The paper presents a hardware implementation of algorithms based on the Hough transform (HT) for real-time straight line detection. In particular, the basic HT on the edge points (EHT) and the Gradient-Weighted Hough transform (GWHT) for gray-level images are analyzed in detail and implemented on a pipelined architecture using Field Programmable Gate Arrays (FPGA). Algorithms execution times are compared with other hardware and software based systems in order to assess the efficiency of the presented approach. The paper shows how the achievable performance can meet the real-time requirements of an industrial inspection application.
A real-time hardware implementation of the hough transform / Cucchiara, R., G., N., M., P.. - In: JOURNAL OF SYSTEMS ARCHITECTURE. - ISSN 1383-7621. - STAMPA. - 45 (1):(1998), pp. 31-45. [10.1016/S1383-7621(97)00071-2]
A real-time hardware implementation of the hough transform
CUCCHIARA, Rita;
1998
Abstract
The paper presents a hardware implementation of algorithms based on the Hough transform (HT) for real-time straight line detection. In particular, the basic HT on the edge points (EHT) and the Gradient-Weighted Hough transform (GWHT) for gray-level images are analyzed in detail and implemented on a pipelined architecture using Field Programmable Gate Arrays (FPGA). Algorithms execution times are compared with other hardware and software based systems in order to assess the efficiency of the presented approach. The paper shows how the achievable performance can meet the real-time requirements of an industrial inspection application.
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