Measurements and instrumentation for machine vision
Machine learning approaches for single photon direct time of flight imaging / Jack Iain MacLean, Brian Stewart and Istvan Gyongy -- Experimental evaluation of depth measurements accuracy in indoor and outdoor environments / Wendy García-Gonzalez, Wendy Flores-Fuentes, Oleg Sergiyenko, Julio C Rodríg...
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| Weitere Verfasser: | , , , |
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| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Boca Raton, London, New York
CRC Press, Taylor & Francis Group
2024
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| Ausgabe: | First edition |
| Schlagworte: | |
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Tag hinzufügen | Zusammenfassung: | Machine learning approaches for single photon direct time of flight imaging / Jack Iain MacLean, Brian Stewart and Istvan Gyongy -- Experimental evaluation of depth measurements accuracy in indoor and outdoor environments / Wendy García-Gonzalez, Wendy Flores-Fuentes, Oleg Sergiyenko, Julio C Rodríguez-Quiñonez, Jesús E Miranda-Vega, Arnoldo Díaz-Ramirez and Marina Kolendovska -- Design and evaluation support system for convolutional neural network, support vector machine and convolutional autoencoder / Fusaomi Nagata, Kento Nakashima, Kohei Miki, Koki Arima, Tatsuki Shimizu, Keigo Watanabe and Maki K Habib -- Classification of objects in IR images using wavelet filters based on lifting scheme / Daniel Trevino-Sanchez and Vicente Alarcon-Aquino -- Image dataset augmentation : a survey and taxonomy / Sergey Nesteruk, Svetlana Illarionova and Andrey Somov -- A filter-based feature selection framework for vehicle non-vehicle classification / Atikul Islam, Saurav Mallik, Arup Roy, Maroi Agrebi and Pawan Kumar Singh -- Augmented visual inertial wheel odometry through slip compensation / Niraj Reginald, Omar Al-Buraiki, Baris Fidan and Ehsan Hashemi -- Methodology for developing models of image color of terrain with landmarks for their detection and recognition by autonomous mobile robots / Oleksandr Poliarus and Yevhen Poliakov -- Machine vision : a measurement tool for agricultural automation / Duke M Bulanon, Isaac Compher, Garrisen Cizmich, Joseph Ichiro Bulanon and Brice Allen -- Occlusion-aware disparity-based direct visual servoing of mobile robots / Xiule Fan, Baris Fidan and Soo Jeon -- Development of software and hardware systems for visualization of sediments inside vortex chambers / DO Semenov, SV Dvoinishnikov, VG Meledin, VV Rakhmanov, GV Bakakin, VA Pavlov and IK Kabardin -- Machine vision for astronomical images using the modern image processing algorithms implemented in the CoLiTec software / Sergii Khlamov, Vadym Savanevych, Iryna Tabakova, Vladimir Kartashov, Tetiana Trunova and Marina Kolendovska -- Gallium oxide UV sensing in contemporary applications / Naif H Al-Hardan, Muhammad Azmi Abdul Hamid, Chaker Tlili, Azman Jalar, Mohd Firdaus Raih and Naser M Ahmed -- Technical vision system for alive human detection in an optically opaque environment / Oleg Sytnik and Vladimir Kartashov -- The best linear solution for a camera and an inertial measurement unit calibration / Miti Ruchanurucks, Ratchakorn Srihera and Surangrak Sutiworwan -- Methods of forming and selecting a reference image to provide high-speed navigation for maneuvering aircraft / Sotnikov Oleksandr, Tymochko Oleksandr, Tiurina Valeriia, Trystan Andriy, Dmitriev Oleg, Olizarenko Serhij, Afanasiev Volodymyr, Fustii Vadim and Stepanenko Dmitryy -- Application of fibre bragg grating arrays for medical diagnosis and rehabilitation purposes / Manish Mishra and Prasant Kumar Sahu. "Measurements and Instrumentation for Machine Vision" is a comprehensive reference book that addresses the field of machine vision and its significance in cyber-physical systems. The book aims to provide advanced students, early career researchers, and established scholars with state-of-the-art knowledge and novel content related to the implementation of machine vision in engineering, scientific knowledge, and technological innovation. The book emphasizes the crucial role of machine vision in Industry 4.0 and Society 5.0, where the integration of virtual and real-world environments becomes essential. It explores the multidisciplinary nature of machine vision, involving electronic and mechatronic devices, artificial intelligence algorithms, embedded systems, control systems, robotics, interconnectivity, data science, and cloud computing"-- |
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| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | xvii, 447 Seiten Illustrationen, Diagramme 24 cm |
| ISBN: | 9781032381619 978-1-032-38161-9 9781032381633 978-1-032-38163-3 |