Determining camera response functions from comparagrams of images with their raw datafile counterparts

Many digital cameras now have an option of raw data output. We first show, by way of superposigrams, that this raw data output is quantimetrically (i.e. in terms of the camera's response to light) linear, in the case of the Nikon D2H digital SLR camera. Next, we perform comparametric analysis on compressed images together with their corresponding raw data images in order to determine the camera's response function.

[1]  Emanuele Trucco,et al.  Introductory techniques for 3-D computer vision , 1998 .

[2]  Charles A. Poynton,et al.  A technical introduction to digital video , 1996 .

[3]  Jr. Thomas G. Stockham,et al.  Image processing in the context of a visual model , 1972 .

[4]  Frank M. Candocia A least squares approach for the joint domain and range registration of images , 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[5]  Steve Mann,et al.  Comparametric equations with practical applications in quantigraphic image processing , 2000, IEEE Trans. Image Process..

[6]  Steve Mann,et al.  Quantigraphic Imaging: Estimating the camera response and exposures from differently exposed images , 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

[7]  Steve Mann Intelligent Image Processing , 2001 .

[8]  Steve Mann,et al.  Camera response function recovery from different illuminations of identical subject matter , 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..