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Full-Text Articles in Library and Information Science
Learning Convolutional Neural Network For Face Verification, Elaheh Rashedi
Learning Convolutional Neural Network For Face Verification, Elaheh Rashedi
Wayne State University Dissertations
Convolutional neural networks (ConvNet) have improved the state of the art in many applications. Face recognition tasks, for example, have seen a significantly improved performance due to ConvNets. However, less attention has been given to video-based face recognition. Here, we make three contributions along these lines.
First, we proposed a ConvNet-based system for long-term face tracking from videos. Through taking advantage of pre-trained deep learning models on big data, we developed a novel system for accurate video face tracking in the unconstrained environments depicting various people and objects moving in and out of the frame. In the proposed system, we …
The Effect Of Data Marshalling On Computation Offloading Decisions, Julio Alberto Reyes Muñoz
The Effect Of Data Marshalling On Computation Offloading Decisions, Julio Alberto Reyes Muñoz
Open Access Theses & Dissertations
Computation offloading consists in allowing resource constrained computers, such as smartphones and other mobile devices, to use the network for the remote execution of resource intensive computing tasks in powerful computers. However, deciding whether to offload or not is not a trivial problem, and it depends in several variables related to the environment conditions, the computing devices involved in the process, and the nature of the task to be remotely executed. Furthermore, it comprises the optimal solution to some questions, like how to partition the application and where to execute the tasks.
The computation offloading decision problem has been widely …