Title :
Low-light imaging method with visible-band and wide-band image pair
Author :
Yoo, Youngjin ; Choe, Wonhee ; Kwon, Jaehyun ; Park, Sungchan ; Lee, SeongDeok ; Kim, Chang-Yong
Author_Institution :
Multimedia Lab., Samsung Adv. Inst. of Technol. (SAIT), Yongin, South Korea
Abstract :
Images captured from digital camera suffer noise due to high sensor gain under dark conditions. Furthermore, camera-shake is unavoidable when exposure time is long enough to have desirable SNR. This paper presents an image capturing method that enhances image quality in low-light environments by fusing visible-band (400 ~ 700 nm) image and wide-band (400 ~ 1000 nm) image. Wide-band image has lower noise, richer detail and a monotonic color. Visible-band image has higher noise, poorer detail and a trichromatic color. We describe how the advantages of these images are exploited to create new image that is of higher quality. Experiments demonstrate that the proposed method significantly improves quality of images under low illumination conditions.
Keywords :
image colour analysis; image enhancement; image fusion; image restoration; camera shake; image capturing method; image fusion; image quality enhancement; low-light imaging method; monotonic color; trichromatic color; visible-band image; wide-band image; Colored noise; Digital cameras; Image quality; Image sensors; Low-frequency noise; Noise level; Noise shaping; Optical imaging; Wideband; Working environment noise; image restoration; low-light imaging; noise reduction; sharpening;
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2009.5414192