Title :
Super Resolution of Video with Sharpened Edges Using Multiple Frames -- A Novel Approach
Author :
Pais, Alwyn Roshan ; D´Souza, John ; Reddy, G. Ram Mohan ; Patil, Sandeep B.
Author_Institution :
Dept. of Comput. Eng., Nat. Inst. of Technol. Karnataka, Surathkal, India
Abstract :
In most electronic video applications, video with Higher Resolution (HR) are often required. HR video can offer more details that may be critical in various applications like Video Surveillance. Super resolution technique refers to generation of high resolution image from low resolution image by adding some extra information. Super resolution allows us to reduce the need of extra hardware to obtain HR image. This paper proposes a new method for super resolution video generation with sharpened edges using multiple frames. Unique information present in subpixel shifted frames is extracted and used for frequency domain registration process.
Keywords :
image resolution; image segmentation; video signal processing; electronic video application; frequency domain registration; multiple frame; subpixel shifted frame; super resolution video generation; Application software; Data mining; Frequency domain analysis; Histograms; Image edge detection; Image reconstruction; Image resolution; Image segmentation; Spatial resolution; Strontium; Frequency Domain Registration; Super Resolution;
Conference_Titel :
Advances in Recent Technologies in Communication and Computing, 2009. ARTCom '09. International Conference on
Conference_Location :
Kottayam, Kerala
Print_ISBN :
978-1-4244-5104-3
Electronic_ISBN :
978-0-7695-3845-7
DOI :
10.1109/ARTCom.2009.153