Object-class detection

Algorithm

Composite number

Object detection

Piano

Face (sociological concept)

Computer science

Acoustics

Physics

Pattern recognition (psychology)

Mathematics

Image (mathematics)

Viola

Sociology

Block (permutation group theory)

Face detection

Artificial intelligence

Combinatorics

Facial recognition system

Art history

Viola–Jones object detection framework

Speech recognition

Computer vision

Social science

Viola-Jones' face detection algorithm was jointly proposed by Paul Viola and Michael Jones. Although it realized face real-time detection to some extent, its false detection rate is not low. Because the block features in the Viola-Jones algorithm can't handle purely rigid objects, such as chopsticks and cups, so if there are rigid objects in the face image, Viola-Jones' face detection algorithm is prone to generate false detection of faces. In this paper, we propose to apply the composite features based on Viola-Jones algorithm to improve the above problems, and prove the feasibility of this method through experiments.

Face Detection Based on Viola-Jones Algorithm Applying Composite Features