www-ai.cs.tu-dortmund.de/de/PERSONAL/MORIK/papers/pdf/Realization_of_Random_Forest_for_Real_Time_Evaluation_through_Tree_Framing.pdf
Realization of Random Forest for Real-Time Evaluation through Tree Framing
t r e e [ ] = {{0 , 0 , 0 , 8 1 9 1 , 1 , 2} ,{0 , 0 , 1 , 2 0 4 8 , 3 , 4} , . . ]} bool p r e d i c t ( s h o r t c o n s t x [ 3 ] ) {
unsigned i n t i = 0 ; whi le ( ! t r e e [ i ] . i s L e a f ) [...] tion on Intel for tree
depths from 1− 20.
0 5 10 15 20
1
2
3
4
5 StandardNativeTree OptimizedNativeTree
StandardIfTree OptimizedIfTree
Fig. 3: Average speed-up factor for real-time execution com-
pared [...] A. Fossati, and L. J. V. Gool, “Random forests for real time 3d face analysis,” International Journal of Computer Vision, vol. 101, no. 3, pp. 437–458, 2013.
[10] F. Saki, A. Sehgal, I. M. S. Panahi, …