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Algorithm for optimization of Viola–Jones object detection framework parameters

Journal of Physics: Conference Series, 2018
The Viola-Jones algorithm is one of the most popular algorithms for objects recognition in an image. This research paper deals with the possibilities of parametric optimization of the Viola-Jones algorithm to achieve maximum efficiency of the algorithm in specific environmental conditions. It is shown that with the use of additional modifications it is
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Enhancing Cascade Object Detection Accuracy Using Correctors Based on High-Dimensional Feature Separation

Technologies
This study addresses the problem of correcting systematic errors in classical cascade object detectors under severe data scarcity and distribution shift.
Andrey V. Kovalchuk +5 more
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A Robust Framework for 2D Human Face Reconstruction from Half-Frontal Views in Low-Quality Surveillance Footage

International Journal of Emerging Engineering and Technology
This paper proposes a robust framework for reconstructing 2D human facial images from half-frontal views, primarily captured under low-quality surveillance conditions.
Maria Siddiqua, Muhammad Furqan Zia
doaj +1 more source

Facial expression recognition on partially occluded faces using component based ensemble stacked CNN. [PDF]