EE5731 Lecture 2

9/19/2023 Computer Vision

# Viola Jones Face Detection

# Workflow of the algorithm

  1. Feature extraction

    1.1 Integral Image

  2. Classification: AdaBoost

  3. Testing: Cascading

# Feature Extraction

input:
    N * image, mask
output:
    descriptors

5 types of Haar-like feature, 3 categories

# Accelerate the computing of the image