Modified fast climbing search auto-focus algorithm with adaptive step size searching technique for digital camera
نویسندگان
چکیده
A practical real-time auto-focus algorithm for digital camera ispresented. and it improves the reliability and speed of auto-focus process, especially suitable for mega-pixel high definition camera. The proposed algorithm adopts threshold gradient and edge point count technique besides focus value function, instead of traditional two-stage climbing search algorithm that uses 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 protoiype of our mega-pixel digital camera, real-time auto-focus function is verified. The proposed algorithm is implemented in test camera chip that has been manufactured in 0.25um CMOS digital process. Index Terms modified fast climbing search, focus value, threshold gradient, edge point, adaptive step size searching, relative difference ratio.
منابع مشابه
Auto Focus Using Adaptive Step Size Search and Zoom Tracking Algorithm
In this paper, an adaptive step size auto focus search algorithm and a reduced zoom tracking algorithm are proposed. Many different auto focus search algorithms exist, such as global search, binary search, Fibonacci search, and so on. Global search can ensure the global peak is found correctly, but the search time is too long. The search time of binary or Fibonacci search is shortened, but the ...
متن کاملSHAPE OPTIMIZATION OF STRUCTURES BY MODIFIED HARMONY SEARCH
The main aim of the present study is to propose a modified harmony search (MHS) algorithm for size and shape optimization of structures. The standard harmony search (HS) algorithm is conceptualized using the musical process of searching for a perfect state of the harmony. It uses a stochastic random search instead of a gradient search. The proposed MHS algorithm is designed based on elitism. In...
متن کاملImproved Auto-Focus Search Algorithms for CMOS Image-Sensing Module
Digital image capturing devices currently available in the market include camera phone, webcam, and vehicle rear-view camera. With the advancement in lens module manufacturing technologies, efforts have been made to improve the image quality, diversify the product functions, and reduce the product size. Facing the large market demands, it is important to achieve higher lens module output in mas...
متن کاملAn Efficient Auto Focus Method for Digital Still Camera Based on Focus Value Curve Prediction Model
This paper models focus value curve from point light source to focus measure calculation. This model shows that focus values of one object in a scene will form a single peak bell-shaped curve in camera. Our proposed auto focus method adopts this model with focus sub-window selection to predict the peak of focus value curve. Accurate prediction for the best-focused lens position will greatly sho...
متن کاملA Differential Evolution and Spatial Distribution based Local Search for Training Fuzzy Wavelet Neural Network
Abstract Many parameter-tuning algorithms have been proposed for training Fuzzy Wavelet Neural Networks (FWNNs). Absence of appropriate structure, convergence to local optima and low speed in learning algorithms are deficiencies of FWNNs in previous studies. In this paper, a Memetic Algorithm (MA) is introduced to train FWNN for addressing aforementioned learning lacks. Differential Evolution...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- IEEE Trans. Consumer Electronics
دوره 49 شماره
صفحات -
تاریخ انتشار 2003