Mr. Piotr Chudzik Profile

Piotr Chudzik

Doctoral Candidate at Univ of Lincoln

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Publications (3)

Proceedings Article | 2 March 2018 Paper

Exudate segmentation using fully convolutional neural networks and inception modules

Piotr Chudzik, Somshubra Majumdar, Francesco Caliva, Bashir Al-Diri, Andrew Hunter

Proceedings Volume 10574, 1057430 (2018) https://doi.org/10.1117/12.2293549

KEYWORDS: Image segmentation, Convolutional neural networks, Medical imaging, Photography, Machine learning, Image classification, Image processing algorithms and systems, Computer science

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Proceedings Article | 2 March 2018 Presentation + Paper

Microaneurysm detection using deep learning and interleaved freezing

Piotr Chudzik, Somshubra Majumdar, Francesco Caliva, Bashir Al-Diri, Andrew Hunter

Proceedings Volume 10574, 105741I (2018) https://doi.org/10.1117/12.2293520

KEYWORDS: Feature extraction, Image segmentation, Convolutional neural networks, Detection and tracking algorithms, Image processing algorithms and systems, Medical imaging

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Proceedings Article | 24 February 2017 Paper

Learning deep similarity in fundus photography

Piotr Chudzik, Bashir Al-Diri, Francesco Caliva, Giovanni Ometto, Andrew Hunter

Proceedings Volume 10133, 101332A (2017) https://doi.org/10.1117/12.2254286

KEYWORDS: Convolutional neural networks, Photography, Medical imaging, Neural networks, Pattern recognition, Machine vision, Computer vision technology, Visualization, Image analysis, Image retrieval, Content based image retrieval, Image segmentation, Image visualization, Network architectures, Visual process modeling, Neurons, Convolution

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