Adaptive Color Filter Array Interpolation Algorithm Based on Hue Transition and Edge Direction

نویسندگان

  • E. SREE DEVI
  • Dr. B. ANAND
چکیده

Most of the digital cameras used now has single sensor with an array of color filters to capture the digital images. Color Filter Array (CFA) uses alternating color filters to sample only one color of a pixel location to reduce the price. In the entire image, only one third of sampled pixels have genuine values from the sensors. Remaining pixels are interpolated from these genuine values. In this work, a new adaptive CFA interpolation model is proposed. Pixels are divided into edge pixels and non-edge pixels. If the pixel is not in an edge, then smooth hue transition interpolation is used. For the pixels in the edge, Edge sensing interpolation algorithm is used. A mathematical model is proposed for interpolation based on the direction of the edges. Two sample images are taken and reconstructed by methods such as hue transition interpolation, edge sensing interpolation and combined approach. PSNR is used to compare the results of proposed technique.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

An Effective Image Demosaicking Algorithm with Correlations among RGB Channels

In this paper, an effective image demosaicking algorithm, which is based on the correlation among the three primary colors, is proposed for mosaic image with Bayer color filter array (CFA). To reduce the distortion and improve the reconstruction quality, the proposed interpolation method makes full use of the brightness information and the edge information. We design several filters with size o...

متن کامل

Color Demosaicing Using Asymmetric Directional Interpolation and Hue Vector Smoothing

This paper presents a color demosaicing method applied to the Bayer pattern color filter array (CFA). Reliable estimation of an edge direction, edge-directed asymmetric interpolation, and the use of color samples at immediate neighbors are considered as the key guidelines for smooth and sharp image restoration. Also, special interest is directed to local areas that are rich in high spatial freq...

متن کامل

Accurate Color Filter Array Demosaicking Using High-Order, Direction-Oriented Extrapolation and a Weighted Median Filter

Color-filter-array demosaicking is an essential step in rendering full color images from single-sensor digital cameras. Because each pixel only records one color value, estimates of the missing color information at each pixel must be made. In this paper, extrapolation equations based on higher orders of the Taylor series are proposed for accurate, direction-oriented estimations of missing color...

متن کامل

Designing a Bayer Filter with Smooth Hue Transition Interpolation Using the Xilinx System Generator

This paper describes the design of a Bayer filter with smooth hue transition using the System Generator for DSP. We describe and compare experimentally two different designs, one based on a MATLAB implementation and the other based on a modification of the Bayer filter using bilinear interpolation. Keywords—Bayer array, Demosaicing, FPGA, Interpolation.

متن کامل

Interpolation and Zooming Techniques Utilizing Edge-weighted Adaptive Filtering for Color Filter Array

A single sensor provided with a color filter array (CFA) format looks like a mosaic image. Each pixel in the image contains a primary color, red, green and blue, arranged alternately. Most previous interpolation and zooming techniques for CFA image utilize the gradient and the spatial information of the neighborhood color pixels around the interpolation positions. However, their characteristics...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2014