Title :
Restoration of image burnout in 3D-stereoscopic media using inter-view gradient interpolation
Author :
Corrigan, David ; Pitie, Francois ; Kokaram, Anil
Author_Institution :
Dept. of Electr. & Electron. Eng., Trinity Coll. Dublin, Dublin, Ireland
fDate :
Aug. 29 2011-Sept. 2 2011
Abstract :
Correcting colour imbalances between stereo views is a major task in the production of high quality 3D stereoscopic content. This paper addresses extreme cases of colour imbalance where the intensity range of one view exceeds the valid range causing image burnout in the degraded view. We propose a comprehensive framework for restoring the degraded view by using the other well-exposed view to interpolate both colour and texture information. The texture copy is done in the gradient domain by solving the Poisson equation and using the disparity map to guide the interpolation. We also propose a method of detecting burnout inspired by a technique for detecting poorly exposed regions in image stills. Our results show that it is possible to get a good restoration in stereo pairs with a significant degree of image burnout.
Keywords :
Poisson equation; gradient methods; image colour analysis; image restoration; image texture; interpolation; stereo image processing; 3D stereoscopic media; Poisson equation; colour imbalance correction; colour information; gradient domain; high quality 3D stereoscopic content; image burnout restoration; image stills; interview gradient interpolation; texture copy; texture information; Cameras; Estimation; Image color analysis; Image reconstruction; Image restoration; Interpolation; Measurement;
Conference_Titel :
Signal Processing Conference, 2011 19th European
Conference_Location :
Barcelona