Title :
CLAIRVOYANCE: A Fast And Robust Precision Mosaicing System for Gigapixel Images
Author :
Nielsen, Frank ; Yamashita, Noriyuki
Author_Institution :
Fundamental Res. Lab., Sony Comput. Sci. Lab. Inc., Tokyo
Abstract :
In this paper, we present CLAIRVOYANCE: a fully automatic photomosaicing system for building ultra high-resolution composited images from image sequences captured by tailored in-house motorized active pan-tilt digital camera units. Our stand-alone mobile systems built over the past five years are computationally fast, robust to various datasets and deliver unprecedented consumer-level image quality. We describe our simple yet novel lens calibration and radiometric correction procedures based on a fast block matching algorithm. All of our core image stitching components are based on the 2D Fourier phase correlation principle, and are thus easily amenable to hardware LSI implementation. We validate our approach by presenting sharp photomosaics obtained from a few hundreds up to a few thousands data sets of images
Keywords :
Fourier analysis; image matching; image resolution; image segmentation; image sensors; image sequences; 2D Fourier phase correlation principle; automatic photomosaicing system; block matching algorithm; consumer-level image quality; core image stitching components; gigapixel image precision mosaicing system; image sequences; lens calibration; pan-tilt digital camera units; radiometric correction procedures; ultrahigh-resolution composited images; Calibration; Digital cameras; Hardware; Image quality; Image sequences; Large scale integration; Lenses; Mobile computing; Radiometry; Robustness;
Conference_Titel :
IEEE Industrial Electronics, IECON 2006 - 32nd Annual Conference on
Conference_Location :
Paris
Print_ISBN :
1-4244-0390-1
DOI :
10.1109/IECON.2006.347546