Iterative Cauchy Thresholding: Regularisation With A Heavy-Tailed Prior
Mayo, Perla, Holmes, Robin, Achim, Alin
Published in 2020 IEEE International Conference on Image Processing (ICIP) (01.10.2020)
Published in 2020 IEEE International Conference on Image Processing (ICIP) (01.10.2020)
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Conference Proceeding
Deep Image Priors for Magnetic Resonance Fingerprinting with Pretrained Bloch-Consistent Denoising Autoencoders
Mayo, Perla, Cencini, Matteo, Fatania, Ketan, Pirkl, Carolin M., Menzel, Marion I., Menze, Bjoern H., Tosetti, Michela, Golbabaee, Mohammad
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
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Conference Proceeding
Classification of Alzheimer's Disease in MRI based on Dictionary Learning and Heavy Tailed Modelling
Mayo, Perla, Holmes, Robin, Achim, Alin
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
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Conference Proceeding
Journal Article
Improved Patch Denoising Diffusion Probabilistic Models for Magnetic Resonance Fingerprinting
Mayo, Perla, Pirkl, Carolin M, Achim, Alin, Menze, Bjoern H, Golbabaee, Mohammad
Year of Publication 29.10.2024
Year of Publication 29.10.2024
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Journal Article
Super-Resolution OCT Using Sparse Representations and Heavy-Tailed Models
Zermeno, Daniel Valdez, Mayo, Perla, Nicholson, Lindsay, Achim, Alin
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
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Conference Proceeding
Journal Article
StoDIP: Efficient 3D MRF image reconstruction with deep image priors and stochastic iterations
Mayo, Perla, Cencini, Matteo, Pirkl, Carolin M, Menzel, Marion I, Tosetti, Michela, Menze, Bjoern H, Golbabaee, Mohammad
Year of Publication 05.08.2024
Year of Publication 05.08.2024
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Journal Article
Deep Image Priors for Magnetic Resonance Fingerprinting with pretrained Bloch-consistent denoising autoencoders
Mayo, Perla, Cencini, Matteo, Fatania, Ketan, Pirkl, Carolin M, Menzel, Marion I, Menze, Bjoern H, Tosetti, Michela, Golbabaee, Mohammad
Year of Publication 29.07.2024
Year of Publication 29.07.2024
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Journal Article
Convergence Guarantees for Non-Convex Optimisation with Cauchy-Based Penalties
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Paper
Journal Article
Detection of Parasitic Eggs from Microscopy Images and the emergence of a new dataset
Mayo, Perla, Anantrasirichai, Nantheera, Chalidabhongse, Thanarat H, Palasuwan, Duangdao, Achim, Alin
Year of Publication 06.03.2022
Year of Publication 06.03.2022
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Journal Article
Iterative Cauchy Thresholding: Regularisation with a heavy-tailed prior
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Paper
Journal Article
Deep Image Priors for Magnetic Resonance Fingerprinting with pretrained Bloch-consistent denoising autoencoders
Mayo, Perla, Cencini, Matteo, Fatania, Ketan, Pirkl, Carolin M, Menzel, Marion I, Menze, Bjoern H, Tosetti, Michela, Golbabaee, Mohammad
Published in arXiv.org (29.07.2024)
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Published in arXiv.org (29.07.2024)
Paper