Christian Mata

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 17

Top Topics

Video Stabilization

Image Segmentation

Top Venues

Publications

Daniela Herrera, Francisco Javier Lopez-Tiro, Josep Munuera, Christian Mata, Miguel González-Mendoza, Gilberto Ochoa-Ruiz
Image Enhancement and Segmentation of Magnetic Resonance Cerebral Vessels Through Conventional and Deep Learning Techniques. CBMS (2024)
Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Mata
Assessing the Performance of Deep Learning-Based Models for Prostate Cancer Segmentation Using Uncertainty Scores. CaPTion@MICCAI (2023)
Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Miguel González-Mendoza, Christian Mata, Gilberto Ochoa-Ruiz
FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation. CoRR (2023)
Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Miguel González-Mendoza, Christian Mata, Gilberto Ochoa-Ruiz
FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation. MICAI (2) (2023)
David Rabanaque, Maria Regalado, Raul Benitez, Sonia Rabanaque, Thais Agut, Nuria Carreras, Christian Mata
Semi-Automatic GUI Platform to Characterize Brain Development in Preterm Children Using Ultrasound Images. J. Imaging 9 (7) (2023)
Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Mata
Assessing the performance of deep learning-based models for prostate cancer segmentation using uncertainty scores. CoRR (2023)
Daniela Herrera, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Stephan-Otto, Christian Mata
Impact of Loss Function in Deep Learning Methods for Accurate Retinal Vessel Segmentation. MICAI (1) (2022)
Daniela Herrera, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Mata
Impact of loss function in Deep Learning methods for accurate retinal vessel segmentation. CoRR (2022)
Pablo Cesar Quihui-Rubio, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Gerardo Rodriguez-Hernandez, Christian Mata
Comparison of automatic prostate zones segmentation models in MRI images using U-net-like architectures. CoRR (2022)
Christian Mata, Josep Munuera, Alain Lalande, Gilberto Ochoa-Ruiz, Raul Benitez
MedicalSeg: A Medical GUI Application for Image Segmentation Management. Algorithms 15 (6) (2022)
Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz, Christian Mata, Joaquim Casal, Miguel González-Mendoza, Luis Eduardo Falcón-Morales
Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation Methods. CoRR (2022)
Pablo Cesar Quihui-Rubio, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Gerardo Rodriguez-Hernandez, Christian Mata
Comparison of Automatic Prostate Zones Segmentation Models in MRI Images Using U-net-like Architectures. MICAI (1) (2022)
Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz, Christian Mata, Miguel González-Mendoza, Luis Eduardo Falcón-Morales
Comparing ML based Segmentation Models on Jet Fire Radiation Zone. CoRR (2021)
Mario Miguel Valero, Steven Verstockt, Bret Butler, Dan Jimenez, Oriol Rios, Christian Mata, Lloyd Queen, Elsa Pastor, Eulàlia Planas
Thermal Infrared Video Stabilization for Aerial Monitoring of Active Wildfires. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz, Christian Mata, Miguel González-Mendoza, Luis Eduardo Falcón-Morales
Comparing Machine Learning Based Segmentation Models on Jet Fire Radiation Zones. MICAI (1) (2021)
Mario Miguel Valero, Steven Verstockt, Christian Mata, Dan Jimenez, Lloyd Queen, Oriol Rios, Elsa Pastor, Eulàlia Planas
Image Similarity Metrics Suitable for Infrared Video Stabilization during Active Wildfire Monitoring: A Comparative Analysis. Remote. Sens. 12 (3) (2020)
Christian Mata, Alain Lalande, Paul Michael Walker, Arnau Oliver, Joan Martí
Semi-automated labelling of medical images: benefits of a collaborative work in the evaluation of prostate cancer in MRI. CoRR (2017)
Christian Mata, Arnau Oliver, Albert Torrent, Joan Martí
MammoApplet: An interactive Java applet tool for manual annotation in medical imaging. BIBE (2012)