基于支持向量机的目标检测算法综述_郭明玮1

(Department of Automation，University of Science and Technology of China，Hefei 230027，China．Correspondent:

CHEN Zong-hai，E-mail：[email protected])

videos, and many studies simplify the object detection as a binary classification problem. For the reason that the support

vector machine(SVM) can solve the pattern recognition problem well, especially the binary classification problem, how to

use the SVM in computer vision becomes a hot point of many researchers. The status of object detection methods based on

SVM is reviewed by introducing the concept and theory of SVM, the building of object feature model, training process and

location of detection box. Finally, the future work of object detection methods based on SVM is discussed.

Key words: SVM；object detection；deformable part models；object feature model；training