thesis

2D pose estimation of human body using CNS and PCA

1 Comment / C++, Computer Vision, Image Processing, Linear Algebra, Machine Learning /

This work is the second part of my master thesis (part I). In this part, I developed an algorithm for 2D pose estimation of the human body. To do this, I created a software with QT that could generate 2D contours representing human body. Then I send these contours for evaluation to CNS(Contrast Normalized Sobel) [1] […]

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Human detection on mobile camera using HOG and tracking them using Kalman filter

1 Comment / Computer Vision, Image Processing, Machine Learning, Tutorials /

This is the part I of the work that I did for my master thesis (part II). In this work first, I computed HOG (Histogram of oriented gradients) on my images and then sent the computed histogram to a linear SVM (support vector machine). The SVM was trained with human and non-human images. The output of the classifier was

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