a study on face system speaker: mine-quan jing national chiao tung university
TRANSCRIPT
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A study on face system
Speaker: Mine-Quan Jing
National Chiao Tung University
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Outline
Application Related techniques
Segmentation Identification Recognition
Progress (目前進展 ) Systems Demo
NTU,NCTU,NTHU,ACADMIA SINICA
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Related techniques – Segmentation How to find the face in a scene
Color Based Change Detector (CD)
Background Subtraction Temporal Difference Hybrid
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Related techniques – Color Based Segmentation
Skin Color & shape (elliptical) are often used in detect and track faces
The disadvantage: Do not work with all kind of skin color
Not robust under varying lighting cond
iction
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Color Based Segmentation— Skin model construction
The original image was taken from http://nn.csie.nctu.edu.tw/face-detection/ppframe.htm
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Color Based Segmentation— Skin model construction
The original image was taken from http://nn.csie.nctu.edu.tw/face-detection/ppframe.htm
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Color Based Segmentation— Skin model construction
Gaussian mixture colour models for face detection.
http://www.dcs.qmul.ac.uk/research/vision/articles/bmvc97/node1.html
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Related techniques – Change Detector a face is almost always moving Disadvantages:
What if there are other object moving in the background.
Four steps for detection1. Frame differencing
2. Thresholding:
3. Noise removal
4. Locate the face
http://ansatte.hig.no/~erikh/papers/hig98_6/node2.html#bevdet
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Related techniques – Change Detector
A typical motion image
Amount of pixels on each line in the motion image
The original images were taken from http://ansatte.hig.no/~erikh/papers/hig98_6/node2.html#bevdet
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The 5th International Conference on Automatic Face and Gesture Recognition will take place 2002 in Washington D.C., USA.