Automatic Segmentation by the Method of Interval Fusion with Preference Aggregation When Recognizing Weld Defects

Automatic Segmentation by the Method of Interval Fusion with Preference Aggregation When Recognizing Weld Defects

Λεπτομέρειες βιβλιογραφικής εγγραφής
Parent link:	Russian Journal of Nondestructive Testing=Дефектоскопия.— .— New York: Springer Science+Business Media LLC. Vol. 59, iss. 12.— 2023.— P. 1280-1290
Κύριος συγγραφέας:	Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Συγγραφή απο Οργανισμό/Αρχή:	National Research Tomsk Polytechnic University
Άλλοι συγγραφείς:	Nguyen Duc C.
Περίληψη:	Title screen Quality control in welding is usually carried out during the visual inspection process and is highly dependent on an operator experience. In this paper, an approach to automatic detection and classification of a defective region is proposed, in which the segmentation of the analyzed photographic image of a weld (i.e., its division into defective and defect-free regions) is performed using the region growing procedure. The starting points for this procedure are selected by the authors’ robust method of interval fusion with preference aggregation (IF&PA) on the base of image histogram analysis. Testing the proposed approach for real life photographic images showed its ability to detect different types of weld defects with higher accuracy compared to traditional methods, such as the Otsu method and k-means. Текстовый файл AM_Agreement
Γλώσσα:	Αγγλικά
Έκδοση:	2023
Θέματα:	segmentation histogram defect region welding joint interval fusion preference aggregation электронный ресурс труды учёных ТПУ
Διαθέσιμο Online:	https://doi.org/10.1134/S1061830923600855 Статья на русском языке
Μορφή:	Ηλεκτρονική πηγή Κεφάλαιο βιβλίου
KOHA link:	https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=674997

Παρόμοια τεκμήρια

Weld Defects Automatic Visual Recognition by Combined Application of Canny Edge Detector and Interval Fusion with Preference Aggregation
από: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Έκδοση: (2022)

Recognition Ability of Interval Fusion with Preference Aggregation in Weld Defects Images Analysis
από: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Έκδοση: (2020)

Method of interval fusion with preference aggregation in brightness thresholds selection for automatic weld surface defects recognition
από: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Έκδοση: (2024)

Adjustment of fundamental physical constant values using the interval fusion with preference aggregation
από: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Έκδοση: (2020)

Analysis of heteroscedastic measurement data by the self-refining method of interval fusion with preference aggregation – IF&PA
από: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Έκδοση: (2021)

Precise Measurand Value Estimating by Interval Fusion with Preference Aggregation: Heteroscedasticity Case
από: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Έκδοση: (2020)

Interval Data Fusion with Preference Aggregation for Balancing Measurement Accuracy and Energy Consumption in WSN
από: Khudonogova L. I. Ludmila Igorevna
Έκδοση: (2021)

Inertial MEMS Sensors Accuracy Improvement by Interval Fusion with Preference Aggregation
Έκδοση: (2020)

Robust Determination of Performance Loss Rate for Photovoltaic Systems
από: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Έκδοση: (2024)

Метод агрегирования предпочтений при определении пороговых значений яркости для распознавания объектов на оптических изображениях
από: Нгуен Д. К. Дык Кыонг
Έκδοση: (2024)

A consensus ranking based proposal for combining data in adjustment of the fundamental physical constant values
από: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Έκδοση: (2019)

Kemeny rule for preference aggregation: Reducing all exact solutions to a single one
από: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Έκδοση: (2021)

Робастный выбор пороговых значений яркости для методов автоматического распознавания дефектов сварного шва диссертация на соискание учёной степени кандидата технических наук спец. 2.3.1
από: Нгуен Дык Кыонг
Έκδοση: (Томск, 2024)

Interval data fusion with preference aggregation
από: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Έκδοση: (2018)

Робастный выбор пороговых значений яркости для методов автоматического распознавания дефектов сварного шва автореферат диссертации на соискание учёной степени кандидата технических наук спец. 2.3.1
από: Нгуен Дык Кыонг
Έκδοση: (Томск, 2024)

Thermography data fusion and nonnegative matrix factorization for the evaluation of cultural heritage objects and buildings
Έκδοση: (2019)

Агрегирование предпочтений в интерпретации данных энергетических обследований
από: Муравьев С. В. Сергей Васильевич
Έκδοση: (2018)

Агрегирование предпочтений при выборе цветовой модели для цифрового цветометрического анализа состава веществ
από: Муравьев С. В. Сергей Васильевич
Έκδοση: (2020)

Lung region segmentation based on computer tomographic images
από: Natzina Juanita Francis
Έκδοση: (2017)

The interval-parametric synthesis of a linear controller based on the coefficient parameters of robust stability and oscillation
από: Gayvoronskiy S. A. Sergey Anatolievich
Έκδοση: (2014)

Multisensor accuracy enhancement on the base of interval voting in form of preference aggregation in WSN for ecological monitoring
από: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Έκδοση: (2015)

Arrangement of dominant poles localization areas of automatic control interval system in specified truncated sector
από: Zamyatin S. V.
Έκδοση: (2007)

Determination of vertex polynomials to analyse robust stability of control systems with interval parameters
Έκδοση: (2020)

Magnetic Fusion Technology
Έκδοση: (2013)

Maximizing stability degree of interval systems using coefficient method
από: Pushkarev M. I. Maksim Ivanovich
Έκδοση: (2012)

Parametric Synthesis of a Robust Controller for Maximising the Response of an Interval Control System
από: Gaivoronsky (Gayvoronsky) S. A. Sergey Anatolievich
Έκδοση: (2022)

Frontiers in Fusion Research II Introduction to Modern Tokamak Physics /
από: Kikuchi, Mitsuru, κ.ά.
Έκδοση: (2015)

Ordinal measurement, preference aggregation and interlaboratory comparisons
από: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Έκδοση: (2013)

Aggregation of manufactured nanoparticles in aqueous solutions of mono- and bivalent electrolytes
Έκδοση: (2015)

Prioritizing sensed data transmission by consensus relation in wireless sensor network
από: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Έκδοση: (2008)

Preference Profile Decomposition When Processing Energy Audit Data by Preference Aggregation Method
από: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Έκδοση: (2019)

Computer-Aided Recognition of Defects in Welded Joints during Visual Inspections Based on Geometric Attributes
από: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Έκδοση: (2020)

Surface Acid-Base Characteristics and their Contribution to Aggregative Stability of Nanoparticles
Έκδοση: (2014)

Maximizing Stability Degree of Control Systems under Interval Uncertainty Using a Coefficient Method
από: Pushkarev M. I. Maksim Ivanovich
Έκδοση: (2014)

Analysis and segmentation of market gadgets for a better night's sleep
από: Sabirova D. T. Diana Tagirovna
Έκδοση: (2017)

Fusion's Promise How Technological Breakthroughs in Nuclear Fusion Can Conquer Climate Change on Earth (And Carry Humans To Mars, Too) /
από: Moynihan, Matthew, κ.ά.
Έκδοση: (2023)

Magnetic Confinement Fusion Driven Thermonuclear Energy
από: Zohuri, Bahman
Έκδοση: (2017)

The microstructure and mechanical properties features of laser welded joints of low-carbon tubular steel
Έκδοση: (2020)

ITER: The Giant Fusion Reactor Bringing a Sun to Earth /
από: Claessens, Michel
Έκδοση: (2020)

Processing Data from Interlaboratory Comparisons by the Method of Preference Aggregation
από: Muravyov (Murav’ev) S. V. Sergey Vasilyevich
Έκδοση: (2016)