Paper Info
Title
Image enhancement with outlier detection.
Abstract
In this study, a new method is proposed to achieve a high resolution (HR) image from low resolution (LR) video frames, which include camera motions as well as local motions. The best matching block in the motion estimation is obtained by using the variable size block matching (VSBM) algorithm. Furthermore, before merging the pixels, the outlier pixels were cleaned using statistical outlier detection method. Peak-signal-to-noise ratio (PSNR) and structural similarity index measurement (SSIM) were used to compare the experimental results of the proposed method.
Year
Venue
Keywords
2017
Signal Processing and Communications Applications Conference
image enhancement,outlier detection,variable size block matching
Field
DocType
ISSN
Anomaly detection,Computer vision,Pattern recognition,Computer science,Outlier,Pixel,Artificial intelligence,Motion estimation,Merge (version control),Image resolution
Conference
2165-0608
Citations 
PageRank 
References 
0
0.34
12
Authors
3
Name
Order
Citations
PageRank
Yildiray Anagün101.01
Nihat Adar212.04
Erol Seke324.43