%0 Journal Article %1 56205 %A Perona, P. %A Malik, J. %D 1990 %J Pattern Analysis and Machine Intelligence, IEEE Transactions on %K denoising filtering image_processing noise %N 7 %P 629-639 %R 10.1109/34.56205 %T Scale-space and edge detection using anisotropic diffusion %U http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=56205&tag=1 %V 12 %X A new definition of scale-space is suggested, and a class of algorithms used to realize a diffusion process is introduced. The diffusion coefficient is chosen to vary spatially in such a way as to encourage intraregion smoothing rather than interregion smoothing. It is shown that the `no new maxima should be generated at coarse scales' property of conventional scale space is preserved. As the region boundaries in the approach remain sharp, a high-quality edge detector which successfully exploits global information is obtained. Experimental results are shown on a number of images. Parallel hardware implementations are made feasible because the algorithm involves elementary, local operations replicated over the image

@article{56205, abstract = {A new definition of scale-space is suggested, and a class of algorithms used to realize a diffusion process is introduced. The diffusion coefficient is chosen to vary spatially in such a way as to encourage intraregion smoothing rather than interregion smoothing. It is shown that the `no new maxima should be generated at coarse scales' property of conventional scale space is preserved. As the region boundaries in the approach remain sharp, a high-quality edge detector which successfully exploits global information is obtained. Experimental results are shown on a number of images. Parallel hardware implementations are made feasible because the algorithm involves elementary, local operations replicated over the image}, added-at = {2014-07-23T13:40:50.000+0200}, author = {Perona, P. and Malik, J.}, biburl = {https://www.bibsonomy.org/bibtex/2b9736e11f6cfec4e7ec51ea4639cdfd0/alex_ruff}, description = {IEEE Xplore Abstract - Scale-space and edge detection using anisotropic diffusion}, doi = {10.1109/34.56205}, interhash = {ccc01fdfeeaf9f0f496dfe5fe038bc11}, intrahash = {b9736e11f6cfec4e7ec51ea4639cdfd0}, issn = {0162-8828}, journal = {Pattern Analysis and Machine Intelligence, IEEE Transactions on}, keywords = {denoising filtering image_processing noise}, month = jul, number = 7, pages = {629-639}, timestamp = {2014-07-23T13:40:50.000+0200}, title = {Scale-space and edge detection using anisotropic diffusion}, url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=56205&tag=1}, volume = 12, year = 1990 }