Digital photography with flash and no-flash image pairs

Digital photography with flash and no-flash image pairs
Georg Petschnigg, Maneesh Agrawala, Hugues Hoppe. Richard Szeliski, Michael Cohen, Kentaro Toyama.
ACM Trans. Graphics (SIGGRAPH), 23(3), 2004.
Combining detail of a flash image with ambient lighting of a non-flash image.
Abstract: Digital photography has made it possible to quickly and easily take a pair of images of low-light environments: one with flash to capture detail and one without flash to capture ambient illumination. We present a variety of applications that analyze and combine the strengths of such flash/no-flash image pairs. Our applications include denoising and detail transfer (to merge the ambient qualities of the no-flash image with the high-frequency flash detail), white-balancing (to change the color tone of the ambient image), continuous flash (to interactively adjust flash intensity), and red-eye removal (to repair artifacts in the flash image). We demonstrate how these applications can synthesize new images that are of higher quality than either of the originals.

Equation (9) in the paper has a typo; it should be “Cp = Ap / Δp”.

I really like the image deblurring work of Yuan et al 2007 which uses a blurred/noisy image pair.

I had earlier worked on Continuous Flash (demo).

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