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Chapter and Conference Paper
Encoder-Decoder Based CNN Structure for Microscopic Image Identification
The significant development of classifiers has made object detection and classification by using neural networks more effective and more straightforward. Unfortunately, there are images where these operations ...
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Chapter and Conference Paper
SURF Algorithm with Convolutional Neural Network as Face Recognition Technique
Recent developments in technology need the methods to become more efficient in various conditions. We can see this situation is much visible in multimedia and verification, where biometrics are used to recogni...
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Chapter and Conference Paper
Multi-agent Architecture for Internet of Medical Things
The technological advancements in recent years has enabled the creation of the Internet of Medical Things, i.e. solutions where medical devices can communicate with each other and exchange data. The guiding id...
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Chapter and Conference Paper
Iterative Design and Implementation of Rapid Gradient Descent Method
Solvers of nonlinear systems of equations are important in software engineering. There are various methods which use gradient approach to find the solution in accordance to gradient descent. This paper presen...
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Chapter and Conference Paper
Accident Prevention System During Immersion in Virtual Reality
More and more development under the sign of reality modification brought glasses that do not require connection to the phone, and all calculations can be performed on a connected computer. An additional advant...
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Chapter and Conference Paper
The Impact of the Cost Function on the Operation of the Intelligent Agent in 2D Games
A large part of the technology development depends on the needs of users. Apart from the hardware requirements for programs used by large companies or smaller groups, the wide applications and hardware load ar...
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Chapter and Conference Paper
Extraction and Analysis of Voice Samples Based on Short Audio Files
Some voice defects may be removed from a recording in such a way that the remainder of the sample contains only the relevant data. However processing of input sounds to achieve this goal requires methodology ...
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Chapter and Conference Paper
Detection of Important Features from Images Using Heuristic Approach
Digital systems offer high quality images, for which information is encoded with precision. Pixels represent the features of objects, therefore we can use this information to detect purposes. In this article w...
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Chapter and Conference Paper
Introduction to the Model of the Active Assistance System for Elder and Disabled People
In this article we present assumptions for development of novel model of active system that can assist elder and disabled people. In the following sections we discuss literature and propose a structure of deci...
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Chapter and Conference Paper
Is the Colony of Ants Able to Recognize Graphic Objects?
This paper is to discuss a matter of ants swarm intelligence for 2D input images recognition systems. In the following sections we try to analyze possibility of using artificial ants colony algorithm to analyz...