Title :
A novel technique for non-overlapping image mosaicing based on pyramid method
Author :
Pandey, Ashutosh ; Pati, Umesh C.
Author_Institution :
Dept. of Electron. & Commun. Eng., Nat. Inst. of Technol., Rourkela, India
Abstract :
Image mosaicing has been used in various arenas of image engineering. The main purpose of this research work is to develop a novel blending algorithm for mosaicing of two non-overlapping images with minimum distortion and no visible seam. In the proposed method, images are mosaiced using the pyramid technique and Savitzky-Golay filter is used for smoothing the seam between the images in the generated mosaic. Savitzky-Golay filter, is based on the least square fitting of polynomial functions of image intensities. It effectively reduces the noise and preserves the image information content resulting in a visually pleasing mosaiced image. The results and comparative analysis show the effectiveness of the proposed method.
Keywords :
distortion; filtering theory; image denoising; image segmentation; polynomials; Savitzky-Golay filter; blending algorithm; image engineering; image information content preservation; least square fitting; minimum distortion; noise reduction; nonoverlapping image mosaicing; polynomial functions; pyramid method; pyramid technique; Band-pass filters; Filtering algorithms; Image resolution; Information filters; Quality assessment; Smoothing methods; Image blending; Savitzky-Golay filter; mosaicing; pyramid algorithm;
Conference_Titel :
India Conference (INDICON), 2013 Annual IEEE
Conference_Location :
Mumbai
Print_ISBN :
978-1-4799-2274-1
DOI :
10.1109/INDCON.2013.6726136