DocumentCode
3357021
Title
Enhancing low light images using near infrared flash images
Author
Zhuo, Shaojie ; Zhang, Xiaopeng ; Miao, Xiaoping ; Sim, Terence
Author_Institution
Sch. of Comput. Comput. Sci., Nat. Univ. of Singapore, Singapore, Singapore
fYear
2010
fDate
26-29 Sept. 2010
Firstpage
2537
Lastpage
2540
Abstract
In low light environment, photographs taken with a high ISO setting suffer from significant noise. In this paper, we propose to use a near infrared (NIR) flash image, instead of a normal visible flash image, to enhance its corresponding noisy visible image. We build a hybrid camera system to take an visible image and its NIR counterpart simultaneously. We introduce a new method to denoise an visible image and enhance its details using its corresponding NIR flash image. Experimental results show the superiority of our method compared with previous image denoising and detail enhancement methods.
Keywords
cameras; image denoising; image enhancement; photography; ISO setting; detail enhancement; hybrid camera system; image denoising; image enhancement; low light images; near infrared flash images; noisy visible image; Ash; Cameras; Image color analysis; Image edge detection; Noise; Photography; Smoothing methods; Computational photography; detail enhancement; image denoising; near infrared photography;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location
Hong Kong
ISSN
1522-4880
Print_ISBN
978-1-4244-7992-4
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2010.5652900
Filename
5652900
Link To Document