Action recognition accuracy with only image features on the validation set is 80.0%, while the action recognition accuracy for the proposed method is 84.4%(see Table 3).
Crimson Skies emphasizes action over accuracy, making it the most fun of any flight combat game I've played since Terminal Velocity.
Ning et al. [1] gives state of art action classification accuracy for HumanEva dataset.
The average action recognition accuracy of the proposed method is better than that in [1].
As a result, action recognition accuracy is not as good as other classes.
Figure 7 The relations between number of temporal steps, number of key poses and action recognition accuracy.
We will show that compared with BOW from only 2D image features, incorporation of weak poses combined with BOP improves action recognition accuracy.
Table 5 Action recognition accuracy of our individually normalizing method for IXMAS dataset using the models learnt from HumanEva dataset compared with the method prosed in [[43]] Accuracy Punch Wave Throw a ball Walk All actions Ind-normal 75.0 75.0 75.075.075.0 [43] 86.8 75.0 82.4 75.0 82.2.
Dangerman - Lasith Malinga: A combination of round-arm action, unerring accuracy - normally yorker length - and speeds in excess of 90mph make Malinga the ultimate 'death' bowler in limited-overs cricket.
This follow-through action improves accuracy and reduces shot-to-shot variation, just as follow-through does for a golfer or a tennis player.
