Abstract Image restoration is a long-standing problem in image processing and low-level computer vision. Recently, discriminative convolutional neural network (CNN)-based approaches have attracted considerable attention due to their superior performance. […]
A Flexible Deep CNN Framework for Image Restoration Read More »
Abstract Automatic image segmentation is an essential step for many medical image analysis applications, include computer-aided radiation therapy, disease diagnosis, and treatment effect evaluation. One of the major challenges for
High-Resolution Encoder-Decoder Networks for Low-Contrast Medical Image Segmentation Read More »
Abstract Most of the existing medical image denoising methods focus on estimating either the image or the residual noise. Moreover, they are usually designed for one specific noise with a
ABSTRACT Acquirers, system builders, and other stakeholders of big data systems need to define requirements, develop and evaluate solutions, and integrate systems together. A reference architecture enables these software engineering
A Reference Architecture for Big Data Systems in the National Security Domain Read More »
Abstract The typical offline color measurement on injection molded or pressed specimens is a very expensive and time-consuming process. In order to optimize productivity and quality, it is desirable to
ABSTRACT Bad smells are sub-optimal code structures that may represent problems that need attention. We conduct an extensive literature review on a huge body of knowledge from 1990 to 2017.
A systematic literature review on bad smells — 5 W’s: which, when, what, who, where Read More »
ABSTRACT Nowadays, Agile Software Development (ASD) is used to cope with increasing complexity in system development. Hybrid development models, with the integration of User-Centered Design (UCD), are applied with the
Agile Requirements Engineering: A systematic literature review Read More »
Abstract Twin-screw extrusion is the preferred process to commercially produce nanocomposites by compounding the nanoparticles and polymer melts. Polymer nanocomposites, which contain nanoparticles dispersed in a polymer matrix, provide improved
Abstract: As the era of industrial 4.0 coming, robotic technology has been applied in many aspects of human life. Putting robots in service businesses such as a waiter robot serving
Restaurant Serving Robot with Double Line Sensors Following Approach Read More »
Abstract In recent years, due to the technological improvements in computers’ hardware and enhancements in the machine learning techniques, there are two increasing approaches for problem-solving as the use of
Deep Learning Based Forecasting in Stock Market with Big Data Analytics Read More »
