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Article
Unified convolutional neural network for direct facial keypoints detection
We propose a novel approach to directly estimate the position of the facial keypoints via convolutional neural networks (CNN). Our method estimates the global position and the local positions from a unified CN...
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Article
Convolutional Neural Network Based Surface Inspection System for Non-patterned Welding Defects
In this paper, we propose a convolutional neural network (CNN) based method that inspects non-patterned welding defects (craters, pores, foreign substances and fissures) on the surface of the engine transmissi...
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Article
Multi-task convolutional neural network system for license plate recognition
License plate recognition is an active research field as demands sharply increase with the development of Intelligent Transportation System (ITS). However, since the license plate recognition(LPR) is sensitive...
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Article
Machine learning-based imaging system for surface defect inspection
Modern inspection systems based on smart sensor technology like image processing and machine vision have been widely spread into several fields of industry such as process control, manufacturing, and robotics ...