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Faculty of Electrical Engineering
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total: 90
Catalog Publications
Year 2024
Year 2023
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A Hybrid Method for Objective Quality Assessment of Binary Images
PublicationIn the paper, a novel hybrid method for an automatic quality assessment of binary images is proposed that may be useful, e.g., for computationally limited embedded systems or Optical Character Recognition applications. Since the quality of binary images used as the input for further image analysis strongly influences the obtained results, a reliable evaluation of their quality is a crucial element for the validation of such...
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Adaptive Binarization of Metal Nameplate Images Using the Pixel Voting Approach
PublicationIn the paper, an application of the recently proposed approach to hybrid image binarization based on pixel voting is considered for industrial images. Since such images typically contain the text embossed or engraved in metal nameplates, often non-uniformly illuminated, a proper binarization of such images is usually much harder than for scanned document images, or even for the photos of text documents. Assuming that no single...
Year 2022
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Application of Image Entropy Analysis for the Quality Assessment of Stitched Images
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Improved Combined Metric for Automatic Quality Assessment of Stitched Images
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On properties of visual quality metrics in remote sensing applications
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Year 2020
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A Simplified Classification of Electronic Integrated Circuits Packages Based on Shape Descriptors
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Application of CNN-Based Method for Automatic Detection and Classification of the IC Packages
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Application of Multi-layered Thresholding Based on Stack of Regions for Unevenly Illuminated Industrial Images
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Applications of Computer Vision in Automation and Robotics
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Combined Metrics for Quality Assessment of 3D Printed Surfaces for Aesthetic Purposes: Towards Higher Accordance with Subjective Evaluations
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Computer Vision Methods for Non-destructive Quality Assessment in Additive Manufacturing
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Full-Reference Quality Metric Based on Neural Network to Assess the Visual Quality of Remote Sensing Images
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Improved quality assessment of colour surfaces for additive manufacturing based on image entropy
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Improved Robust Linearized Full-Reference Combined Metric for Remote Sensing Imaging
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Improved Two-Step Binarization of Degraded Document Images Based on Gaussian Mixture Model
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Optimization of Degraded Document Image Binarization Method Based on Background Estimation
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Quality Assessment of 3D Printed Surfaces Using Combined Metrics Based on Mutual Structural Similarity Approach Correlated with Subjective Aesthetic Evaluation
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Robust Combined Binarization Method of Non-Uniformly Illuminated Document Images for Alphanumerical Character Recognition
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КОМБІНОВАНА МЕТРИКА ВІЗУАЛЬНОЇ ЯКОСТІ ЗОБРАЖЕНЬ ДИСТАНЦІЙНОГО ЗОНДУВАННЯ НА ОСНОВІ НЕЙРОННОЇ МЕРЕЖІ
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Year 2019
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Adaptation of Full-Reference Image Quality Assessment Methods for Automatic Visual Evaluation of the Surface Quality of 3D Prints
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Adaptive Image Binarization Based on Multi-layered Stack of Regions
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Automatic Colour Independent Quality Evaluation of 3D Printed Flat Surfaces Based on CLAHE and Hough Transform
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Binarization of Degraded Document Images with Generalized Gaussian Distribution
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Classification of Textures for Autonomous Cleaning Robots Based on the GLCM and Statistical Local Texture Features
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Current Trends and Advances in Image Quality Assessment
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Fast Adaptive Binarization with Background Estimation for Non-uniformly Lightened Document Images
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Fast Adaptive Image Binarization Using the Region Based Approach
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Improvement of Image Binarization Methods Using Image Preprocessing with Local Entropy Filtering for Alphanumerical Character Recognition Purposes
PublicationAutomatic text recognition from the natural images acquired in uncontrolled lighting conditions is a challenging task due to the presence of shadows hindering the shape analysis and classification of individual characters. Since the optical character recognition methods require prior image binarization, the application of classical global thresholding methods in such case makes it impossible to preserve the visibility of all...
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Objective 3D Printed Surface Quality Assessment Based on Entropy of Depth Maps
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Region Based Approach for Binarization of Degraded Document Images
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Sensors in Intelligent Transportation Systems
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Year 2018
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Binary Line Oriented Histogram
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Color Independent Quality Assessment of 3D Printed Surfaces Based on Image Entropy
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Estimation of Geometrical Deformations of 3D Prints Using Local Cross-Correlation and Monte Carlo Sampling
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Fast quality assessment of 3D printed surfaces based on structural similarity of image regions
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Probabilistic approach to seam tracking of butt welding
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Quality Assessment of 3D Printed Surfaces in Fourier Domain
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Quality Evaluation of 3D Printed Surfaces Based on HOG Features
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Region based adaptive binarization for optical character recognition purposes
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Year 2017
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Entropy Based Surface Quality Assessment of 3D Prints
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Quality Assessment of 3D Prints Based on Feature Similarity Metrics
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Year 2016
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Application of Structural Similarity Based Metrics for Quality Assessment of 3D Prints
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Binary Image Quality Assessment—A Hybrid Approach Based on Binarization Evaluation Methods
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Clothing Similarity Estimation Using Dominant Color Descriptor and SSIM Index
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Fast Machine Vision Line Detection for Mobile Robot Navigation in Dark Environments
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Methods of Natural Image Preprocessing Supporting the Automatic Text Recognition Using the OCR Algorithms
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No-reference quality assessment of 3D prints based on the GLCM analysis
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Texture Based Quality Assessment of 3D Prints for Different Lighting Conditions
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