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  1. No Access

    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 ...

    Dawid Połap, Marcin Wozniak, Marcin Korytkowski in Neural Information Processing (2020)

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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...

    Alicja Winnicka, Karolina Kęsik, Dawid Połap in Artificial Intelligence and Soft Computing (2020)

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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...

    Dawid Połap, Gautam Srivastava in Artificial Intelligence and Soft Computing (2020)

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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...

    Wei Wei, Bin Zhou, Rytis Maskeliūnas in Artificial Intelligence and Soft Computing (2019)

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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...

    Dawid Połap, Karolina Kęsik, Marcin Woźniak in Multimedia and Network Information Systems (2019)

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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...

    Dawid Połap, Marcin Woźniak in Information and Software Technologies (2018)

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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 ...

    Dawid Połap, Marcin Woźniak in Information and Software Technologies (2017)

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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...

    Dawid Połap, Marcin Woźniak in Information and Software Technologies (2017)

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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...

    Dawid Połap, Marcin Woźniak in Information and Software Technologies (2016)

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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...

    Dawid Połap, Marcin Woźniak, Christian Napoli in Information and Software Technologies (2015)