Computational Intelligence and Neuroscience / 2016 / Article / Tab 3

Research Article

Histogram of Oriented Gradient Based Gist Feature for Building Recognition

Table 3

Mean recognition accuracy of Siagian & Itti’s gist + PCA and HOG-gist + PCA. The numbers in parentheses indicate the corresponding feature dimensions which give the best results after dimensionality reduction.

Siagian & Itti’s gist + PCA81.82 (54)82.33 (46)83.10 (35)84.62 (54)85.25 (71)87.40 (77)90.17 (73)
SM-gist + PCA81.96 (42)85.34 (29)87.48 (31)89.30 (62)90.03 (66)91.82 (69)92.28 (72)

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