Research Article

Building Recognition on Subregion’s Multiscale Gist Feature Extraction and Corresponding Columns Information Based Dimensionality Reduction

Table 1

Recognition accuracy on the subset of Sheffield buildings database of different gist feature extraction model and different dimensional reduction algorithms. The numbers in parentheses indicate the corresponding feature dimensions which give the best results after dimensionality reduction.


Siagian&Itti’s model + LPP
SM-gist + LPP
SM-gist + CCIG-LPP