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Driver drowsiness detection in facial images
(2018-09-26)
Driver fatigue is a significant factor in a large number of vehicle accidents. Thus, drowsy
driver alert systems are meant to reduce the main cause of traffic accidents. Different
approaches have been developed to tackle ...
Analysis of facial expressions: experiments on multiple databases
(2017-12-20)
This master thesis compares different face descriptors using classification techniques in
order to classify emotions in images of faces of people of different ethnicities and ages,
male and female. The comparison is done ...
Testing modified confusion entropy as split criterion for decision trees
(2019-05-29)
In 2010, a new performance measure to evaluate the results obtained by algorithms of data classification was presented, Confusion Entropy (CEN). This render measure is able to achieve a greater discrimination than Accuracy ...
Deep learning review and its applications
(2015-10-08)
Deep neural networks have recently gained popularity for improv-
ing state-of-the-art machine learning algorithms in diverse areas such as
speech recognition, computer vision and bioinformatics. Convolutional
networks ...
Comparative study of human age estimation based on hand-crafted and deep face features
(2016-10-03)
In the past few years, human facial age estimation has drawn a lot of attention
in the computer vision and pattern recognition communities because of its important
applications in age-based image retrieval, security ...
Face beauty analysis via manifold based semi-supervised learning
(2017-10-06)
Beauty has always played an important role in society, implicitly influencing the hu-
man interactions of our daily lives and more significant aspects, such as the mate
choice or job interviews. And now, with the progress ...
Development of a deep learning system for hummed melody identification for BertsoBot
(2020-10-09)
The system introduced in this work tries to solve the problem of melody
classification. The proposed approach is based on extracting the spectrogram of the
audio of each melody and then using deep supervised learning ...
Guided Bus Rapid Transit
(2016-10-03)
Electrical Bus Rapid Transit (eBRT) is a charging electrical public transport which
brings a clean, high performance, and affordable cost alternative from the conventional
traffic vehicles which work with combustion and ...
Occupancy estimation and people flow prediction in smart environments
(2017-09-15)
Two related problems have been analysed. Inthe one hand, the problem of detecting people by using indoor climate monitoring infrastructure is analysed, while on the other hand, predicting the amount of people in one space ...
Search of symmetric composition methods of symmetric integrators
(2016-09-23)
Composition methods are useful when solving Ordinary Differential Equations (ODEs) as they increase the order of accuracy of a given basic numerical integration scheme. We will focus on sy-mmetric composition methods ...