Human voice could be significantly affected by neoplasm, vocal palsy, and phono-trauma
diseases. Computer aided diagnosis by analyzing human voice can be a remote and cost …

Coastal ecosystems are critically affected by seagrass, both economically and ecologically.
However, reliable seagrass distribution information is lacking in nearly all parts of the world …

The aim of image super-Resolution (SR) is to enhance image resolution while still retain the
integrity of the original image. There are many ongoing types of research on image super …

Deep learning has proved to be successful for many computer vision and natural language
processing applications. In this dissertation, three studies have been conducted to show the …

The selection and computation of meaningful features is critical for developing good deep
learning methods. This dissertation demonstrates how focusing on this process can …

This chapter offers an overview of the dissertation and introduces the relevant topics that will
be discussed through the document. Specifically, a brief history of deep learning is offered in …