Cascade boosting LBP feature based classifiers for face recognition

Ma, Canming; Tan, Taizhe; Yang, Qunsheng

doi:10.1109/iske.2008.4731094

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2016

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“…The LBP approach, together with the concept of cascaded classifiers, was first used in object recognition in [6], where it was employed for face recognition. Most papers that employ LBP cascade classifiers perform face recognition [19,10,20]. In [21], a multi-block LBP approach is proposed for face recognition.…”

Section: Related Workmentioning

confidence: 99%

A comparison of Haar-like, LBP and HOG approaches to concrete and asphalt runway detection in high resolution imagery

Cruz¹,

Shiguemori²,

Guimarães

2016

JCIS

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In this article, the three most used object detection approaches, Linear Binary Pattern cascade, Haarlike cascade, and Histogram of Oriented Gradients with Support Vector Machine are applied to automatic runway detection in high resolution satellite imagery and their results are compared. They have been employed predominantly for human feature recognition and this paper tests theirs applicability to runways. The results show that they can be indeed employed for this purpose with LBP and Haar approaches performing better than HOG+SVM.

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