Search Results - "Martín, Juan José Aguilar"

A survey on generative adversarial networks for imbalance problems in computer vision tasks by Sampath, Vignesh, Maurtua, Iñaki, Aguilar Martín, Juan José, Gutierrez, Aitor

“…Any computer vision application development starts off by acquiring images and data, then preprocessing and pattern recognition steps to perform a task. When…”
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Design and mechanical evaluation of a capacitive sensor-based indexed platform for verification of portable coordinate measuring instruments by Avila, Agustín Brau, Mazo, Jorge Santolaria, Martín, Juan José Aguilar

“…During the last years, the use of Portable Coordinate Measuring Machines (PCMMs) in industry has increased considerably, mostly due to their flexibility for…”
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Intraclass Image Augmentation for Defect Detection Using Generative Adversarial Neural Networks by Sampath, Vignesh, Maurtua, Iñaki, Aguilar Martín, Juan José, Iriondo, Ander, Lluvia, Iker, Aizpurua, Gotzone

“…Surface defect identification based on computer vision algorithms often leads to inadequate generalization ability due to large intraclass variation. Diversity…”
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Machine Learning in Manufacturing towards Industry 4.0: From ‘For Now’ to ‘Four-Know’ by Chen, Tingting, Sampath, Vignesh, May, Marvin Carl, Shan, Shuo, Jorg, Oliver Jonas, Aguilar Martín, Juan José, Stamer, Florian, Fantoni, Gualtiero, Tosello, Guido, Calaon, Matteo

“…While attracting increasing research attention in science and technology, Machine Learning (ML) is playing a critical role in the digitalization of…”
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Development of a new calibration procedure and its experimental validation applied to a human motion capture system by Royo Sánchez, Ana Cristina, Aguilar Martín, Juan José, Santolaria Mazo, Jorge

“…Motion capture systems are often used for checking and analyzing human motion in biomechanical applications. It is important, in this context, that the systems…”
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Self-centering probes with parallel kinematics to verify machine-tools by Trapet, Eugen, Aguilar Martín, Juan-José, Yagüe, José-Antonio, Spaan, Henny, Zelený, Vit

“…In this paper, a new type of self-centering probe is presented to verify the performance of machine-tools in an efficient and rapid way using ball artifacts. A…”
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Attention-Guided Multitask Learning for Surface Defect Identification by Sampath, Vignesh, Maurtua, Iñaki, Martín, Juan José Aguilar, Rivera, Andoni, Molina, Jorge, Gutierrez, Aitor

“…Surface defect identification is an essential task in the industrial quality control process, in which visual checks are conducted on a manufactured product to…”
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Attention Guided Multi-Task Learning for Surface defect identification by Sampath, Vignesh, Maurtua, Inaki, Martin, Juan Jose Aguilar, Rivera, Andoni, Molina, Jorge, Gutierrez, Aitor

“…Surface defect identification is an essential task in the industrial quality control process, in which visual checks are conducted on a manufactured product to…”
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Spatial resolution-based kinematic design of a parallel positioning platform by Majarena, Ana Cristina, Santolaria, Jorge, Samper, David, Aguilar Martin, Juan Jose

“…This paper presents a new algorithm for designing a two degrees-of-freedom platform, based on parallel kinematics, for the positioning and orientation of two…”
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Vision Transformer based knowledge distillation for fasteners defect detection by Sampath, Vignesh, Maurtua, Inaki, Martin, Juan Jose Aguilar, Iriondo, Ander, Lluvia, Iker, Rivera, Andoni

“…Computer vision based visual inspection systems are gaining enormous importance for manufacturing quality control in recent years due to the advent of…”
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