TY - GEN
T1 - Anisotropic diffusion with edge projection
AU - Qiao, Gang
AU - Zhang, Wei
AU - Kamata, Sei Ichiro
PY - 2011/12/1
Y1 - 2011/12/1
N2 - In image processing, anisotropic diffusion provides a forward method to remove noise while preserving edges accurate and sharp. However, due to the inappropriate edge estimation by gradient, some isolated noise points still exist and edge location is inaccurate. In this representation, isolated noise points and edges are distinguished by the significant difference of their "lengths", which are computed by orthogonally projecting their pixels to the corresponding normalized gradient directions and recording the number of the same projections. Combining gradient and "length" to estimate edges, isolated noise points are further suppressed while edges are re-located and enhanced.
AB - In image processing, anisotropic diffusion provides a forward method to remove noise while preserving edges accurate and sharp. However, due to the inappropriate edge estimation by gradient, some isolated noise points still exist and edge location is inaccurate. In this representation, isolated noise points and edges are distinguished by the significant difference of their "lengths", which are computed by orthogonally projecting their pixels to the corresponding normalized gradient directions and recording the number of the same projections. Combining gradient and "length" to estimate edges, isolated noise points are further suppressed while edges are re-located and enhanced.
KW - Kirsch operator
KW - anisotropic diffusion
KW - noise smoothing while edge preserving
KW - orthogonal projection
UR - http://www.scopus.com/inward/record.url?scp=84862928615&partnerID=8YFLogxK
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U2 - 10.1109/CISP.2011.6100326
DO - 10.1109/CISP.2011.6100326
M3 - Conference contribution
AN - SCOPUS:84862928615
SN - 9781424493067
T3 - Proceedings - 4th International Congress on Image and Signal Processing, CISP 2011
SP - 665
EP - 667
BT - Proceedings - 4th International Congress on Image and Signal Processing, CISP 2011
T2 - 4th International Congress on Image and Signal Processing, CISP 2011
Y2 - 15 October 2011 through 17 October 2011
ER -