IEEE Transactions on Consumer Electronics · 2003 · 187 citations · 9 references
EngineeringComputer ScienceComputer VisionDigital ImagingMachine VisionDigital Image ProcessingDigital Signal ProcessingEdge DetectionImage ProcessingAdaptive Step-size ControlCmos Digital Circuit DesignHill ClimbingReal-time Image Acquisition
A practical real-time auto-focus algorithm for a digital camera is presented, and it improves the reliability and speed of the auto-focus process, especially suitable for a mega-pixel high definition camera. The proposed algorithm adopts threshold gradient and edge point count technique besides focus value function, instead of the traditional two-stage climbing search algorithm that uses the focus value function only. Additionally, a relative difference ratio circuit is also proposed, which can implement adaptive step size searching to increase the searching speed. By adopting the modified algorithm on the prototype of our mega-pixel digital camera, the real-time auto-focus function is verified. The proposed algorithm is implemented in a test camera chip that has been manufactured in 0.25/spl mu/m CMOS digital process.
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Shree K. Nayar, Yasuo Nakagawa · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1994 · 1.2K citations
Accommodation in computer vision
Jay Martin Tenenbaum · 1971 · 223 citations