Computational Intelligence and Neuroscience / 2016 / Article / Tab 1

Research Article

Histogram of Oriented Gradient Based Gist Feature for Building Recognition

Table 1

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


Siagian & Itti’s gist + LPP 76.99 (70) 79.63 (80) 81.25 (85) 84.73 (90) 86.55 (95) 87.13 (97) 89.27 (98)
SM-gist + LPP 79.82 (65) 84.70 (69) 87.32 (79) 89.85 (64) 89.84 (36) 91.36 (57) 91.65 (63)

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