dr hab. inż. Piotr Szczuko
Zatrudnienie
- Profesor uczelni w Katedra Systemów Multimedialnych
Media społecznościowe
Kontakt
- pioszczu@pg.edu.pl
Profesor uczelni
- Miejsce pracy
- Gmach Elektroniki Telekomunikacji i Informatyki pokój 729
- Telefon
- (58) 347 29 72
Wybrane publikacje
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Rough Set-Based Classification of EEG Signals Related to Real and Imagery Motion
A rough set-based approach to classification of EEG signals registered while subjects were performing real and imagery motions is presented in the paper. The appropriate subset of EEG channels is selected, the recordings are segmented, and features are extracted, based on time-frequency decomposition of the signal. Rough set classifier is trained in several scenarios, comparing accuracy of classification for real and imagery motion....
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Deep neural networks for human pose estimation from a very low resolution depth image
The work presented in the paper is dedicated to determining and evaluating the most efficient neural network architecture applied as a multiple regression network localizing human body joints in 3D space based on a single low resolution depth image. The main challenge was to deal with a noisy and coarse representation of the human body, as observed by a depth sensor from a large distance, and to achieve high localization precision....
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Multifactor consciousness level assessment of participants with acquired brain injuries employing human–computer interfaces
Background A lack of communication with people suffering from acquired brain injuries may lead to drawing erroneous conclusions regarding the diagnosis or therapy of patients. Information technology and neuroscience make it possible to enhance the diagnostic and rehabilitation process of patients with traumatic brain injury or post-hypoxia. In this paper, we present a new method for evaluation possibility of communication and the...
Uzyskane stopnie/tytuły naukowe
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2020-03-10
Nadanie stopnia naukowego
dr hab. inż. informatyka techniczna i telekomunikacja (Dziedzina nauk inżynieryjno-technicznych)
wyświetlono 6125 razy