Structural analysis of stereograms for CNN depth detection

@article{citeulike:2719200, abstract = {The usefulness of combining stereogram techniques with cellular neural network (CNN) analogic procedures in stereo depth extraction has been demonstrated before. Due to the local processing philosophy in the CNN paradigm, the detailed and well-established knowledge of local stereogram properties is of high importance. The paper gives an algorithmic definition for synthetic stereograms; a means for structural analysis of different types of random stereograms. In order to confine the generally propagating effect of three-dimensional (3-D) surface features into a restricted neighborhood in a stereogram, the concept of difference stereograms and the related difference surface is introduced for coding local surface variations into stereograms. The difference stereogram with its local structure, is especially suitable for CNN processing, and it is closely connected to the pattern projection technique of depth extraction}, author = {Radvanyi, A. G. }, booktitle = {Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on [see also Circuits and Systems I: Regular Papers, IEEE Transactions on]}, citeulike-article-id = {2719200}, doi = {10.1109/81.747192}, journal = {Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on [see also Circuits and Systems I: Regular Papers, IEEE Transactions on]}, keywords = {1999, image, vision}, number = {2}, pages = {239--252}, posted-at = {2008-04-25 19:27:16}, priority = {2}, title = {Structural analysis of stereograms for CNN depth detection}, url = {http://dx.doi.org/10.1109/81.747192}, volume = {46}, year = {1999} }

TY - JOUR ID - citeulike:2719200 L3 - citeulike-article-id:2719200 TI - Structural analysis of stereograms for CNN depth detection T2 - Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on [see also Circuits and Systems I: Regular Papers, IEEE Transactions on] JF - Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on [see also Circuits and Systems I: Regular Papers, IEEE Transactions on] VL - 46 IS - 2 SP - 239 EP - 252 N2 - The usefulness of combining stereogram techniques with cellular neural network (CNN) analogic procedures in stereo depth extraction has been demonstrated before. Due to the local processing philosophy in the CNN paradigm, the detailed and well-established knowledge of local stereogram properties is of high importance. The paper gives an algorithmic definition for synthetic stereograms; a means for structural analysis of different types of random stereograms. In order to confine the generally propagating effect of three-dimensional (3-D) surface features into a restricted neighborhood in a stereogram, the concept of difference stereograms and the related difference surface is introduced for coding local surface variations into stereograms. The difference stereogram with its local structure, is especially suitable for CNN processing, and it is closely connected to the pattern projection technique of depth extraction KW - 1999 KW - image KW - vision AU - Radvanyi, AG PY - 1999/// UR - http://dx.doi.org/10.1109/81.747192 ER -