Face Detection Based on SVMs and Decision Fusion
Zhu Shan-an · Bulletin of Science and Technology · 2006
In this paper,a face detection method based different SVMs and decision fusion is proposed.C-SVM and OCSVM(One-Class SVM) are used as classifiers to search the whole picture respectively.Then fusion decision is adopted to get the final results of face detection.To test our algorithm's performance,a series of experiments were performed on MIT+CUM image databases.The results show that the proposed method has encouraging performance.