Michał Lech - Publikacje - MOST Wiedzy

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Rok 2022
Rok 2021
Rok 2019
Rok 2018
Rok 2017
Rok 2016
Rok 2014
Rok 2013
  • Examining Classifiers Applied to Static Hand Gesture Recognition in Novel Sound Mixing System

    The main objective of the chapter is to present the methodology and results of examining various classifiers (Nearest Neighbor-like algorithm with non-nested generalization (NNge), Naive Bayes, C4.5 (J48), Random Tree, Random Forests, Artificial Neural Networks (Multilayer Perceptron), Support Vector Machine (SVM) used for static gesture recognition. A problem of effective gesture recognition is outlined in the context of the system...

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  • Gesture-controlled Sound Mixing System With a Sonified Interface
    Publikacja

    - Rok 2013

    In this paper the Authors present a novel approach to sound mixing. It is materialized in a system that enables to mix sound with hand gestures recognized in a video stream. The system has been developed in such a way that mixing operations can be performed both with or without visual support. To check the hypothesis that the mixing process needs only an auditory display, the influence of audio information visualization on sound...

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  • Metoda i algorytmy sterowania procesami miksowania dźwięku za pomocą gestów w oparciu o analizę obrazu wizyjnego
    Publikacja

    - Rok 2013

    Głównym celem rozprawy było opracowanie systemu miksowania dźwięku za pomocą gestów rąk wykonywanych w powietrzu oraz zbadanie możliwości oferowanych przez takie rozwiązanie w porównaniu ze współczesną metodą miksowania sygnałów fonicznych, wykorzystującą środowisko komputera. Opracowany system rozpoznaje zarówno dynamiczne jak i statyczne gesty rąk. Rozpoznawanie gestów dynamicznych zrealizowano w oparciu o metody logiki rozmytej...

  • Multimodal human-computer interfaces based on advanced video and audio analysis

    Multimodal interfaces development history is reviewed briefly in the introduction. Examples of applications of multimodal interfaces to education software and for the disabled people are presented, including interactive electronic whiteboard based on video image analysis, application for controlling computers with mouth gestures and the audio interface for speech stretching for hearing impaired and stuttering people. The Smart...

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  • Testing A Novel Gesture-Based Mixing Interface

    With a digital audio workstation, in contrast to the traditional mouse-keyboard computer interface, hand gestures can be used to mix audio with eyes closed. Mixing with a visual representation of audio parameters during experiments led to broadening the panorama and a more intensive use of shelving equalizers. Listening tests proved that the use of hand gestures produces mixes that are aesthetically as good as those obtained using...

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Rok 2012
Rok 2011
Rok 2010
  • Fuzzy rule-based dynamic gesture recognition employing camera & multimedia projector
    Publikacja

    - Rok 2010

    In the paper the system based on camera and multimedia projector enabling a user to control computer applications by dynamic hand gestures is presented. The main objective is to present the gesture recognition methodology which bases on representing hand movement trajectory by motion vectors analyzed using fuzzy rule-based inference. The approach was engineered in the system developed with J2SE and C++ / OpenCV technology. OpenCV...

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  • Gesture-based computer control system

    In the paper a system for controlling computer applications by hand gestures is presented. First, selected methods used for gesture recognition are described. The system hardware and a way of controlling a computer by gestures are described. The architecture of the software along with hand gesture recognition methods and algorithms used are presented. Examples of basic and complex gestures recognized by the system are given.

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  • Gesture-based computer control system applied to the interactive whiteboard

    In the paper the gesture-based computer control system coupled with the dedicated touchless interactive whiteboard is presented. The system engineered enables a user to control any top-most computer application by using one or both hands gestures. First, a review of gesture recognition applications with a focus on methods and algorithms applied is given. Hardware and software solution of the system consisting of a PC, camera, multimedia...

  • Gesture-based computer control system applied to the interactive whiteboard
    Publikacja

    - Rok 2010

    In the paper the gesture-based computer control system coupled with the dedicated touchless interactive whiteboard is presented. The system engineered enables a user to control any top-most computer application by using one or both hands gestures. First, a review of gesture recognition applications with a focus on methods and algorithms applied is given. Hardware and software solution of the system consisting of a PC, camera, multimedia...

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  • Wydajność środowisk J2SE i C++ / OpenCV w zagadnieniu sterowania komputerem za pomocą gestów
    Publikacja

    - Rok 2010

    W rozdziale przedstawiono interfejs sterowania komputerem za pomocą gestów rąk, należący do grupy systemów czasu rzeczywistego o łagodnych granicach (ang. soft real-time). Komponentami systemu są: komputer klasy PC, kamera internetowa, rzutnik multimedialny i ekran dla rzutnika. Oprogramowanie interfejsu opracowano w oparciu o środowiska J2SE i Visual Studio C++ z użyciem biblioteki OpenCV. Moduł systemu realizujący interpretację...

Rok 2009
  • Gesture recognition framework for multimedia content viewer controlling
    Publikacja

    In the paper a system for controlling a multimedia content viewer by hand gestures is presented. First, selected methods used for gesture recognition are described. Two different application cases of the system, i.e. for multimedia presentation purposes and for multimedia content viewing are outlined. Moreover, a proposal of improvement of the system combining these approaches is also given. The system work cycle is reviewed. The...

  • Human-computer interaction approach applied to the multimedia system of polysensory integration
    Publikacja

    - Rok 2009

    In the paper an approach of utilizing an interaction between the human and computer in a therapy of dyslexia and other sensory disorders is presented. Bakker's neuropsychological concept of dyslexia along with therapy methods are reviewed in the context of the Multimedia System of Polysensory Integration, proposed at the Multimedia Systems Department of Gdansk Univ. of Technology. The system is presented along with the training...

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Rok 2008

wyświetlono 1287 razy