B. Cyganek

Small Footprint Embedded Systems Paradigm Based on a Novel and Scalable Implementation of FORTH
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New Thermal Automotive Dataset for Object Detection
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Modern C++ in the era of new technologies and challenges—why and how to teach modern C++?
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Offset Compensation in Resistive Stretch Sensors Using Low-Frequency Feedback Topology
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DiagSet: a dataset for prostate cancer histopathological image classification
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An ensemble deep learning method with optimized weights for drone-based water rescue and surveillance
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An impact of tensor-based data compression methods on deep neural network accuracy
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An LSTM Network for Apnea and Hypopnea Episodes Detection in Respiratory Signals
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A Study on Pattern Recognition with the Histograms of Oriented Gradients in Distorted and Noisy Images
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Advanced Object‐Oriented Programming
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Introduction to Programming with C++ for Engineers
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Classification of Histopathological Images using Scale-Invariant Feature Transform
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Fast eyes detection in thermal images
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The Choice of Feature Representation in Small-Scale MobileNet-Based Imbalanced Image Recognition
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Delving into Object‐Oriented Programming
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Privacy Preserving Real-Time Video Stream Change Detection Based on the Orthogonal Tensor Decomposition Models
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Evaluation of Deep Learning Strategies for Underwater Object Search
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Speckle Noise Filtering in Side-Scan Sonar Images Based on the Tucker Tensor Decomposition
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Driver's fatigue recognition based on yawn detection in thermal images
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Thumbnail Tensor—A Method for Multidimensional Data Streams Clustering with an Efficient Tensor Subspace Model in the Scale-Space †
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Overview of Tensor Methods for Multi-dimensional Signals Change Detection and Compression
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How orthogonal are we? A note on fast and accurate inner product computation in the floating-point arithmetic
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Robust switching technique of impulsive noise removal in color digital images
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The Impact of Distortions on the Image Recognition with Histograms of Oriented Gradients
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Data stream classification using active learned neural networks
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Breast Cancer Classification on Histopathological Images Affected by Data Imbalance Using Active Learning and Deep Convolutional Neural Network
201911 citationsauthor #8
Visual front-end for underwater scene change detection and environment monitoring by the autonomous drone
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Comparison of Sparse Image Descriptors for Eyes Detection in Thermal Images
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Virtual High Dynamic Range Imaging for Underwater Drone Navigation
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Real-time marine snow noise removal from underwater video sequences
201826 citationsauthor #1
Change Detection in Multidimensional Data Streams with Efficient Tensor Subspace Model
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Robust enhancement technique for color images corrupted by impulsive noise
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Convolutional Neural Network-Based Classification of Histopathological Images Affected by Data Imbalance
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Parallel Algorithms for Multidimensional Data Streams Analysis with Tensor Subspace Models
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Design of a Visual Front-End for Parallel Signal Processing on Underwater Search Drone
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Impact of Low Resolution on Image Recognition with Deep Neural Networks: An Experimental Study
2018158 citationsauthor #2
Marine Snow Removal Using a Fully Convolutional 3D Neural Network Combined with an Adaptive Median Filter
201816 citationsauthor #2
Modern Approaches to Multi-dimensional Visual Signals Analysis
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Real-time stereovision framework for underwater drone maneuvering
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Image recognition with deep neural networks in presence of noise – Dealing with and taking advantage of distortions
2017159 citationsauthor #2
A learning-based colour image segmentation with extended and compact structural tensor feature representation
20177 citationsauthor #2
Tensor-Based Shot Boundary Detection in Video Streams
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Real-Time Vision Based System for Measurement of the Oxyacetylene Welding Parameters
20170 citationsauthor #1
Image and video processing with tensor methods
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Efficient Real-Time Background Detection Based on the PCA Subspace Decomposition
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On Efficient Computation of Tensor Subspace Kernels for Multi-dimensional Data
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Tensor-Based Shot Boundary Detection in Video Streams
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Robust median background subtraction for embedded vision platforms
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Software framework for tensor stream processing on embedded vision platforms
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Real-Time Image Content Assessment for Underwater Robot Manoeuvring Based on Structural Tensor Analysis
20170 citationsauthor #2
A Tensor Framework for Data Stream Clustering and Compression
20173 citationsauthor #1
Application of the local similarity filter for the suppression of multiplicative noise in medical ultrasound images
20160 citationsauthor #3
Learning Decision Trees from Data Streams with Concept Drift
201634 citationsauthor #3
Exploiting Data Parallelism for Efficient Classification of Multi-Dimensional Patterns
20160 citationsauthor #1
Efficient Multidimensional Pattern Recognition in Kernel Tensor Subspaces
20160 citationsauthor #1
COMPARISON OF MATCHING STRATEGIES FOR COLOUR IMAGES
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Real-time framework for tensor-based image enhancement for object classification
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Intelligent Methods Applied to Health-Care Information Systems
20164 citationsauthor #1
On Robust Computation of Tensor Classifiers Based on the Higher-Order Singular Value Decomposition
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Active Learning Classifier for Streaming Data
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Active Learning Classification of Drifted Streaming Data
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Deep Neural Image Denoising
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Ensemble of HOSVD Generated Tensor Subspace Classifiers with Optimal Tensor Flattening Directions
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Efficient Computation of the Tensor Chordal Kernels
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A First Attempt on Online Data Stream Classifier Using Context
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Ensembles of Heterogeneous Concept Drift Detectors - Experimental Study
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Examination of the Deep Neural Networks in Classification of Distorted Signals
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A Survey of Big Data Issues in Electronic Health Record Analysis
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Hybrid ensemble of classifiers for logo and trademark symbols recognition
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Electronic Healthcare Record Data
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Real-time object recognition in multidimensional images based on joined extended structural tensor and higher-order tensor decomposition methods
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Automatic segmentation of brain tumors using tensor analysis and multimodal MRI
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Multidimensional data classification with chordal distance based kernel and Support Vector Machines
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Visual Pattern Recognition Framework Based on the Best Rank Tensor Decomposition
20152 citationsauthor #1
Real-Time Eye Detection and Tracking in the Near-Infrared Video for Drivers' Drowsiness Control
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An Improved Vehicle Logo Recognition Using a Classifier Ensemble Based on Pattern Tensor Representation and Decomposition
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Impulsive noise suppression in color images based on the geodesic digital paths
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Appreciation to Multimedia Tools and Applications Reviewers
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Novel parallel algorithm for object recognition with the ensemble of classifiers based on the Higher-Order Singular Value Decomposition of prototype pattern tensors
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Tensor based representation and analysis of the electronic healthcare record data
20155 citationsauthor #1
Data Classification with Ensembles of One-Class Support Vector Machines and Sparse Nonnegative Matrix Factorization
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An Improved Vehicle Logo Recognition Using a Classifier Ensemble Based on Pattern Tensor Representation and Decomposition
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Selecting locally specialised classifiers for one-class classification ensembles
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Selected aspects of electronic health record analysis from the big data perspective
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Vehicle Logo Recognition with an Ensemble of Classifiers
201413 citationsauthor #1
Hybrid computer vision system for drivers' eye recognition and fatigue monitoring
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Object Recognition with the Higher-Order Singular Value Decomposition of the Multi-dimensional Prototype Tensors
20145 citationsauthor #1
Hybrid ensemble of classifiers for logo and trademark symbols recognition
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Clustering-based ensembles for one-class classification
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Clustering-Based Ensemble of One-Class Classifiers for Hyperspectral Image Segmentation
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Weighted One-Class Classifier Ensemble Based on Fuzzy Feature Space Partitioning
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The Influence of a Classifiers' Diversity on the Quality of Weighted Aging Ensemble
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A framework for image analysis and object recognition in industrial applications with the ensemble of classifiers
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Object Detection and Recognition in Digital Images: Theory and Practice
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Pattern recognition framework based on the best rank-(R1, R2, …, RK) tensor approximation
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Tensor Methods in Computer Vision
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5. Object Recognition
20130 citationsauthor #1
Classification Methods and Algorithms
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Object Detection and Tracking
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Eye recognition in near-infrared images for driver's drowsiness monitoring
20136 citationsauthor #1

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