Search Results - "Kapuscinski, Tomasz"

Data Augmentation with Suboptimal Warping for Time-Series Classification by Kamycki, Krzysztof, Kapuscinski, Tomasz, Oszust, Mariusz

“…In this paper, a novel data augmentation method for time-series classification is proposed. In the introduced method, a new time-series is obtained in warped…”
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Recognition of Signed Expressions in an Experimental System Supporting Deaf Clients in the City Office by Kapuscinski, Tomasz, Wysocki, Marian

“…The paper addresses the recognition of dynamic Polish Sign Language expressions in an experimental system supporting deaf people in an office when applying for…”
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Handshape Recognition Using Skeletal Data by Kapuscinski, Tomasz, Organisciak, Patryk

“…In this paper, a method of handshapes recognition based on skeletal data is described. A new feature vector is proposed. It encodes the relative differences…”
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A Vision-Based Method for Determining Aircraft State during Spin Recovery by Kapuscinski, Tomasz, Szczerba, Piotr, Rogalski, Tomasz, Rzucidlo, Pawel, Szczerba, Zygmunt

“…This article proposes a vision-based method of determining in which of the three states, defined in the spin recovery process, is an aircraft. The correct…”
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Recognition of Hand Gestures Observed by Depth Cameras by Kapuscinski, Tomasz, Oszust, Mariusz, Wysocki, Marian, Warchol, Dawid

“…We focus on gesture recognition based on 3D information in the form of a point cloud of the observed scene. A descriptor of the scene is built on the basis of…”
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Temporal signed gestures segmentation in an image sequence using deep reinforcement learning by Kalandyk, Dawid, Kapuściński, Tomasz

“…Continuous sign language recognition is challenging due to coarticulatory distortions, which occur at the beginning and end of each gesture. These distortions…”
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A Four-Stage Mahalanobis-Distance-Based Method for Hand Posture Recognition by Warchoł, Dawid, Kapuściński, Tomasz

“…Automatic recognition of hand postures is an important research topic with many applications, e.g., communication support for deaf people. In this paper, we…”
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Recognition of Fingerspelling Sequences in Polish Sign Language Using Point Clouds Obtained from Depth Images by Warchoł, Dawid, Kapuściński, Tomasz, Wysocki, Marian

“…The paper presents a method for recognizing sequences of static letters of the Polish finger alphabet using the point cloud descriptors: viewpoint feature…”
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In-Flight Tests of Intruder Detection Vision System by Rzucidło, Paweł, Jaromi, Grzegorz, Kapuściński, Tomasz, Kordos, Damian, Rogalski, Tomasz, Szczerba, Piotr

“…In the near future, the integration of manned and unmanned aerial vehicles into the common airspace will proceed. The changes taking place mean that the safety…”
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The Analysis of Social and Situational Systems as Components of Human Errors Resulting in Navigational Accidents by Kasyk, Lech, Wolnowska, Anna Eliza, Pleskacz, Krzysztof, Kapuściński, Tomasz

“…As in any industry exposed to risk, human and organizational factors are the main stakes of maritime safety. Understanding the causes and risks of maritime…”
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Human Action Recognition Using Bone Pair Descriptor and Distance Descriptor by Warchoł, Dawid, Kapuściński, Tomasz

“…The paper presents a method for the recognition of human actions based on skeletal data. A novel Bone Pair Descriptor is proposed, which encodes the angular…”
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Hand Posture Recognition Using Skeletal Data and Distance Descriptor by Kapuściński, Tomasz, Warchoł, Dawid

“…In this paper, a method for the recognition of static hand postures based on skeletal data was presented. A novel descriptor was proposed. It encodes…”
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Differential Pseudo-Image for Skeleton-Based Dynamic Gesture Recognition by Kapuscinski, Tomasz, Mis, Mateusz

“…The approach described in this paper uses the potential of deep convolutional neural networks (DCNN), pre-trained to recognize images, to classify dynamic…”
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Video key frame detection based on the restricted Boltzmann machine by Knop, Michał, Kapuściński, Tomasz, Mleczko, Wojciech K.

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Recognition of signed dynamic expressions observed by ToF camera by Kapuscinski, Tomasz, Oszust, Mariusz, Wysocki, Marian

“…Time-of-flight (ToF) cameras acquire 3D information about observed scenes. They are increasingly used for hand gesture recognition. This paper is also related…”
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Computer vision and graphics based system for interaction with mentally and physically disabled children by Marnik, Joanna, Samolej, Sławomir, Kapuściński, Tomasz, Oszust, Mariusz, Wysocki, Marian, Szczerba, Pioir, Ogorzałek, Przemysław

“…The paper presents a prototype of a system which can be used as a therapeutic and educational tool for children with developmental problems. Natural body…”
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Hand gesture recognition for man-machine interaction by Kapuscinski, T., Wysocki, M.

“…Addresses some basic problems of hand gesture recognition. Three steps important in building gestural vision-based interfaces are discussed. The first step is…”
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