Inventi Impact - Machine Vision
Current Issue : January - March 2019
Volume : 2019
Issue Number : 1
Articles : 5 Articles
Articles
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Inventi:emv/27433/18
A Machine Learning Perspective on Personalized Medicine: An Automized, Comprehensive Knowledge Base with Ontology for Pattern Recognition
Personalized or precision medicine is a new paradigm that holds great promise for individualized patient diagnosis, treatment, and care. However, personalized medicine has only been described on an informal level rather than through rigorous practical guidelines and statistical protocols that would ....
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Inventi:emv/27434/18
Accurate Age Estimation Using Multi-Task Siamese Network-Based Deep Metric Learning for Front Face Images
Recently, there have been many studies on the automatic extraction of facial information using machine learning. Age estimation from front face images is becoming important, with various applications. Our proposed work is based on the binary classifier, which only determines whether two input images....
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Inventi:emv/27435/18
An Improved 3D Shape Recognition Method Based on Panoramic View
Recognition of three-dimensional (3D) shape is a remarkable subject in computer vision systems, because of the lack of excellent shape representations. With the development of 2.5D depth sensors, shape recognition is becoming more important in practical applications.Many methods have been proposed t....
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Inventi:emv/27436/18
Lane Detection Based on Connection of Various Feature Extraction Methods
Lane detection is a challenging problem. It has attracted the attention of the computer vision community for several decades. Essentially, lane detection is a multi feature detection problem that has become a real challenge for computer vision and machine learning techniques. Although many machine l....
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Inventi:emv/27437/18
Monitoring Instantaneous Dynamic Displacements of Masonry Walls in Seismic Oscillation Outdoors by Monocular Digital Photography
Understanding the development of cracks in masonry walls can provide insight into their capability for earthquake resistance. The crack development is characterized by the displacement difference of the adjacent positions on masonry walls. In seismic oscillation, the instantaneous dynamic displaceme....
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