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
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;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5652900