Title :
A high-resolution image acquisition method with defect-pixel recovery for solid-state image sensors
Author :
Komatsu, Takashi ; Saito, Takahira
Author_Institution :
Dept. of Electr. Eng., Kanagawa Univ., Yokohama, Japan
Abstract :
For super-high-resolution image acquisition beyond HDTV, a CMOS image sensor is the most promising. At present, a CMOS image sensor with spatial resolution of 3K×4K and temporal resolution of 30 fps is being developed. The serious problem in fabricating such a super-high-resolution CMOS image sensor is a tremendously low yield rate, which is caused by occurrence of defect pixels. If defect pixels are recovered by some post-processing, we can improve the yield rate dramatically. From this point of view, we propose a new high-resolution image acquisition method which makes it possible to utilize a CMOS image sensor having many defect pixels. Our method deliberately takes a defocused image using an image sensor having defect pixels, applies a certain image recovery algorithm to it, and thus produces its focused and repaired version. We study the frequency response of our method using one-dimensionally sinusoidally changing chart images, and perform some experimental simulations on real images
Keywords :
CMOS image sensors; frequency response; image resolution; image restoration; CMOS image sensor; HDTV; defect pixels; defocused image; frequency response; image recovery algorithm; one-dimensionally sinusoidally changing chart images; post-processing; spatial resolution; super high resolution image acquisition; temporal resolution; yield rate; CMOS image sensors; CMOS technology; Capacitance; HDTV; Image resolution; Image sensors; Motion pictures; Pixel; Solid state circuits; Spatial resolution;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.958678