Search Results - "Ślot, Krzysztof"

Presentation Attack Detection on Limited-Resource Devices Using Deep Neural Classifiers Trained on Consistent Spectrogram Fragments by Kubicki, Kacper, Kapusta, Paweł, Ślot, Krzysztof

“…The presented paper is concerned with detection of presentation attacks against unsupervised remote biometric speaker verification, using a well-known…”
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Detection of Unknown Polymorphic Patterns Using Feature-Extracting Part of a Convolutional Autoencoder by Kucharski, Przemysław, Ślot, Krzysztof

“…Background: The present paper proposes a novel approach for detecting the presence of unknown polymorphic patterns in random symbol sequences that also…”
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Autoencoder-based image processing framework for object appearance modifications by Ślot, Krzysztof, Kapusta, Paweł, Kucharski, Jacek

“…The presented paper introduces a novel method for enabling appearance modifications for complex image objects. Qualitative visual object properties, quantified…”
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Boosting Intelligent Data Analysis in Smart Sensors by Integrating Knowledge and Machine Learning by Łuczak, Piotr, Kucharski, Przemysław, Jaworski, Tomasz, Perenc, Izabela, Ślot, Krzysztof, Kucharski, Jacek

“…The presented paper proposes a hybrid neural architecture that enables intelligent data analysis efficacy to be boosted in smart sensor devices, which are…”
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Neuromorphic approach for breathing rate monitoring using data produced by FMCW radar by Ślot, Krzysztof, Łuczak, Piotr, Hausman, Sławomir

“… The paper introduces a neuromorphic computational approach for breathing rate monitoring of a single person observed using a Frequency-Modulated Continuous…”
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Application of poincare-mapping of voiced-speech segments for emotion sensing by Slot, Krzysztof, Bronakowski, Lukasz, Cichosz, Jaroslaw, Kim, Hyongsuk

“…The following paper introduces a group of novel speech-signal descriptors that reflect phoneme-pronunciation variability and that can be considered as…”
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Supervised Kernel Principal Component Analysis by Most Expressive Feature Reordering by Slot, Krzysztof, Adamiak, Krzysztof, Duch, Piotr, Zurek, Dominik

“…The presented paper is concerned with feature space derivation through feature selection. The selection is performed on results of kernel Principal Component…”
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Obstacle Avoidance Procedure and Lee Algorithm Based Path Replanner for Autonomous Mobile Platforms by Polanczyk, Maciej, Strzelecki, Michal, Slot, Krzysztof

“…The paper proposes solution for two important issues connected to navigation of independent mobile platforms in an unknown environment. First issue relates to…”
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Fast texture synthesis with cellular neural network-based patch stitching by lot, Krzysztof, Kornatowski, ukasz, Dbiec, Piotr

“…ABSTRACT The presented paper introduces a novel approach to patch‐based texture synthesis. The proposed method utilizes Cellular Neural Networks (CNNs) for…”
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Accurate Natural Trail Detection Using a Combination of a Deep Neural Network and Dynamic Programming by Adhikari, Shyam Prasad, Yang, Changju, Slot, Krzysztof, Kim, Hyongsuk

“…This paper presents a vision sensor-based solution to the challenging problem of detecting and following trails in highly unstructured natural environments…”
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Accelerating projections to kernel-induced spaces by feature approximation by Adamiak, Krzysztof, Kim, Hyongsuk, Ślot, Krzysztof

“…•A method for simplifying data projections onto kernel spaces is proposed.•Projection errors in simplified feature spaces are low for a set of standard…”
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Cellular Neural Networks with dynamic cell activity control for Hausdorff distance estimation by Janczyk, M., Slot, K.

“…A concept of Cellular Neural Networks with dynamic cell activity control is proposed in the paper. The concept is an extension to the Fixed State Map mechanism…”
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Neuromorphic approach for breathing rate monitoring using data produced by FMCW radar by Ślot, Krzysztof, Łuczak, Piotr, Hausman, Sławomir

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Object Recognition with Discriminative Elastic Grids by Slot, K., Nowak, H.

“…The following paper presents a concept of Discriminative Elastic Grids (DEG) - an object recognition approach derived from the Deformable Template paradigm…”
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Texture synthesis using a combination of Cellular Neural Networks and Wei-Levoy method by Kornatowski, L., Slot, K.

“…The following paper presents a method for texture synthesis that combines Cellular Neural Network (CNN) with Wei-Levoi (WL) algorithm. The CNN is used for fast…”
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Application of Singular Value Decomposition to estimation of displacements of deformable grid nodes by Gozdzik, M., Slot, K.

“…This paper presents a method for estimation of a direction of displacements of deformable template nodes in vector fields. Appropriate displacement vectors are…”
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Fingerprint Alignment with Deformable Templates by Slot, K., Gozdzik, M.

“…The following paper introduces an extension to the deformable template paradigm and presents an application ofthe resulting image analysis method for…”
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Hybrid no-propagation learning for multilayer neural networks by Adhikari, Shyam Prasad, Yang, Changju, Slot, Krzysztof, Strzelecki, Michal, Kim, Hyongsuk

“…A hybrid learning algorithm suitable for hardware implementation of multi-layer neural networks is proposed. Though backpropagation is a powerful learning…”
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Liveness detection in remote biometrics based on gaze direction estimation by Adamiak, Krzysztof, Zurek, Dominik, Slot, Krzysztof

“…The following paper presents a simple and fast liveness detection method based on gaze direction estimation under a challenge-response user authentication…”
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Combining Deep Convolutional Feature Extraction with Hyperdimensional Computing for Visual Object Recognition by Luczak, Piotr, Slot, Krzysztof, Kucharski, Jacek

“…The presented paper proposes a novel, hybrid neuromorphic computational architecture for visual data classification aimed at implementation in energy-efficient…”
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