Computational Intelligence and Neuroscience / 2016 / Article / Tab 4

Research Article

Histogram of Oriented Gradient Based Gist Feature for Building Recognition

Table 4

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


Siagian & Itti’s gist + MFA80.52 (47)84.50 (47)86.84 (62)88.83 (63)90.30 (76)91.19 (78)92.20 (79)
SM-gist + MFA82.41 (48)86.29 (46)88.72 (41)91.25 (58)92.83 (64)93.65 (37)94.41 (66)

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