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Miguel Angel Lopez-Montiel
Doctor of Science at Instituto Politécnico Nacional
SPIE Involvement:
Author
Area of Expertise:
Machine Learning , Deep Learning , Computer Vision , Real-Time , Embedded Systems , Robotics
Publications (3)
Proceedings Article | 30 September 2024 Presentation + Paper
Weight adjustment of the quantum layer in a hybrid model for skin cancer image classification
Daniel Alejandro Lopez, Oscar Montiel, Miguel Lopez-Montiel, Oscar Castillo
Proceedings Volume 13136, 131360I (2024) https://doi.org/10.1117/12.3027860
KEYWORDS: Quantum modeling, Education and training, Data modeling, Tumor growth modeling, Skin cancer, Quantum deep learning, Quantum data, Image classification, Feature extraction, Performance modeling, Deep learning, Deep convolutional neural networks, Hybrid quantum computing systems
Proceedings Article | 4 October 2023 Presentation + Paper
Quantum computing meets skin cancer diagnosis
Daniel Alejandro Lopez, Oscar Montiel, Miguel Lopez-Montiel, Oscar Castillo
Proceedings Volume 12673, 126730J (2023) https://doi.org/10.1117/12.2675446
KEYWORDS: Deep learning, Quantum modeling, RGB color model, Skin cancer, Convolution, Quantum machine learning, Image classification, Quantum computing
Proceedings Article | 6 September 2019 Presentation + Paper
Evaluation of algorithms for traffic sign detection
Proceedings Volume 11136, 111360M (2019) https://doi.org/10.1117/12.2529709
KEYWORDS: Image segmentation, Image enhancement, Light sources and illumination, Image contrast enhancement, RGB color model, Convolutional neural networks, Roads, Detection and tracking algorithms, Machine learning
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