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NIPS
2003
13 years 5 months ago
Learning a Rare Event Detection Cascade by Direct Feature Selection
Face detection is a canonical example of a rare event detection problem, in which target patterns occur with much lower frequency than nontargets. Out of millions of face-sized wi...
Jianxin Wu, James M. Rehg, Matthew D. Mullin
WSCG
2004
487views more  WSCG 2004»
13 years 5 months ago
Visitor Identification - Elaborating Real Time Face Recognition System
In this paper requirements and conditions for the visitor identification system are outlined and an example system is proposed. Two main subsystems: face detection and face recogn...
Georgy Kukharev, Adam Nowosielski
NIPS
2001
13 years 5 months ago
Fast and Robust Classification using Asymmetric AdaBoost and a Detector Cascade
This paper develops a new approach for extremely fast detection in domains where the distribution of positive and negative examples is highly skewed (e.g. face detection or databa...
Paul A. Viola, Michael J. Jones
ECCV
2006
Springer
13 years 5 months ago
Robust Face Alignment Based on Hierarchical Classifier Network
Abstract. Robust face alignment is crucial for many face processing applications. As face detection only gives a rough estimation of face region, one important problem is how to al...
Li Zhang, Haizhou Ai, Shihong Lao
ICMI
2000
Springer
172views Biometrics» more  ICMI 2000»
13 years 7 months ago
Combining Skin Color Model and Neural Network for Rotation Invariant Face Detection
Face detection is a key problem in human-computer interaction. In this paper, we present an algorithm for rotation invariant face detection in color images of cluttered scenes. It ...
Hongming Zhang, Debin Zhao, Wen Gao, Xilin Chen
FGR
2004
IEEE
132views Biometrics» more  FGR 2004»
13 years 7 months ago
Expand Training Set for Face Detection by GA Re-sampling
Data collection for both training and testing a classifier is a tedious but essential step towards face detection and recognition. All of the statistical methods suffer from this ...
Jie Chen, Xilin Chen, Wen Gao
CLEAR
2006
Springer
196views Biometrics» more  CLEAR 2006»
13 years 7 months ago
PittPatt Face Detection and Tracking for the CLEAR 2006 Evaluation
Abstract. This paper describes Pittsburgh Pattern Recognition's participation in the face detection and tracking tasks for the CLEAR 2006 evaluation. We first give a system ov...
Michael C. Nechyba, Henry Schneiderman
CIVR
2006
Springer
121views Image Analysis» more  CIVR 2006»
13 years 7 months ago
Finding Faces in Gray Scale Images Using Locally Linear Embeddings
The problem of face detection remains challenging because faces are non-rigid objects that have a high degree of variability with respect to head rotation, illumination, facial exp...
Samuel Kadoury, Martin D. Levine
CGI
2006
IEEE
13 years 7 months ago
Shape Matching Based on Fully Automatic Face Detection on Triangular Meshes
This paper tackles a particular shape matching problem: given a data base of shapes (described as triangular meshes), we search for all shapes which describe a human. We do so by a...
Wolfram von Funck, Holger Theisel, Hans-Peter Seid...
FGR
1996
IEEE
141views Biometrics» more  FGR 1996»
13 years 7 months ago
Detection of human faces under scale, orientation and viewpoint variations
Many current human face detection algorithmsmake implicit assumptions about the scale, orientation or viewpoint of faces in an image and exploit these constraints to detect and lo...
Kin Choong Yow, Roberto Cipolla