A Hardware Acceleration Based Algorithm for Real-time Binary Image Connected-component Labeling: A Hardware Acceleration Based Algorithm for Real-time Binary Image Connected-component Labeling
Due to the requirement for real-time image processing in optical imaging homing weapon systems, this paper proposes a hardware acceleration based connected-component labeling algorithm, which is a real time and two-pass algorithm. The algorithm integrates the merit of pixel-based and the run-based a...
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Veröffentlicht in: | Dian zi yu xin xi xue bao = Journal of electronics & information technology 2011-05, Vol.33 (5), p.1069-1075 |
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Format: | Artikel |
Sprache: | chi |
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Zusammenfassung: | Due to the requirement for real-time image processing in optical imaging homing weapon systems, this paper proposes a hardware acceleration based connected-component labeling algorithm, which is a real time and two-pass algorithm. The algorithm integrates the merit of pixel-based and the run-based algorithm, which sets pixel as scan unit and line as label unit. Tree-shape topology is constructed in the first scan process, and lines are exported as the results. Then the labels are replaced in the second scan process to complete the connected-component labeling. Experiments on DSP+FPGA platform demonstrate that the hardware acceleration implementation of algorithm reaches a higher performance and efficiency with less resources consumption, and meet the demand of real-time processing. |
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ISSN: | 1009-5896 |
DOI: | 10.3724/SP.J.1146.2010.00793 |