Luis A. Zavala-Mondragón

Postdoc, Electrical Engineering, Eindhoven University of Technology

Joined

April 2022

Names

Luis A. Zavala-Mondragón (Preferred)

Luis Albert Zavala Mondragon

Luis Albert Zavala-Mondragón

Emails

****@tue.nl (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Postdoc

Electrical Engineering, Eindhoven University of Technology (tue.nl)

2024 – Present

PhD student

Electrical Engineering, Eindhoven University of Technology (tue.nl)

2019 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Peter H.N. de With

2019 – 2023

Expertise

Computer vision

2019 – Present

Deep learling

2018 – Present

Publications

Segmentation CNNs are denoising models
Luis A. Zavala-Mondragón, Ruud Van Sloun, Peter H.N. de With, Fons van der Sommen
- ICML 2024 MI Workshop Poster
- Readers: Everyone
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. 2023
- Readers: Everyone
On the performance of learned and fixed-framelet shrinkage networks for low-dose CT denoising
Luis Albert Zavala Mondragon, Peter H.N. de With, Fons van der Sommen
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
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
- Readers: Everyone
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
- Medical Imaging: Image Processing 2021
- Readers: Everyone
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
- EMBC 2021
- Readers: Everyone
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
- Readers: Everyone
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
- ISBI 2020
- Readers: Everyone
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
- MLSP 2020
- Readers: Everyone
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
- Readers: Everyone