Digital Image Processing
IEEE Transactions on Pattern Analysis and Machine Intelligence
New autofocusing technique using the frequency selective weighted median filter for video cameras
IEEE Transactions on Consumer Electronics
Parallel implementation of local thresholding in Mitrion-C
International Journal of Applied Mathematics and Computer Science
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The auto-focus is a fundamental function of a camera system which is required to photograph a clear image of an object. To obtain the optimal focus of a specific region within an image, the sharpness of the region must be measured. Since the sharpness represents the difference between a pixel and its neighbors, multiple pixel references occur while evaluating each pixel. To compensate for the processing bottleneck caused by this repetitive memory reference, this paper presents a dedicated hardware architecture for real-time auto-focusing. The proposed system processes the incoming pixel simultaneously with its neighboring pixels based on its parallelized window processing architecture. In addition, the proposed system performs an adaptive thresholding-based sharpness function with multiple windows to achieve accuracy and robustness. The proposed system is compared to several conventional pixel-based auto-focusing systems under various environmental conditions.