Boguslaw Cyganek

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 69

Top Venues

Real-Time Image and Video Processing

HAIS

Neurocomputing

FedCSIS (Position Papers)

Publications

Stanislaw Lazewski, Boguslaw Cyganek
Highly compressed image representation for classification and content retrieval. Integr. Comput. Aided Eng. 31 (3) (2024)
Jan Gasienica-Józkowy, Boguslaw Cyganek, Mateusz Knapik, Szymon Glogowski, Lukasz Przebinda
Estimation of absolute distance and height of people based on monocular view and deep neural networks for edge devices operating in the visible and thermal spectra. FedCSIS (2023)
Tomasz Balon, Mateusz Knapik, Boguslaw Cyganek
Real-Time Detection of Small Objects in Automotive Thermal Images with Modern Deep Neural Architectures. FedCSIS (Communication Papers) (2023)
Boguslaw Cyganek
Modern C++ in the era of new technologies and challenges - why and how to teach modern C++? FedCSIS (2022)
Marcin S. Szczuka, Andrzej Janusz, Boguslaw Cyganek, Jakub Grabek, Lukasz Przebinda, Andzelika Zalewska, Andrzej Bukala, Dominik Slezak
IEEE BigData Cup 2022 Report Privacy-preserving Matching of Encrypted Images. Big Data (2022)
Tomasz Balon, Mateusz Knapik, Boguslaw Cyganek
New Thermal Automotive Dataset for Object Detection. FedCSIS (Position Papers) (2022)
Boguslaw Cyganek
Small Footprint Embedded Systems Paradigm Based on a Novel and Scalable Implementation of FORTH. FedCSIS (Position Papers) (2022)
Jan Gasienica-Józkowy, Mateusz Knapik, Boguslaw Cyganek
An ensemble deep learning method with optimized weights for drone-based water rescue and surveillance. Integr. Comput. Aided Eng. 28 (3) (2021)
Mateusz Knapik, Boguslaw Cyganek
Fast eyes detection in thermal images. Multim. Tools Appl. 80 (3) (2021)
Michal Koziarski, Boguslaw Cyganek, Boguslaw Olborski, Zbigniew Antosz, Marcin Zydak, Bogdan Kwolek, Pawel Wasowicz, Andrzej Bukala, Jakub Swadzba, Piotr Sitkowski
DiagSet: a dataset for prostate cancer histopathological image classification. CoRR (2021)
Jakub Drzazga, Boguslaw Cyganek
An LSTM Network for Apnea and Hypopnea Episodes Detection in Respiratory Signals. Sensors 21 (17) (2021)
Jakub Grabek, Boguslaw Cyganek
An impact of tensor-based data compression methods on deep neural network accuracy. FedCSIS (Position Papers) (2021)
Andrzej Bukala, Boguslaw Cyganek, Michal Koziarski, Bogdan Kwolek, Boguslaw Olborski, Zbigniew Antosz, Jakub Swadzba, Piotr Sitkowski
Classification of Histopathological Images using Scale-Invariant Feature Transform. VISIGRAPP (5: VISAPP) (2020)
Boguslaw Cyganek
Privacy Preserving Real-Time Video Stream Change Detection Based on the Orthogonal Tensor Decomposition Models. RCIS (2020)
Andrzej Bukala, Michal Koziarski, Boguslaw Cyganek, Osman Nuri Koç, Alperen Kara
A Study on Pattern Recognition with the Histograms of Oriented Gradients in Distorted and Noisy Images. J. Univers. Comput. Sci. 26 (4) (2020)
Michal Koziarski, Boguslaw Cyganek, Kazimierz Wiatr
The Choice of Feature Representation in Small-Scale MobileNet-Based Imbalanced Image Recognition. VISIGRAPP (4: VISAPP) (2020)
Boguslaw Cyganek
Thumbnail Tensor - A Method for Multidimensional Data Streams Clustering with an Efficient Tensor Subspace Model in the Scale-Space. Sensors 19 (19) (2019)
Andrzej Bukala, Michal Koziarski, Boguslaw Cyganek, Osman Nuri Koç, Alperen Kara
The Impact of Distortions on the Image Recognition with Histograms of Oriented Gradients. IP&C (2019)
Mateusz Knapik, Boguslaw Cyganek
Comparison of Sparse Image Descriptors for Eyes Detection in Thermal Images. VISIGRAPP (5: VISAPP) (2019)
Boguslaw Cyganek
Overview of Tensor Methods for Multi-dimensional Signals Change Detection and Compression. IP&C (2019)
Mateusz Knapik, Boguslaw Cyganek
Driver's fatigue recognition based on yawn detection in thermal images. Neurocomputing 338 (2019)
Pawel Ksieniewicz, Michal Wozniak, Boguslaw Cyganek, Andrzej Kasprzak, Krzysztof Walkowiak
Data stream classification using active learned neural networks. Neurocomputing 353 (2019)
Boguslaw Cyganek, Kazimierz Wiatr
How orthogonal are we? A note on fast and accurate inner product computation in the floating-point arithmetic. SA (2019)
Bogdan Kwolek, Michal Koziarski, Andrzej Bukala, Zbigniew Antosz, Boguslaw Olborski, Pawel Wasowicz, Jakub Swadzba, Boguslaw Cyganek
Breast Cancer Classification on Histopathological Images Affected by Data Imbalance Using Active Learning and Deep Convolutional Neural Network. ICANN (Workshop) (2019)
Mateusz Knapik, Boguslaw Cyganek
Evaluation of Deep Learning Strategies for Underwater Object Search. SA (2019)
Jakub Grabek, Boguslaw Cyganek
Speckle Noise Filtering in Side-Scan Sonar Images Based on the Tucker Tensor Decomposition. Sensors 19 (13) (2019)
Boguslaw Cyganek
Change Detection in Multidimensional Data Streams with Efficient Tensor Subspace Model. HAIS (2018)
Michal Koziarski, Boguslaw Cyganek
Impact of Low Resolution on Image Recognition with Deep Neural Networks: An Experimental Study. Int. J. Appl. Math. Comput. Sci. 28 (4) (2018)
Boguslaw Cyganek
Parallel Algorithms for Multidimensional Data Streams Analysis with Tensor Subspace Models. HPCS (2018)
Michal Koziarski, Boguslaw Cyganek
Marine Snow Removal Using a Fully Convolutional 3D Neural Network Combined with an Adaptive Median Filter. CVAUI/IWCF/MIPPSNA@ICPR (2018)
Boguslaw Cyganek
Modern Approaches to Multi-dimensional Visual Signals Analysis. MISSI (2018)
Boguslaw Cyganek, Kazimierz Wiatr
Design of a Visual Front-End for Parallel Signal Processing on Underwater Search Drone. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Boguslaw Cyganek, Karol Gongola
Real-time marine snow noise removal from underwater video sequences. J. Electronic Imaging 27 (04) (2018)
Michal Koziarski, Bogdan Kwolek, Boguslaw Cyganek
Convolutional Neural Network-Based Classification of Histopathological Images Affected by Data Imbalance. FFER/DLPR@ICPR (2018)
Michal Koziarski, Boguslaw Cyganek
Image recognition with deep neural networks in presence of noise - Dealing with and taking advantage of distortions. Integr. Comput. Aided Eng. 24 (4) (2017)
Boguslaw Cyganek
Software framework for tensor stream processing on embedded vision platforms. AVSS (2017)
Konrad Jackowski, Boguslaw Cyganek
A learning-based colour image segmentation with extended and compact structural tensor feature representation. Pattern Anal. Appl. 20 (2) (2017)
Bartosz Krawczyk, Boguslaw Cyganek
Selecting locally specialised classifiers for one-class classification ensembles. Pattern Anal. Appl. 20 (2) (2017)
Boguslaw Cyganek, Michal Wozniak
Efficient Real-Time Background Detection Based on the PCA Subspace Decomposition. ICAISC (1) (2017)
Jakub Nawala, Boguslaw Cyganek
Real-Time Image Content Assessment for Underwater Robot Manoeuvring Based on Structural Tensor Analysis. CORES (2017)
Boguslaw Cyganek, Maciej Basiura
Real-Time Vision Based System for Measurement of the Oxyacetylene Welding Parameters. ICCSA (1) (2017)
Boguslaw Cyganek
Image and video processing with tensor methods. SPA (2017)
Boguslaw Cyganek, Michal Wozniak
On Efficient Computation of Tensor Subspace Kernels for Multi-dimensional Data. VISIGRAPP (5: VISAPP) (2017)
Boguslaw Cyganek, Michal Wozniak
A Tensor Framework for Data Stream Clustering and Compression. ICIAP (1) (2017)
Boguslaw Cyganek, Michal Wozniak
Tensor-Based Shot Boundary Detection in Video Streams. New Gener. Comput. 35 (4) (2017)
Boguslaw Cyganek, Michal Wozniak
Efficient Multidimensional Pattern Recognition in Kernel Tensor Subspaces. DMBD (2016)
Michal Wozniak, Pawel Ksieniewicz, Boguslaw Cyganek, Krzysztof Walkowiak
Ensembles of Heterogeneous Concept Drift Detectors - Experimental Study. CISIM (2016)
Dariusz Jankowski, Konrad Jackowski, Boguslaw Cyganek
Learning Decision Trees from Data Streams with Concept Drift. ICCS (2016)
Michal Wozniak, Pawel Ksieniewicz, Boguslaw Cyganek, Andrzej Kasprzak, Krzysztof Walkowiak
Active Learning Classification of Drifted Streaming Data. ICCS (2016)
Michal Wozniak, Boguslaw Cyganek, Andrzej Kasprzak, Pawel Ksieniewicz, Krzysztof Walkowiak
Active Learning Classifier for Streaming Data. HAIS (2016)
Michal Koziarski, Boguslaw Cyganek
Examination of the Deep Neural Networks in Classification of Distorted Signals. ICAISC (2) (2016)
Boguslaw Cyganek, Manuel Graña, Bartosz Krawczyk, Andrzej Kasprzak, Piotr Porwik, Krzysztof Walkowiak, Michal Wozniak
A Survey of Big Data Issues in Electronic Health Record Analysis. Appl. Artif. Intell. 30 (6) (2016)
Michal Koziarski, Boguslaw Cyganek
Deep Neural Image Denoising. ICCVG (2016)
Boguslaw Cyganek, Manuel Graña, Piotr Porwik, Michal Wozniak
Intelligent Methods Applied to Health-Care Information Systems. Appl. Artif. Intell. 30 (6) (2016)
Boguslaw Cyganek, Michal Wozniak
On Robust Computation of Tensor Classifiers Based on the Higher-Order Singular Value Decomposition. CSOC (2) (2016)
Michal Wozniak, Boguslaw Cyganek
A First Attempt on Online Data Stream Classifier Using Context. DMBD (2016)
Boguslaw Cyganek, Michal Wozniak
Efficient Computation of the Tensor Chordal Kernels. ICCS (2016)
Boguslaw Cyganek, Bogdan Smolka
Real-time framework for tensor-based image enhancement for object classification. Real-Time Image and Video Processing (2016)
Boguslaw Cyganek, Michal Wozniak, Dariusz Jankowski
Ensemble of HOSVD Generated Tensor Subspace Classifiers with Optimal Tensor Flattening Directions. HAIS (2016)
Damian Kusnik, Bogdan Smolka, Boguslaw Cyganek
Application of the local similarity filter for the suppression of multiplicative noise in medical ultrasound images. Real-Time Image and Video Processing (2016)
Boguslaw Cyganek, Bartosz Krawczyk
Data Classification with Ensembles of One-Class Support Vector Machines and Sparse Nonnegative Matrix Factorization. ACIIDS (1) (2015)
Boguslaw Cyganek
Hybrid ensemble of classifiers for logo and trademark symbols recognition. Soft Comput. 19 (12) (2015)
Boguslaw Cyganek, Michal Wozniak
Tensor based representation and analysis of the electronic healthcare record data. BIBM (2015)
Boguslaw Cyganek, Michal Wozniak
An Improved Vehicle Logo Recognition Using a Classifier Ensemble Based on Pattern Tensor Representation and Decomposition. New Gener. Comput. 33 (4) (2015)
Boguslaw Cyganek
Real-Time Eye Detection and Tracking in the Near-Infrared Video for Drivers' Drowsiness Control. CORES (2015)
Boguslaw Cyganek, Bartosz Krawczyk, Michal Wozniak
Multidimensional data classification with chordal distance based kernel and Support Vector Machines. Eng. Appl. Artif. Intell. 46 (2015)
Boguslaw Cyganek, Manuel Graña, Andrzej Kasprzak, Krzysztof Walkowiak, Michal Wozniak
Selected aspects of electronic health record analysis from the big data perspective. BIBM (2015)
Bogdan Smolka, Boguslaw Cyganek
Impulsive noise suppression in color images based on the geodesic digital paths. Real-Time Image and Video Processing (2015)
Boguslaw Cyganek, Bogdan Smolka
Real-time object recognition in multidimensional images based on joined extended structural tensor and higher-order tensor decomposition methods. Real-Time Image and Video Processing (2015)
Boguslaw Cyganek, Katarzyna Socha
Novel Parallel Algorithm for Object Recognition with the Ensemble of Classifiers based on the Higher-Order Singular Value Decomposition of Prototype Pattern Tensors. VISAPP (2) (2014)
Michal Wozniak, Piotr Cal, Boguslaw Cyganek
The Influence of a Classifiers' Diversity on the Quality of Weighted Aging Ensemble. ACIIDS (2) (2014)
Boguslaw Cyganek, Michal Wozniak
Vehicle Logo Recognition with an Ensemble of Classifiers. ACIIDS (2) (2014)
Boguslaw Cyganek
Object Recognition with the Higher-Order Singular Value Decomposition of the Multi-dimensional Prototype Tensors. CSOC (2014)
Boguslaw Cyganek, Slawomir Gruszczynski
Hybrid computer vision system for drivers' eye recognition and fatigue monitoring. Neurocomputing 126 (2014)
Bartosz Krawczyk, Michal Wozniak, Boguslaw Cyganek
Clustering-Based Ensemble of One-Class Classifiers for Hyperspectral Image Segmentation. HAIS (2014)
Bartosz Krawczyk, Michal Wozniak, Boguslaw Cyganek
Weighted One-Class Classifier Ensemble Based on Fuzzy Feature Space Partitioning. ICPR (2014)
Bartosz Krawczyk, Michal Wozniak, Boguslaw Cyganek
Clustering-based ensembles for one-class classification. Inf. Sci. 264 (2014)
Rafal Fraczek, Boguslaw Cyganek, Kazimierz Wiatr
Parallelized Algorithms for Finding Similar Images and Object Recognition. Comput. Sci. 14 (1) (2013)
Boguslaw Cyganek, Slawomir Gruszczynski
Eye recognition in near-infrared images for driver's drowsiness monitoring. Intelligent Vehicles Symposium (2013)
Boguslaw Cyganek, Michal Wozniak
A framework for image analysis and object recognition in industrial applications with the ensemble of classifiers. ETFA (2013)
Boguslaw Cyganek
Ensemble of Tensor Classifiers Based on the Higher-Order Singular Value Decomposition. HAIS (2) (2012)
Boguslaw Cyganek
A framework for data representation, processing, and dimensionality reduction with the best-rank tensor decomposition. ITI (2012)
Boguslaw Cyganek, Michal Wozniak
Pixel-Based Object Detection and Tracking with Ensemble of Support Vector Machines and Extended Structural Tensor. ICCCI (1) (2012)
Michal Grega, Seweryn Lach, Boguslaw Cyganek
INSTREET - Application for Urban Photograph Localization. MCSS (2012)
Boguslaw Cyganek, Katarzyna Socha
A multi-tool for ground-truth stereo correspondence, object outlining and points-of-interest selection. VIGTA@AVI (2012)
Boguslaw Cyganek
One-Class Support Vector Ensembles for Image Segmentation and Classification. J. Math. Imaging Vis. 42 (2-3) (2012)
Boguslaw Cyganek
Embedding of the Extended Euclidean Distance into Pattern Recognition with Higher-Order Singular Value Decomposition of Prototype Tensors. CISIM (2012)
Boguslaw Cyganek, Kazimierz Wiatr
Image Contents Annotations with the Ensemble of One-class Support Vector Machines. IJCCI (NCTA) (2011)
Boguslaw Cyganek
Object Recognition with the HOSVD of the Multi-model Space-Variant Pattern Tensors. CAIP (1) (2011)
Boguslaw Cyganek
Adding parallelism to the hybrid image processing library in multi-threading and multi-core systems. NESEA (2011)
Boguslaw Cyganek, Slawomir Gruszczynski
Visual System for Drivers' Eye Recognition. HAIS (1) (2011)
Boguslaw Cyganek
An Analysis of the Road Signs Classification Based on the Higher-Order Singular Value Decomposition of the Deformable Pattern Tensors. ACIVS (2) (2010)
Boguslaw Cyganek
Traffic Scene Segmentation and Robust Filtering for Road Signs Recognition. ICCVG (1) (2010)
Boguslaw Cyganek
Software Framework for Efficient Tensor Representation and Decompositions for Pattern Recognition in Computer Vision. IP&C (2010)
Boguslaw Cyganek
Image Segmentation with a Hybrid Ensemble of One-Class Support Vector Machines. HAIS (1) (2010)
Boguslaw Cyganek
Framework for Object Tracking with Support Vector Machines, Structural Tensor and the Mean Shift Method. ICONIP (1) (2009)
Boguslaw Cyganek
Road-Signs Recognition System for Intelligent Vehicles. RobVis (2008)
Boguslaw Cyganek
Real-Time Road Signs Tracking with the Fuzzy Continuously Adaptive Mean Shift Algorithm. ICAISC (2008)
Boguslaw Cyganek
Architecture of an Integrated Software-Hardware System for Accelerated Image Processing. ICCVG (2008)
Boguslaw Cyganek
An Algorithm for Computation of the Scene Geometry by the Log-Polar Area Matching Around Salient Points. SOFSEM (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Boguslaw Cyganek