TY - GEN
T1 - Locally invariant texture analysis from the topographic map
AU - Xia, Gui Song
AU - Delon, Julie
AU - Gousseau, Yann
PY - 2008/12/1
Y1 - 2008/12/1
N2 - In this paper, we present a set of texture features that are locally invariant to similarity or affinity. The proposed indexing scheme relies on the topographic map, a shape-based representation of images. Thanks to the hierarchical organization of the topographic map, the approach gives a grip on the multi-scale structure of textures. Using simple one dimensional histograms, the method is shown to achieve state-of-the-art performances among locally invariant methods, both on the whole Brodatz and UIUC databases.
AB - In this paper, we present a set of texture features that are locally invariant to similarity or affinity. The proposed indexing scheme relies on the topographic map, a shape-based representation of images. Thanks to the hierarchical organization of the topographic map, the approach gives a grip on the multi-scale structure of textures. Using simple one dimensional histograms, the method is shown to achieve state-of-the-art performances among locally invariant methods, both on the whole Brodatz and UIUC databases.
M3 - Conference contribution
AN - SCOPUS:77951255174
SN - 9781424421756
T3 - Proceedings - International Conference on Pattern Recognition
BT - 2008 19th International Conference on Pattern Recognition, ICPR 2008
T2 - 2008 19th International Conference on Pattern Recognition, ICPR 2008
Y2 - 8 December 2008 through 11 December 2008
ER -