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An Efficient Image Enlargement Method for Image Sensors of Mobile in Embedded Systems
Joint Authors
Hua, Hua
Yang, Xiaomin
Yan, Binyu
Zhou, Kai
Lu, Wei
Source
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-04-14
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
Main challenges for image enlargement methods in embedded systems come from the requirements of good performance, low computational cost, and low memory usage.
This paper proposes an efficient image enlargement method which can meet these requirements in embedded system.
Firstly, to improve the performance of enlargement methods, this method extracts different kind of features for different morphologies with different approaches.
Then, various dictionaries based on different kind of features are learned, which represent the image in a more efficient manner.
Secondly, to accelerate the enlargement speed and reduce the memory usage, this method divides the atoms of each dictionary into several clusters.
For each cluster, separate projection matrix is calculated.
This method reformulates the problem as a least squares regression.
The high-resolution (HR) images can be reconstructed based on a few projection matrixes.
Numerous experiment results show that this method has advantages such as being efficient and real-time and having less memory cost.
These advantages make this method easy to implement in mobile embedded system.
American Psychological Association (APA)
Hua, Hua& Yang, Xiaomin& Yan, Binyu& Zhou, Kai& Lu, Wei. 2016. An Efficient Image Enlargement Method for Image Sensors of Mobile in Embedded Systems. Journal of Sensors،Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1110554
Modern Language Association (MLA)
Hua, Hua…[et al.]. An Efficient Image Enlargement Method for Image Sensors of Mobile in Embedded Systems. Journal of Sensors No. 2016 (2016), pp.1-12.
https://search.emarefa.net/detail/BIM-1110554
American Medical Association (AMA)
Hua, Hua& Yang, Xiaomin& Yan, Binyu& Zhou, Kai& Lu, Wei. An Efficient Image Enlargement Method for Image Sensors of Mobile in Embedded Systems. Journal of Sensors. 2016. Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1110554
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1110554