Questions tagged [face-detection]
The face-detection tag has no usage guidance.
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On Human (Face) Detection
There are many face detection and recognition algorithms and APIs out there; however, most of them can produce same results for paintings and avatars as for human face. So, is there any specific ...
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How to resize a Summed Area Table/Integral Image?
There is very clear explanation on how a Summed Area Table/Integral Image works here:
https://uk.mathworks.com/help/vision/ref/integralimage.html
How to you scale this SAT/Integral Image?
For ...
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Pose Invariant Face Detection and Recognition
I would like to detect faces and later apply recognition algorithms to surveillance videos. Ideally, the application should run in real-time (or near real-time) and transfer the data first to an ...
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How to implement Viola-Jones algorithm in Matlab?
I am new in Image Processing and I want to implement Viola-Jones algorithm along with Haar Features for face detection in Matlab. Is there any proper documentation for this?
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Image preprocessing for facial detection->embedding->clustering pipeline
I am trying to implement an end to end pipeline for facial clustering so that it can group people with the same faces. This will be quote a long post as I know that this is a very broad topic, so I ...
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How can I track detected objects from frame to frame
I want to track people's faces in a video stream (like a security camera), but I am running into a problem. I was using a Haar classifier to find the faces and sending the detected faces to a system ...
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How does viola jones algorithm cope up with a test image size which is very different to training image sizes?
To my understanding Viola jones algorithm is a combination of weak classifiers built on training imageset. Lets say we have training images of 24x24 and algorithm selected 100 haar features and built ...
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Face detection in videos [closed]
I have to detect faces in videos using machine learning methods like SVM,
I have to build it from scratch not using any inbuilt face detectors.My time limit is like 15hours from now.Can I get any ...
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Face Classification. Is it OK to only use geometric features?
I am trying to teach myself the basics of facial recognition. I see that some resources use just distances between some points on the face (e.g., distance between 2 eyes, eyes to nose, etc). Some ...
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Summed-area table vs Integral image?
I have been going through few research papers around face recognition and I came across two texture extraction algorithms :
Summed-area table by Crow et al. ("Summed-area tables for texture mapping",...
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Face Recognition: Simplistic Explanation on PCA Eigenface Algorithm
I m working on a project that I have to use eigenface but I have some uncertainty and I dont know how to deal with it. There are some tutorials about it on internet but I can't understand what exactly ...
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Rotated object detection by Viola jones Algorithm
In my project I need to detect rotated and non-rotated faces in real time. I read original articles and try to use common implementation in matlab and openCV. And as I understood Haar features are not ...
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Training own classifiers using trainCascadeObjectDetector for face detection
I want to train a cascade classifier to face detect. I read this page. But I wont use trainingImageLabeler app, because I already have face and nonface database sized 24x24. How I use ...
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Detecting inset images/videos from a video
I want to detect multiple rectangles in a video, each of which features a different content, but running simultaneously. This is typically seen during debates on news channels. For example, in the ...
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How to store generated eigen faces for future face recognition?
My code works in the following manner:
1.First, it obtains several images from the training set
2.After loading these images, we find the normalized faces,mean face and perform several calculation.
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