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Scopus Author ID: 8729783700
ResearcherID: L-1797-2014

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Spain

Biography

Julio Molleda received his MSc and PhD degrees in Computer Science from the University of Oviedo, Spain, in 2005 and 2008, respectively. He is currently an Associate Professor with the Department of Computer Science and Engineering at the University of Oviedo. In recent years, he has been working on several research projects in machine vision. His current research interests include real-time imaging systems as well as computer vision systems for quality inspection and control in industry.

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Works (44)

ENHANCING EMBEDDED SYSTEMS EDUCATION WITH LARGE LANGUAGE MODELS: A CASE STUDY FOR COURSE DEVELOPMENT AND EVALUATION

2024-07 | Conference paper
DOI: 10.21125/edulearn.2024.1015
Contributors: Julio Molleda; Joaquín Entrialgo; Consolación Gil; Juan Carlos Granda; Rubén Usamentiaga; Antonio García-Cabot
Source: check_circle
Crossref

Monitoring and control of energy consumption in buildings using WoT: A novel approach for smart retrofit

Sustainable Cities and Society
2021-02 | Journal article
DOI: 10.1016/j.scs.2020.102637
Contributors: Daniel Ibaseta; Andrés García; Martín Álvarez; Belén Garzón; Fidel Díez; Pablo Coca; Claudio Del Pero; Julio Molleda
Source: check_circle
Crossref

Calibrating a profile measurement system for dimensional inspection in rail rolling mills

Machine Vision and Applications
2021-01 | Journal article
DOI: 10.1007/s00138-020-01147-5
Contributors: Álvaro F. Millara; Julio Molleda; Rubén Usamentiaga; Daniel F. García
Source: check_circle
Crossref

An Expert System for Building Energy Management Through the Web of Things

2020 | Book chapter
DOI: 10.1007/978-3-030-61705-9_39
Contributors: Daniel Ibaseta; Julio Molleda; Martín Álvarez; Fidel Díez
Source: check_circle
Crossref

Profile Measurement of Rails in a Rolling Mill: Implementing and Evaluating Autonomic Computing Capabilities

IEEE Transactions on Industry Applications
2019-09 | Journal article
DOI: 10.1109/TIA.2019.2919487
Contributors: Alvaro F. Millara; Julio Molleda; Ruben Usamentiaga; Daniel F. Garcia
Source: check_circle
Crossref

Periodic defects in steel strips: Detection through a vision-based technique

IEEE Industry Applications Magazine
2013 | Journal article
DOI:

10.1109/MIAS.2012.2215638
Contributors: Bulnes, F.G.; García, D.F.; Molleda, J.; Rendueles, J.L.; Usamentiaga, R.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Real-time recovery of moving 3D faces for emerging applications

Computers in Industry
2013 | Journal article
DOI:

10.1016/j.compind.2013.03.011
Contributors: Broadbent, L.; Emrith, K.; Molleda, J.; Smith, L.N.; Smith, M.L.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Vision-based sensor for early detection of periodical defects in web materials

Sensors (Switzerland)
2012 | Journal article
DOI:

10.3390/s120810788
Contributors: Bulnes, F.G.; García, D.F.; Molleda, J.; Usamentiaga, R.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

A technique for clustering individual defects from images of steel strips with periodical defects

Proceedings of the 12th IAPR Conference on Machine Vision Applications, MVA 2011
2011 | Journal article
EID: 2-s2.0-84865364033
Contributors: Bulnes, F.G.; Garcia, D.F.; Molleda, J.; Usamentiaga, R.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Parallel training and testing methods for complex image processing algorithms on distributed, heterogeneous, unreliable, and non-dedicated resources

Proceedings of SPIE - The International Society for Optical Engineering
2011 | Journal article
DOI:

10.1117/12.872212
Contributors: Bulnes, F.G.; García, D.F.; Molleda, J.; Sainz, I.; Usamentiaga, R.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Temperature measurement using the wedge method: Comparison and application to emissivity estimation and compensation

IEEE Transactions on Instrumentation and Measurement
2011 | Journal article
DOI:

10.1109/TIM.2010.2089894
Contributors: Bulnes, F.G.; García, D.F.; Molleda, J.; Pérez, J.M.; Usamentiaga, R.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Towards autonomic computing in machine vision applications: Techniques and strategies for in-line 3D reconstruction in harsh industrial environments

Proceedings of SPIE - The International Society for Optical Engineering
2011 | Journal article
DOI:

10.1117/12.872235
Contributors: Bulnes, F.G.; García, D.F.; Molleda, J.; Usamentiaga, R.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Vision-based technique for periodical defect detection in hot steel strips

Conference Record - IAS Annual Meeting (IEEE Industry Applications Society)
2011 | Journal article
DOI:

10.1109/IAS.2011.6074384
Contributors: Bulnes, F.G.; García, D.F.; Molleda, J.; Rendueles, J.L.; Usamentiaga, R.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Real-time assessment of the reliability of welds in steel strips

IEEE Transactions on Industry Applications
2010 | Journal article
DOI:

10.1109/TIA.2009.2036552
Contributors: García, D.F.; Molleda, J.; Usamentiaga, R.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Real-time line scan extraction from infrared images using the wedge method in industrial environments

Journal of Electronic Imaging
2010 | Journal article
DOI:

10.1117/1.3514741
Contributors: García, D.F.; Molleda, J.; Pérez, L.; Usamentiaga, R.; Vecino, G.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Automatic tuning for the segmentation of infrared images considering uncertain ground truth

Journal of Electronic Imaging
2009 | Journal article
DOI:

10.1117/1.3059579
Contributors: García, D.F.; Molleda, J.; Usamentiaga, R.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Objective comparison of edge detection assessment methods based on genetic optimization

Journal of Electronic Imaging
2009 | Journal article
DOI:

10.1117/1.3155514
Contributors: García, D.F.; Molleda, J.; Usamentiaga, R.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Real-time adaptive method for noise filtering of a stream of thermographic line scans based on spatial overlapping and edge detection

Journal of Electronic Imaging
2008 | Journal article
DOI:

10.1117/1.2952844
Contributors: García, D.F.; Molleda, J.; Usamentiaga, R.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Uncertainty analysis in spatial thermal measurements using infrared line scanners

IEEE Transactions on Instrumentation and Measurement
2008 | Journal article
DOI:

10.1109/TIM.2008.919008
Contributors: Garcia, D.F.; Molleda, J.; Usamentiaga, R.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Real-time assessment of the reliability of welds in steel strips

Conference Record - IAS Annual Meeting (IEEE Industry Applications Society)
2007 | Journal article
EID: 2-s2.0-48949088361
Contributors: García, D.F.; Molleda, J.; Usamentiaga, R.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Compensation for uneven temperature in flatness control systems for steel strips

Conference Record - IAS Annual Meeting (IEEE Industry Applications Society)
2006 | Journal article
DOI:

10.1109/IAS.2006.256569
Contributors: García, D.F.; González, D.; Molleda, J.; Usamentiaga, R.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Pattern recognition for infrared profiles of steel strips based on fuzzy knowledge

Proceedings of 2006 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA 2006
2006 | Journal article
DOI:

10.1109/CIMSA.2006.250759
Contributors: García, D.F.; González, D.; Molleda, J.; Usamentiaga, R.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Spatial calibration procedure for infrared line scanners

Conference Record - IEEE Instrumentation and Measurement Technology Conference
2006 | Journal article
DOI:

10.1109/IMTC.2006.236801
Contributors: García, D.F.; González, D.; Molleda, J.; Usamentiaga, R.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Fuzzy-based approach to real-time detection of steel strips defective welds

Proceedings of the 2005 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA 2005
2005 | Journal article
DOI:

10.1109/CIMSA.2005.1522854
Contributors: García, D.F.; González, D.; González, J.A.; Molleda, J.; Peteira, I.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

Performance comparison of the communication technologies used in distributed computer systems development

WSEAS Transactions on Computers
2005 | Journal article
EID: 2-s2.0-24644509386
Contributors: Garcia, D.F.; Molleda, J.; Peteira, I.; Uria, C.
Source: Self-asserted source
Julio Molleda via Scopus - Elsevier

<title>A flexible software architecture for scalable real-time image and video processing applications</title>

Conference paper
DOI:

http://dx.doi.org/10.1117/12.921397
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 2)‎

<title>Real-time line scan extraction from infrared images using the wedge method in industrial environments</title>

Conference paper
DOI:

http://dx.doi.org/10.1117/12.765579
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 2)‎

A fast and robust decision support system for in-line quality assessment of resistance seam welds in the steelmaking industry

Journal article
DOI:

http://dx.doi.org/10.1016/j.compind.2012.01.003
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 2)‎

A quality inspection system for resistance seam welds in endless production of steel coils using anomaly detection techniques

Conference paper
DOI:

http://dx.doi.org/10.1109/ias.2012.6374073
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 3)‎

An improved 3D imaging system for dimensional quality inspection of rolled products in the metal industry

Journal article
DOI:

http://dx.doi.org/10.1016/j.compind.2013.05.002
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 2)‎

Comparing temperature measurement using infrared line scanners and the wedge method

Conference paper
DOI:

http://dx.doi.org/10.1109/imtc.2010.5488294
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 3)‎

Detection of periodical patterns in the defects identified by computer vision systems

Conference paper
DOI:

http://dx.doi.org/10.1109/isda.2011.6121672
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 3)‎

Fast and robust laser stripe extraction for 3D reconstruction in industrial environments

Journal article
DOI:

http://dx.doi.org/10.1007/s00138-010-0288-6
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 2)‎

Jam detector for steel pickling lines using machine vision

Conference paper
DOI:

http://dx.doi.org/10.1109/ias.2012.6374071
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 3)‎

Jam Detector for Steel Pickling Lines Using Machine Vision

Journal article
DOI:

http://dx.doi.org/10.1109/tia.2013.2259786
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 2)‎

Machine Vision System for Flatness Control Feedback

Conference paper
DOI:

http://dx.doi.org/10.1109/icmv.2009.14
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 3)‎

Real-Time Assessment of the Reliability of Welds in Steel Strips

Conference paper
DOI:

http://dx.doi.org/10.1109/07ias.2007.65
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 2)‎

Real-time flatness inspection of rolled products based on optical laser triangulation and three-dimensional surface reconstruction

Journal article
DOI:

http://dx.doi.org/10.1117/1.3455987
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 2)‎

Shape Measurement of Steel Strips Using a Laser-Based Three-Dimensional Reconstruction Technique

Journal article
DOI:

http://dx.doi.org/10.1109/tia.2011.2155019
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 3)‎

Shape Measurement of Steel Strips Using a Laser-Based Three-Dimensional Reconstruction Technique

Conference paper
DOI:

http://dx.doi.org/10.1109/ias.2010.5615470
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 3)‎

Temperature Measurement of Molten Pig Iron With Slag Characterization and Detection Using Infrared Computer Vision

Journal article
DOI:

http://dx.doi.org/10.1109/tim.2011.2178675
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 2)‎

Temperature measurement of streams of molten pig iron during pouring using infrared computer vision

Conference paper
DOI:

http://dx.doi.org/10.1109/imtc.2011.5944030
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 2)‎

Uncertainty analysis in 3D shape measurement of steel strips using laser range finding

Conference paper
DOI:

http://dx.doi.org/10.1109/imtc.2011.5944070
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 3)‎

Uncertainty Propagation Analysis in 3-D Shape Measurement Using Laser Range Finding

Journal article
DOI:

http://dx.doi.org/10.1109/tim.2011.2180964
Source: Self-asserted source
Julio Molleda
grade
Preferred source (of 3)‎
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