Perla Mayo

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Convex Optimisation

Dictionary Learning

Microscopy Images

Top Venues

IEEE Trans. Signal Process.

Publications

Perla Mayo, Matteo Cencini, Ketan Fatania, Carolin M. Pirkl, Marion I. Menzel, Bjoern H. Menze, Michela Tosetti, Mohammad Golbabaee
Deep Image Priors for Magnetic Resonance Fingerprinting with pretrained Bloch-consistent denoising autoencoders. CoRR (2024)
Perla Mayo, Nantheera Anantrasirichai, Thanarat H. Chalidabhongse, Duangdao Palasuwan, Alin Achim
Detection of Parasitic Eggs from Microscopy Images and the emergence of a new dataset. CoRR (2022)
Perla Mayo, Oktay Karakus, Robin Holmes, Alin Achim
Representation Learning via Cauchy Convolutional Sparse Coding. IEEE Access 9 (2021)
Perla Mayo, Oktay Karakus, Robin Holmes, Alin Achim
Representation Learning via Cauchy Convolutional Sparse Coding. CoRR (2020)
Oktay Karakus, Perla Mayo, Alin Achim
Convergence Guarantees for Non-Convex Optimisation With Cauchy-Based Penalties. IEEE Trans. Signal Process. 68 (2020)
Perla Mayo, Robin Holmes, Alin Achim
Iterative Cauchy Thresholding: Regularisation With A Heavy-Tailed Prior. ICIP (2020)
Daniel Valdez Zermeno, Perla Mayo, Lindsay Nicholson, Alin Achim
Super-Resolution OCT Using Sparse Representations and Heavy-Tailed Models. EMBC (2019)
Perla Mayo, Robin Holmes, Alin Achim
Classification of Alzheimer's Disease in MRI based on Dictionary Learning and Heavy Tailed Modelling. EMBC (2019)