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A new method to up-sample low-resolution depth maps to high quality and high resolution is proposed. Range sensors such as time-of-flight cameras yield low-resolution depth maps and the output includes heavy noise at the edges of objects. Recently, many techniques have been proposed to up-sample low-resolution depth maps. However, there is no effective(More)
The identification of an appropriate multivariate copula for capturing the dependence structure in multivariate data is not straightforward. The reason is because standard multivariate copulas (such as the multivariate Gaussian, Student-t, and exchangeable Archimedean copulas) lack flexibility to model dependence and have other limitations, such as(More)
Existing range-based localization algorithms are superior only when a high accuracy node-to-node measured distance exists. This assumption is actually difficult to satisfy with current ranging techniques used in tiny sensor nodes. Meanwhile, range-free localization algorithms work independently of ranging error but can only produce limited node accuracy. In(More)
In recent years, the volume of educational contents has been explosively increased thanks to the rapid development of multimedia technologies. Furthermore, the development of smart devices has made various educational institutes use them as effective learning tools. Since more and more educational contents become available not only at school zone but at a(More)
In the Internet of Things (IoT) networking, numerous objects are connected to a network. They sense events and deliver the sensed information to the cloud. A lot of data is generated in the IoT network, and servers in the cloud gather the sensed data from the objects. Then, the servers analyze the collected data and provide proper intelligent services to(More)
A deep neural networks is proposed for the classification of premature ventricular contraction (PVC) beat, which is an irregular heartbeat initiated by Purkinje fibers rather than by sinoatrial node. Several machine learning approaches were proposed for the detection of PVC beats although they resulted in either achieving low accuracy of classification or(More)