Title :
Resolution enhancement based on laplacian pyramid
Author :
Moriya, Shotaro ; Yamanaka, Satoshi ; Minami, Koji ; Sugiura, Hiroaki
Author_Institution :
Mitsubishi Electr. Corp., Kyoto, Japan
Abstract :
Increasing pixel resolutions on displays are a current trend of consumer products. Lower resolution images can be input to these kinds of products. In this case, we have to enlarge the input images. Usually, large scale integration (LSI) and an application specified chip (ASIC) for consumer products enlarge input images by linear processes. However a linear process cannot generate a higher frequency component than the Nyquist Frequency of the input image and outputs a blurred image. In this paper, we present an image enlargement method that generates the higher frequency component and is suitable for hardware implementation.
Keywords :
application specific integrated circuits; display instrumentation; image enhancement; image resolution; large scale integration; Laplacian pyramid; Nyquist frequency; application specified chip; blurred image; consumer products; display pixel resolutions; higher frequency component; image enlargement; large scale integration; linear processes; lower resolution images; resolution enhancement; Consumer products; Equations; Filtering; Image edge detection; Image resolution; Laplace equations; Pixel; Zoom, Laplacian pyramid, resolution, Nyquist frequency;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2010.5606333