Deep Convolutional Neural Network in Deformable Part Model for Face Detection

• Main Author: Nguyen, Dinh Luan
• Other Authors: Advanced Technologies for IoT Applications
• Format: Article
• Language: English
• Published: 2019
• Online Access: http://repository.vnu.edu.vn/handle/VNU_123/67090
• Institution: Vietnam National University, Hanoi

Deformable Part Models (DPM) [1] and Convolutional Neural Network (CNN) are state-of-the-art approaches in object detection. While DPM makes use of the general structure between parts and root models, CNN uses all information of input to create meaningful features. These two...