Recent Publications

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• A. Tzelepakis, L. Leontaris, N. Dimitriou, E. Koukidou, D. Bollas, A. Karamanidis, D. Tzovaras, "AUTOMATED DEFECT DETECTION IN BATTERY LINE ASSEMBLY VIA DEEP LEARNING ANALYSIS.",SMART 2023, 10th ECCOMAS Thematic Conference on Smart Structures and Materials, 03-05 July 2023, Patras, Greece. DOI: 10.7712/150123.9868.444540
• L. Leontaris, N. Dimitriou, A. Nikolousis, D. Tzovaras, E. Papageorgiou, "Inspection Of Surface Defects In Metal Processing Industry Using Unet-Based Architectures.", In 10th ECCOMAS Thematic Conference on Smart Structures and Materials. 10th ECCOMAS Thematic Conference on Smart Structures and Materials. Dept. of Mechanical Engineering & Aeronautics University of Patras. https://doi.org/10.7712/150123.9870.444670
• L. Leontaris, A. Mitsiaki, P. Charalampous, N. Dimitriou, E. Leivaditou, A. Karamanidis, G. Margetis, K. C. Apostolakis, S. Pantoja, C. Stephanidis, D. Tzovaras, E. Papageorgiou, "A blockchain-enabled deep residual architecture for accountable, in-situ quality control in industry 4.0 with minimal latency.", In Computers in Industry (Vol. 149, p. 103919). Elsevier BV. https://doi.org/10.1016/j.compind.2023.103919
• A. Evangelidis, N. Dimitriou, L. Leontaris, D. Ioannidis, G. Tinker, D. Tzovaras, "A Deep Regression Framework Towards Laboratory Accuracy in the Shop Floor of Microelectronics", . IEEE Transactions on Industrial Informatics. 2022.
• L. Leontaris, N. Dimitriou, D. Ioannidis, K. Votis, D. Tzovaras, E. Papageorgiou, "An Autonomous Illumination System for Vehicle Documentation Based on Deep Reinforcement Learning.", IEEE Access, 9, pp.75336-75348 (2021)