In order to achieve a balance between speed and accuracy, we propose a novel MPL-Boosted cascade of weak FIK-SVM classifiers. Our method achieves high recall ...
We address the problem of pedestrian detection in still images. Current pedestrian detection systems are hard to improve both speed and accuracy ...
The weak classifiers we use are the separating hyper-plane computed by using a FIK-SVM. We use MPL-Boost to select features from a large set of possible blocks.
Finally, MPL-Boost method selects the best weak classifiers suited for detection and construct the rejector-based cascade detector. We provide a thorough ...
Fast accurate pedestrian detection using a MPL-Boosted cascade of weak FIK-SVM classifiers. 作者 Wang, Junqiang|Ma, Huadong|Ming, Anlong|. 成果类型 会议论文.
Fast accurate pedestrian detection using a MPL-Boosted cascade of weak FIK-SVM classifiers pp. 1-6. Coarse-to-fine temporal optimization for video ...
In its original form, the AdaBoost learning algorithm is used to boost the clas- sification performance of a simple (sometimes called weak) learning algorithm.
Missing: pedestrian MPL- FIK-
People also ask
What is a pedestrian detection system?
What is pedestrian detection in computer vision?
Fast accurate pedestrian detection using a MPL-Boosted cascade of weak FIK-SVM classifiers. Junqiang Wang, Huadong Ma, Anlong Ming. 2011, IEEE International ...
Pedestrian Detection with Geometric Context from a Single Image · Fast Accurate Pedestrian Detection using a MPL-Boosted Cascade of Weak FIK-SVM Classifiers.
It is well known that the choice of weak classifiers is vital to the classification accuracy of boosting techniques. ... Number of weak classifiers in different ...
Missing: MPL- FIK-