially when the Initiation Interval is more than one. In the case of algorithms with high computational cost, for ex., in video processing, we need to automate these error prone and time consuming processes. In this thesis, we share our experience in using High-Level Synthesis (HLS) for rapid development of an optical flow design on FPGA. We have performed HLS using Vivado HLS as well as a HLS tool we have developed for the optical flow design at hand and similar video processing problems. The thesis describes the design problem we have and then discusses our own HLS tool. The tool we developed is general-purpose except for the inability to handle cyclic inter-iteration dependencies. It also introduces novel concepts to HLS, such as pipelined multiplexers. The synthesis results show that we can achieve better timing or better area results compared to Vivado HLS. Furthermore, the Verilog RTL our HLS tool outputs is better than Vivado HLS in terms of readability. Also, the time-resource tables we produce for both arithmetic units and registers make it easier for the designer to debug and modify the RTL.
Author
Aydın Emre Güzel
How to Cite
Aydın Emre Güzel (Master Thesis). Video işleme boru hatlarının hızlı tasarımı için yüksek seviyeli sentezleme, 2017, Özyeğin University.
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