TY - JOUR
T1 - Multiple Resolution Texture Analysis and Classification
AU - Peleg, Shmuel
AU - Naor, Joseph
AU - Hartley, Ralph
AU - Avnir, David
PY - 1984/7
Y1 - 1984/7
N2 - Textures are classified based on the change in their properties with changing resolution. The area of the gray level surface is mea- sured at serveral resolutions. This area decreases at coarser resolutions since fine details that contribute to the area disappear. Fractal properties of the picture are computed from the rate of this decrease in area, and are used for texture comparison and classification. The relation of a texture picture to its negative, and directional properties, are also discussed.
AB - Textures are classified based on the change in their properties with changing resolution. The area of the gray level surface is mea- sured at serveral resolutions. This area decreases at coarser resolutions since fine details that contribute to the area disappear. Fractal properties of the picture are computed from the rate of this decrease in area, and are used for texture comparison and classification. The relation of a texture picture to its negative, and directional properties, are also discussed.
KW - fractal signature
KW - Fractals
KW - multiresolution methods
KW - texture classification
UR - http://www.scopus.com/inward/record.url?scp=0021455412&partnerID=8YFLogxK
U2 - 10.1109/TPAMI.1984.4767557
DO - 10.1109/TPAMI.1984.4767557
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AN - SCOPUS:0021455412
SN - 0162-8828
VL - PAMI-6
SP - 518
EP - 523
JO - IEEE Transactions on Pattern Analysis and Machine Intelligence
JF - IEEE Transactions on Pattern Analysis and Machine Intelligence
IS - 4
ER -