Luis Albert Zavala-Mondragón

According to our database, Luis Albert Zavala-Mondragón authored at least 9 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Signal Processing Interpretation of Noise-Reduction Convolutional Neural Networks: Exploring the mathematical formulation of encoding-decoding CNNs.

Luis Albert Zavala-Mondragón, Peter H. N. de With, Fons van der Sommen

IEEE Signal Process. Mag., November, 2023

A signal processing interpretation of noise-reduction convolutional neural networks.

Luis Albert Zavala-Mondragón, Peter H. N. de With, Fons van der Sommen

CoRR, 2023

2022

Noise Reduction in CT Using Learned Wavelet-Frame Shrinkage Networks.

Luis Albert Zavala-Mondragón, Peter M. J. Rongen, Javier Oliván Bescós, Peter H. N. de With, Fons van der Sommen

IEEE Trans. Medical Imaging, 2022

2021

Image Noise Reduction Based on a Fixed Wavelet Frame and CNNs Applied to CT.

Luis Albert Zavala-Mondragón, Peter H. N. de With, Fons van der Sommen

IEEE Trans. Image Process., 2021

Iterative reconstruction anti-correlated ROF model for noise reduction in dual-energy CBCT imaging.

Luis Albert Zavala-Mondragón, Klaus J. Engel, Bernd Menser, Danny Ruijters, Peter H. N. de With, Fons van der Sommen

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Conditional Generative Adversarial Networks for low-dose CT image denoising aiming at preservation of critical image content.

Koen C. Kusters, Luis Albert Zavala-Mondragón, Javier Oliván Bescós, Peter M. J. Rongen, Peter H. N. de With, Fons van der Sommen

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

CNN-SkelPose: a CNN-based skeleton estimation algorithm for clinical applications.

Luis Albert Zavala-Mondragón, Bishal Lamichhane, Lu Zhang, Gerard de Haan

J. Ambient Intell. Humaniz. Comput., 2020

Dual-Energy CBCT Pre-Spectral-Decomposition Filtering with Wavelet Shrinkage Networks.

Luis Albert Zavala-Mondragón, Danny Ruijters, Peter van de Haar, Peter H. N. de With, Fons van der Sommen

Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

Robust Algorithm for Denoising of Photon-Limited Dual-Energy Cone Beam CT Projections.

Luis Albert Zavala-Mondragón, Fons van der Sommen, Danny Ruijters, Klaus J. Engel, Heidrun Steinhauser, Peter H. N. de With

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020