Glasses detection in face images using histogram of Oriented Gradients
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In this study, we aimed to detect the glasses on face images automatically. In order to do this, we trained a classifier with Labelled Faces in the Wild Home ( ...
The histogram matching method is first used to enhance the face features such as eyes and mouth to be more discriminative. Then, dimensionality reduction of ...
Abstract: Histograms of Oriented Gradients have been recently used as discriminating features for face recognition. In this work we improve on that work in ...
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What is histogram of oriented gradients for face detection?
What is histogram in face recognition?
In this paper, we investigate a simple but powerful approach to make robust use of HOG features for face recognition.
Jun 18, 2013 · Yes, HOG (Histogram of Oriented Gradients) can be used to detect any kind of objects, as to a computer, an image is a bunch of pixels and you may extract ...
Bibliographic details on Glasses detection in face images using histogram of Oriented Gradients.
In face recognition, face rotation alignment is an important part of the recognition process. In this paper, we present a hierarchical detector system using eye ...
Dec 15, 2020 · In this paper, we present a robust deep learning approach for glasses detection from selfie photos full/partial frontal body non-standard images ...
Detection using Infrared images and Histograms of Oriented. Gradients, Symposium A Quarterly Journal In Modern Foreign. Literatures, 2006, pp. 206-212. [12] J ...
Feb 29, 2024 · The methodology behind HEG involves enhancing local gradients prior to feature extraction, corroborated by the Histogram of Oriented. Gradients ...