A Low-Cost VLSI Architecture of the Bilateral Filter for Real-Time Image Denoising
Chih‐Yuan Lien, Chi-Huan Tang, Pei‐Yin Chen, Yao-Tsung Kuo, Yue-Ling Deng
Abstract
In this paper, a low-cost hardware architecture of the bilateral filter for real-time image processing is proposed. Based on the techniques of distance-oriented grouping and hardware resource sharing, the usage of multipliers can decrease 48% as compared to the previous approach. Besides, an efficient quantization method is applied to reduce the size of required look up tables. The experimental results show that the proposed architecture is cost efficient while maintaining the same image quality, frame rate and working clock frequency.
Topics & Concepts
Computer scienceQuantization (signal processing)Clock rateArchitectureVery-large-scale integrationFrame rateNoise reductionFilter (signal processing)Image qualityImage processingField-programmable gate arrayCost reductionArtificial intelligenceHardware architectureReal-time computingComputer hardwareComputer visionImage (mathematics)Embedded systemTelecommunicationsSoftwareArtChipEconomicsVisual artsProgramming languageManagementImage and Signal Denoising MethodsAdvanced Image Fusion TechniquesAdvanced Vision and Imaging