Title :
A parallel hardware architecture for connected component labeling based on fast label merging
Author :
Flatt, Holger ; Blume, Steffen ; Hesselbarth, Sebastian ; Schünemann, Torsten ; Pirsch, Peter
Author_Institution :
Inst. of Microelectron. Syst., Leibniz Univ. Hannover, Appelstr
Abstract :
This paper presents a dedicated parallel hardware architecture for fast connected component labeling. Both, label generation and merging of equivalent labels are accelerated. Label generation is performed for four pixels in parallel. A special linked list based approach for fast label merging is proposed. This results in a compact implementation and shorter processing times compared to published implementations. For prototyping and evaluation purposes, the hardware architecture was integrated into an FPGA-based modular coprocessor architecture. A binary D1 test image is labeled in 1.74 ms on a Virtex-II Pro FPGA running at 140 MHz. Moreover, the architecture can be easily integrated into embedded image processing systems.
Keywords :
coprocessors; field programmable gate arrays; image processing; merging; parallel architectures; Virtex-II Pro FPGA; binary D1 test image labeling; connected component labeling; dedicated parallel hardware architecture; embedded image processing systems; equivalent labels; fast label merging; frequency 140 MHz; label generation; modular coprocessor architecture; time 1.74 ms; Acceleration; Costs; Embedded system; Hardware; Labeling; Merging; Microelectronics; Object detection; Prototypes; Timing;
Conference_Titel :
Application-Specific Systems, Architectures and Processors, 2008. ASAP 2008. International Conference on
Conference_Location :
Leuven
Print_ISBN :
978-1-4244-1897-8
Electronic_ISBN :
2160-0511
DOI :
10.1109/ASAP.2008.4580169