A new quaternion-based lossless encryption strategy for computerized picture and correspondence on medication images. However, We have investigated and marginally changed the idea of the system to call attention to th...
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Social networks are permeating all aspects of social life. As the number of users of social networks continues to expand and social relationships continue to enrich, the security risks faced by social network environm...
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Head and neck cancer detection is performed by collecting 26019 CT scan images from Cancer Imaging Archive (TCIA) as this cancer rapidly increases now a days. This paper mainly focuses on classifier Deep learning fram...
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Development of computer vision systems is a complex and tedious task requiring the development of algorithms, prototypes and the final system - these three parts are usually made separately. This means the process is ...
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Development of computer vision systems is a complex and tedious task requiring the development of algorithms, prototypes and the final system - these three parts are usually made separately. This means the process is slow and the reuse of algorithms developed by others are rare. One way to speed up such system development could be a unification of these three steps as closely as possible. Therefore, a graph-based framework is proposed, which is designed to be fast in three areas - fast prototyping, fast execution and fast visualization. The framework is based on nodes because most computer vision systems can be efficiently broken down into independent algorithm steps and it allows the creation of a computer vision system without writing any code. Fast prototyping is achieved by allowing any part of the system to be added, changed or removed while the system is running without recompiling or interrupting the execution in any other way. The computer vision algorithms themselves are implemented in a scripting language enabling them to be changed and improved at run-time. Fast execution is done through optimizations provided by the graph-based representation. It is possible to disregard blocks that would not contribute to the output or to control when and how data is copied. It is also possible to run the algorithm on GPU using OpenCL thus significantly increasing the performance for computationally intensive calculations. Specific use cases and adoption of computer vision is hindered by the complexity of making a domain specific system, so a framework that allows creating such system - even without coding - is very useful in these automation cases. Current use cases include, but are not limited to, visual landmark based robot localization for an agricultural robot, tracking livestock or measuring certain parameters like shape or size of vegetables. Creation time of such systems is reduced by an order of magnitude using the proposed framework and the resulting system ru
High Performance Computing cluster is very much desired for science, engineering and industry to solve huge models, as the demand increases it requires some kind of sophistication towards automation and Optimizing the...
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Position control with PLC represents one of the high complexity software applications in the field of industrial automation. In this paper the authors present an automation design of two-axis control using Sinamics S2...
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A system of interrelated computing devices, mechanical, and digital machines that are provided with the ability to transfer data over a network without requiring human interaction constitutes Internet of Things. This ...
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In an AI system, performing a fine-grained task like sorting dog breeds requires detailed observation. Therefore, the task of classifying images into highly specific and detailed categories, including birds [WBW+ 11],...
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Understanding the nonlinear dynamics of cutting processes is very important for improving the quality of machining technology. We study machine cutting processes by two different models, one is recently introduced by ...
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In recent years, intelligent conceptual design has become a focused attention to researchers since it appears important but difficult for system designs. This paper introduces a new concept, Extension Case Based Reaso...
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