How can i detect nose region in an image

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Lidank Abiel 2013-6-18

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编辑： Andile Gumede 2016-9-7

I am working on face recognition. I want to know how can i localize nose region in an image. thanks in advance

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Answer 1

Image Analyst 2013-6-19

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I'm sure you'll find a paper on that here: http://iris.usc.edu/Vision-Notes/bibliography/contentspeople.html#Face%20Recognition,%20Detection,%20Tracking,%20Gesture%20Recognition,%20Fingerprints,%20Biometrics.

The Computer Vision System Toolbox also has a face detection algorithm so maybe that will help you to get an approximate location. As you know the nose does not have a precise location. Where the nose starts and stops (its boundaries) is a judgment call. You can't pin it down to the nearest pixel, not even the tip of the nose.

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Lidank Abiel 2013-6-20

thank you sir

Anand 2013-6-21

Use the classification model for the nose from the vision.CascadeObjectDetector.

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Answer 2

Andile Gumede 2016-9-7

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编辑：Andile Gumede 2016-9-7

在 MATLAB Online 中打开

You can use the cascade object detector that uses the Viola-Jones algorithm to detect people's faces, noses, eyes, mouth, or upper body. Here is a sample code below.

if true
%%nose detector
mouthDetector = vision.CascadeObjectDetector('Nose')
bbNose = step(mouthDetector, I)
INose = I(bbNose(1, 2):bbNose(1,2) +... 
bbNose(1, 4),bbNose(1, 1):bbNose(1, 1) + bbNose(1,3));
cropedNose = insertObjectAnnotation(INose,'rectangle',bbNose,'nose');
figure, imshow(cropedNose);