scholarly journals Vector boosting for rotation invariant multi-view face detection

2005 ◽  
Author(s):  
Chang Huang ◽  
Haizhou Ai ◽  
Yuan Li ◽  
Shihong Lao
Keyword(s):  
Face Detection ◽  
Rotation Invariant ◽  
Vector Boosting

Rotation Invariant Neural Network-Based Face Detection

1997 ◽  
Author(s):  
Henry A. Rowley ◽  
Shumeet Baluja ◽  
Takeo Kanade
Keyword(s):  
Neural Network ◽  
Face Detection ◽  
Rotation Invariant

scholarly journals SACN: A Novel Rotating Face Detector Based on Architecture Search

Electronics ◽  
2021 ◽  
Vol 10 (5) ◽  
pp. 558
Author(s):  
Anping Song ◽  
Xiaokang Xu ◽  
Xinyi Zhai
Keyword(s):  
Face Detection ◽  
Human Face ◽  
Angle Error ◽  
Rotation Invariant ◽  
Convolutional Network ◽  
Data Set ◽  
Practical Applications ◽  
Model Size ◽  
Average Angle ◽  
Face Detector

Rotation-Invariant Face Detection (RIPD) has been widely used in practical applications; however, the problem of the adjusting of the rotation-in-plane (RIP) angle of the human face still remains. Recently, several methods based on neural networks have been proposed to solve the RIP angle problem. However, these methods have various limitations, including low detecting speed, model size, and detecting accuracy. To solve the aforementioned problems, we propose a new network, called the Searching Architecture Calibration Network (SACN), which utilizes architecture search, fully convolutional network (FCN) and bounding box center cluster (CC). SACN was tested on the challenging Multi-Oriented Face Detection Data Set and Benchmark (MOFDDB) and achieved a higher detecting accuracy and almost the same speed as existing detectors. Moreover, the average angle error is optimized from the current 12.6° to 10.5°.

High-Performance Rotation Invariant Multiview Face Detection

2007 ◽  
Vol 29 (4) ◽  
pp. 671-686 ◽  
Author(s):  
Chang Huang ◽  
Haizhou Ai ◽  
Yuan Li ◽  
Shihong Lao
Keyword(s):  
Face Detection ◽  
High Performance ◽  
Rotation Invariant

scholarly journals Rotation Invariant Multiple Face-detection Architecture for Smart TV

IERI Procedia ◽  
2014 ◽  
Vol 6 ◽  
pp. 33-38
Author(s):  
Jeahoon Choi ◽  
Seong Joon Yoo ◽  
Sung Wook Baik ◽  
Ho Chul Shin ◽  
Dongil Han
Keyword(s):  
Face Detection ◽  
Rotation Invariant ◽  
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