Deblurring of Noisy or Blurred Image by Using Kernel Estimation Algorithm
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2014, Vol 2, Issue 9
Abstract
This paper presents, taking the photos under dim lighting conditions using a hand-held camera becomes blurry or noisy. If the camera is set to a long exposure time, the image is blurred due to camera shake. While, the image will be dark and noisy if it is taken with a short exposure time with a high camera gain. By combining the both information extracted from both blurred and noisy images, this paper shows how to produce a high quality image that cannot be obtained by simply denoising the noisy image or deblurring the blurred image alone. The aim of is image deblurring with the help of the noisy image. First, both images are used to estimate an accurate blur kernel from a single blurred image. Second, by using both images, a residual deconvolution is proposed to reduce ringing artifacts inherent to image convolution. Third, the remaining ringing artifacts in smooth image regions are further suppressed by a gain-controlled deconvolution process. We demonstrate the effectiveness of our approach using a number of indoor and outdoor images taken by hand-held cameras in low lighting environments with some applications.
Authors and Affiliations
Joseph Anandaraj. S, R. Deepa, C. Helen Prema
Keywords
Related Articles
- EP ID EP18813
- DOI -
- Views 315
- Downloads 9
Effect of Crumb Rubber in Bitumen Using Marshal Stability Test
Construction of highway involves huge outlay of investment. Smooth transport and Road networks plays vital role in the development of country. The total pavement structure "bends" or "deflects" due to traffic loads. Tir...
Secure Data-Deduplication with Dynamic Ownership Management in Cloud Storage
In cloud storage services, de-duplication technology is commonly used to reduce the space requirements of services by eliminating redundant data and storing single copy of them. When multiple users uploads the same data...
Dynamic Analysis of a Tall Structure under Seismic Zone Considering Different Sloping Ground Conditions
buildings may be considered as asymmetric in plan or in elevation based on the distribution of mass and stiffness along each storey, throughout the height of the buildings. Most of the hilly regions of India are highly...
Cloud Computing Threats
The progress of cloud computing services is accelerating the rate in which the organizations outsource their computational services or sell their idle computational resources. Even though migrating to the cloudremains a...
slugTheoretical Analysis for Fatigue Life Improvement of Corrected Spur Gear
Spur gears have wide range of applications in all over the world. It is obvious that improvement in fatigue life of spur gears can be beneficial. Corrected gears are one of the advanced concept used to solve variety of...