Dictionary learning in stereo imaging

This paper presents a new method for learning overcomplete d ic ionaries adapted to efficient joint representation of st ereo images. We first formulate a sparse stereo image model where t multi-view correlation is described by local geometric t ansforms of dictionary atoms in two stereo views. A maximum-likeliho od method for learning stereo dictionaries… (More)