Our paper On the Duality Between Retinex and Image Dehazing, accepted to CVPR 2018
Published:
Posts by Tags
CVPR
adversarial
Slides, updated arxiv and train-test splits available for our Adversarial RGB to Hyperspectral paper
Published:
agro
New journal paper on deep learning-based plant disease detection in the wild
Published:
Our paper “Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild” just got accepted for publication at the Computers and Electronics in Agriculture journal.
(Read more)New journal paper accepted in Computers and Electronics in Agriculture
Published:
We just got a new paper published in next June’s issue of the Computers and Electronics in Agriculture journal! This paper is the first result of our collaboration with BASF on the detection of diseases in crops by means of mobile imaging devices.
(Read more)basf
New journal paper on deep learning-based plant disease detection in the wild
Published:
Our paper “Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild” just got accepted for publication at the Computers and Electronics in Agriculture journal.
(Read more)New journal paper accepted in Computers and Electronics in Agriculture
Published:
We just got a new paper published in next June’s issue of the Computers and Electronics in Agriculture journal! This paper is the first result of our collaboration with BASF on the detection of diseases in crops by means of mobile imaging devices.
(Read more)blur
New journal paper on synthetic image blurring for self-supervised deep blur detection
Published:
Our paper “Self-Supervised Blur Detection from Synthetically Blurred Scenes” just got accepted for publication at the Image and Vision Computing journal (Q1).
(Read more)blur detection
New journal paper on synthetic image blurring for self-supervised deep blur detection
Published:
Our paper “Self-Supervised Blur Detection from Synthetically Blurred Scenes” just got accepted for publication at the Image and Vision Computing journal (Q1).
(Read more)blur segmentation
New journal paper on synthetic image blurring for self-supervised deep blur detection
Published:
Our paper “Self-Supervised Blur Detection from Synthetically Blurred Scenes” just got accepted for publication at the Image and Vision Computing journal (Q1).
(Read more)cnn
New journal paper on synthetic image blurring for self-supervised deep blur detection
Published:
Our paper “Self-Supervised Blur Detection from Synthetically Blurred Scenes” just got accepted for publication at the Image and Vision Computing journal (Q1).
(Read more)PLOS ONE paper on deep learning techniques for the detection of lethal ventricular arrhythmia on out-of-hospital cardiac arrest patients
Published:
Our paper “Mixed Convolutional and Long Short-Term Memory Network for the Detection of Lethal Ventricular Arrhythmia” was just published on PLOS ONE.
(Read more)New journal paper on deep learning-based plant disease detection in the wild
Published:
Our paper “Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild” just got accepted for publication at the Computers and Electronics in Agriculture journal.
(Read more)Tecnalia’s deep learning-based Surface Inspection system SURFIN featured in Vision Systems Design
Published:
Tecnalia’s surface inspection system for hot long metal products SURFIN is migrating to a deep learning-based solution using Convolutional Neural Networks, and the December 2016 issue of Vision Systems Design includes an article on it with some design and performance details.
color
Slides, updated arxiv and train-test splits available for our Adversarial RGB to Hyperspectral paper
Published:
computer vision
PhD defended!
Published:
Last Tuesday, July 19th 2022, I successfully defended my PhD dissertation at CVC (Barcelona), obtaining an Excellent Cum Laude grade. The thesis is titled “Self-supervised learning for image-to-image translation in the small data regime” and was developed at Computer Vision Center’s Learning And Machine Perception (LAMP) team and Tecnalia, under the supervision of Joost van de Weijer and Estibaliz Garrote. Many thanks to both!
(Read more)conferences
Our paper On the Duality Between Retinex and Image Dehazing, accepted to CVPR 2018
Published:
convolutional neural nets
New journal paper on synthetic image blurring for self-supervised deep blur detection
Published:
Our paper “Self-Supervised Blur Detection from Synthetically Blurred Scenes” just got accepted for publication at the Image and Vision Computing journal (Q1).
(Read more)PLOS ONE paper on deep learning techniques for the detection of lethal ventricular arrhythmia on out-of-hospital cardiac arrest patients
Published:
Our paper “Mixed Convolutional and Long Short-Term Memory Network for the Detection of Lethal Ventricular Arrhythmia” was just published on PLOS ONE.
(Read more)New journal paper on deep learning-based plant disease detection in the wild
Published:
Our paper “Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild” just got accepted for publication at the Computers and Electronics in Agriculture journal.
(Read more)cvc
Joining LAMP team at Computer Vision Center-Barcelona as PhD candidate
Published:
I have been officially admitted as PhD student at the Universitat Autònoma de Barcelona. I will be joining Computer Vision Center’s LAMP (Learning And Machine Perception) team under the supervision of Joost van de Weijer to work on deep learning.
deep learning
PhD defended!
Published:
Last Tuesday, July 19th 2022, I successfully defended my PhD dissertation at CVC (Barcelona), obtaining an Excellent Cum Laude grade. The thesis is titled “Self-supervised learning for image-to-image translation in the small data regime” and was developed at Computer Vision Center’s Learning And Machine Perception (LAMP) team and Tecnalia, under the supervision of Joost van de Weijer and Estibaliz Garrote. Many thanks to both!
(Read more)Invited talk on deep learning at the Faculty of Science and Technology (UPV/EHU)
Published:
Next Wednesday, October 2nd, I’ll be giving an introductory talk to Deep Learning techniques at the Faculty of Science and Technology of the University of the Basque Country (UPV/EHU).
(Read more)New journal paper on synthetic image blurring for self-supervised deep blur detection
Published:
Our paper “Self-Supervised Blur Detection from Synthetically Blurred Scenes” just got accepted for publication at the Image and Vision Computing journal (Q1).
(Read more)PLOS ONE paper on deep learning techniques for the detection of lethal ventricular arrhythmia on out-of-hospital cardiac arrest patients
Published:
Our paper “Mixed Convolutional and Long Short-Term Memory Network for the Detection of Lethal Ventricular Arrhythmia” was just published on PLOS ONE.
(Read more)Introduction to deep learning. The techniques enabling the current Artificial Intelligence revolution
Published:
Next Tuesday, October 9th, I’ll be giving an introductory talk to Deep Learning techniques within SPRI’s Enpresa Digitala initiative. It will take place at the building 204 of the Science Park of Biscay. Info and registrations: http://www.spri.eus/euskadinnova/es/enpresa-digitala/agenda/deep-learning-tecnicas-tras-revolucion-inteligencia-artificial/14624.aspx.
New journal paper on deep learning-based plant disease detection in the wild
Published:
Our paper “Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild” just got accepted for publication at the Computers and Electronics in Agriculture journal.
(Read more)
Our paper Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB, accepted at ICCV 2017 Workshop on Physics-Based Vision meets Deep Learning
Published:
Workshop on deep learning at tecnalia
Published:
I will be giving an introductory talk to deep learning next Thursday, June 1st 2017, as part of the workshop on deep learning that we are organizing at tecnalia.
(Read more)New post on deep learning on Tecnalia’s Inspiring Blog
Published:
Our colleague at Tecnalia’s computer vision group, Estibaliz Garrote, shares a post on the deep learning revolution on Tecnalia’s Inspiring Blog:
Tecnalia’s deep learning-based Surface Inspection system SURFIN featured in Vision Systems Design
Published:
Tecnalia’s surface inspection system for hot long metal products SURFIN is migrating to a deep learning-based solution using Convolutional Neural Networks, and the December 2016 issue of Vision Systems Design includes an article on it with some design and performance details.
defocus blur
New journal paper on synthetic image blurring for self-supervised deep blur detection
Published:
Our paper “Self-Supervised Blur Detection from Synthetically Blurred Scenes” just got accepted for publication at the Image and Vision Computing journal (Q1).
(Read more)dehazing
Our paper On the Duality Between Retinex and Image Dehazing, accepted to CVPR 2018
Published:
disease
New journal paper on deep learning-based plant disease detection in the wild
Published:
Our paper “Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild” just got accepted for publication at the Computers and Electronics in Agriculture journal.
(Read more)New journal paper accepted in Computers and Electronics in Agriculture
Published:
We just got a new paper published in next June’s issue of the Computers and Electronics in Agriculture journal! This paper is the first result of our collaboration with BASF on the detection of diseases in crops by means of mobile imaging devices.
(Read more)ecg
PLOS ONE paper on deep learning techniques for the detection of lethal ventricular arrhythmia on out-of-hospital cardiac arrest patients
Published:
Our paper “Mixed Convolutional and Long Short-Term Memory Network for the Detection of Lethal Ventricular Arrhythmia” was just published on PLOS ONE.
(Read more)gans
Slides, updated arxiv and train-test splits available for our Adversarial RGB to Hyperspectral paper
Published:
hyperspectral
Slides, updated arxiv and train-test splits available for our Adversarial RGB to Hyperspectral paper
Published:
image understanding
New journal paper on deep learning-based plant disease detection in the wild
Published:
Our paper “Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild” just got accepted for publication at the Computers and Electronics in Agriculture journal.
(Read more)New journal paper accepted in Computers and Electronics in Agriculture
Published:
We just got a new paper published in next June’s issue of the Computers and Electronics in Agriculture journal! This paper is the first result of our collaboration with BASF on the detection of diseases in crops by means of mobile imaging devices.
(Read more)image-to-image mapping
PhD defended!
Published:
Last Tuesday, July 19th 2022, I successfully defended my PhD dissertation at CVC (Barcelona), obtaining an Excellent Cum Laude grade. The thesis is titled “Self-supervised learning for image-to-image translation in the small data regime” and was developed at Computer Vision Center’s Learning And Machine Perception (LAMP) team and Tecnalia, under the supervision of Joost van de Weijer and Estibaliz Garrote. Many thanks to both!
(Read more)lamp
Joining LAMP team at Computer Vision Center-Barcelona as PhD candidate
Published:
I have been officially admitted as PhD student at the Universitat Autònoma de Barcelona. I will be joining Computer Vision Center’s LAMP (Learning And Machine Perception) team under the supervision of Joost van de Weijer to work on deep learning.
long short term memory
PLOS ONE paper on deep learning techniques for the detection of lethal ventricular arrhythmia on out-of-hospital cardiac arrest patients
Published:
Our paper “Mixed Convolutional and Long Short-Term Memory Network for the Detection of Lethal Ventricular Arrhythmia” was just published on PLOS ONE.
(Read more)lstm
PLOS ONE paper on deep learning techniques for the detection of lethal ventricular arrhythmia on out-of-hospital cardiac arrest patients
Published:
Our paper “Mixed Convolutional and Long Short-Term Memory Network for the Detection of Lethal Ventricular Arrhythmia” was just published on PLOS ONE.
(Read more)motion blur
New journal paper on synthetic image blurring for self-supervised deep blur detection
Published:
Our paper “Self-Supervised Blur Detection from Synthetically Blurred Scenes” just got accepted for publication at the Image and Vision Computing journal (Q1).
(Read more)neural nets
New journal paper on deep learning-based plant disease detection in the wild
Published:
Our paper “Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild” just got accepted for publication at the Computers and Electronics in Agriculture journal.
(Read more)neural networks
PhD defended!
Published:
Last Tuesday, July 19th 2022, I successfully defended my PhD dissertation at CVC (Barcelona), obtaining an Excellent Cum Laude grade. The thesis is titled “Self-supervised learning for image-to-image translation in the small data regime” and was developed at Computer Vision Center’s Learning And Machine Perception (LAMP) team and Tecnalia, under the supervision of Joost van de Weijer and Estibaliz Garrote. Many thanks to both!
(Read more)out-of-hospital cardiac arrest
PLOS ONE paper on deep learning techniques for the detection of lethal ventricular arrhythmia on out-of-hospital cardiac arrest patients
Published:
Our paper “Mixed Convolutional and Long Short-Term Memory Network for the Detection of Lethal Ventricular Arrhythmia” was just published on PLOS ONE.
(Read more)phd
PhD defended!
Published:
Last Tuesday, July 19th 2022, I successfully defended my PhD dissertation at CVC (Barcelona), obtaining an Excellent Cum Laude grade. The thesis is titled “Self-supervised learning for image-to-image translation in the small data regime” and was developed at Computer Vision Center’s Learning And Machine Perception (LAMP) team and Tecnalia, under the supervision of Joost van de Weijer and Estibaliz Garrote. Many thanks to both!
(Read more)Joining LAMP team at Computer Vision Center-Barcelona as PhD candidate
Published:
I have been officially admitted as PhD student at the Universitat Autònoma de Barcelona. I will be joining Computer Vision Center’s LAMP (Learning And Machine Perception) team under the supervision of Joost van de Weijer to work on deep learning.
plants
New journal paper on deep learning-based plant disease detection in the wild
Published:
Our paper “Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild” just got accepted for publication at the Computers and Electronics in Agriculture journal.
(Read more)New journal paper accepted in Computers and Electronics in Agriculture
Published:
We just got a new paper published in next June’s issue of the Computers and Electronics in Agriculture journal! This paper is the first result of our collaboration with BASF on the detection of diseases in crops by means of mobile imaging devices.
(Read more)probabilistic programming
PhD defended!
Published:
Last Tuesday, July 19th 2022, I successfully defended my PhD dissertation at CVC (Barcelona), obtaining an Excellent Cum Laude grade. The thesis is titled “Self-supervised learning for image-to-image translation in the small data regime” and was developed at Computer Vision Center’s Learning And Machine Perception (LAMP) team and Tecnalia, under the supervision of Joost van de Weijer and Estibaliz Garrote. Many thanks to both!
(Read more)publications
Our paper On the Duality Between Retinex and Image Dehazing, accepted to CVPR 2018
Published:
Slides, updated arxiv and train-test splits available for our Adversarial RGB to Hyperspectral paper
Published:
recurrent neural nets
PLOS ONE paper on deep learning techniques for the detection of lethal ventricular arrhythmia on out-of-hospital cardiac arrest patients
Published:
Our paper “Mixed Convolutional and Long Short-Term Memory Network for the Detection of Lethal Ventricular Arrhythmia” was just published on PLOS ONE.
(Read more)retinex
Our paper On the Duality Between Retinex and Image Dehazing, accepted to CVPR 2018
Published:
scientific dissemination
Invited talk on deep learning at the Faculty of Science and Technology (UPV/EHU)
Published:
Next Wednesday, October 2nd, I’ll be giving an introductory talk to Deep Learning techniques at the Faculty of Science and Technology of the University of the Basque Country (UPV/EHU).
(Read more)Introduction to deep learning. The techniques enabling the current Artificial Intelligence revolution
Published:
Next Tuesday, October 9th, I’ll be giving an introductory talk to Deep Learning techniques within SPRI’s Enpresa Digitala initiative. It will take place at the building 204 of the Science Park of Biscay. Info and registrations: http://www.spri.eus/euskadinnova/es/enpresa-digitala/agenda/deep-learning-tecnicas-tras-revolucion-inteligencia-artificial/14624.aspx.
self-supervised learning
PhD defended!
Published:
Last Tuesday, July 19th 2022, I successfully defended my PhD dissertation at CVC (Barcelona), obtaining an Excellent Cum Laude grade. The thesis is titled “Self-supervised learning for image-to-image translation in the small data regime” and was developed at Computer Vision Center’s Learning And Machine Perception (LAMP) team and Tecnalia, under the supervision of Joost van de Weijer and Estibaliz Garrote. Many thanks to both!
(Read more)New journal paper on synthetic image blurring for self-supervised deep blur detection
Published:
Our paper “Self-Supervised Blur Detection from Synthetically Blurred Scenes” just got accepted for publication at the Image and Vision Computing journal (Q1).
(Read more)spectral
Slides, updated arxiv and train-test splits available for our Adversarial RGB to Hyperspectral paper
Published:
surfin
Tecnalia’s deep learning-based Surface Inspection system SURFIN featured in Vision Systems Design
Published:
Tecnalia’s surface inspection system for hot long metal products SURFIN is migrating to a deep learning-based solution using Convolutional Neural Networks, and the December 2016 issue of Vision Systems Design includes an article on it with some design and performance details.
talks
Invited talk on deep learning at the Faculty of Science and Technology (UPV/EHU)
Published:
Next Wednesday, October 2nd, I’ll be giving an introductory talk to Deep Learning techniques at the Faculty of Science and Technology of the University of the Basque Country (UPV/EHU).
(Read more)Introduction to deep learning. The techniques enabling the current Artificial Intelligence revolution
Published:
Next Tuesday, October 9th, I’ll be giving an introductory talk to Deep Learning techniques within SPRI’s Enpresa Digitala initiative. It will take place at the building 204 of the Science Park of Biscay. Info and registrations: http://www.spri.eus/euskadinnova/es/enpresa-digitala/agenda/deep-learning-tecnicas-tras-revolucion-inteligencia-artificial/14624.aspx.
Our paper Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB, accepted at ICCV 2017 Workshop on Physics-Based Vision meets Deep Learning
Published:
Workshop on deep learning at tecnalia
Published:
I will be giving an introductory talk to deep learning next Thursday, June 1st 2017, as part of the workshop on deep learning that we are organizing at tecnalia.
(Read more)teaching
tecnalia
New journal paper on deep learning-based plant disease detection in the wild
Published:
Our paper “Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild” just got accepted for publication at the Computers and Electronics in Agriculture journal.
(Read more)Our paper Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB, accepted at ICCV 2017 Workshop on Physics-Based Vision meets Deep Learning
Published:
Workshop on deep learning at tecnalia
Published:
I will be giving an introductory talk to deep learning next Thursday, June 1st 2017, as part of the workshop on deep learning that we are organizing at tecnalia.
(Read more)New journal paper accepted in Computers and Electronics in Agriculture
Published:
We just got a new paper published in next June’s issue of the Computers and Electronics in Agriculture journal! This paper is the first result of our collaboration with BASF on the detection of diseases in crops by means of mobile imaging devices.
(Read more)New post on deep learning on Tecnalia’s Inspiring Blog
Published:
Our colleague at Tecnalia’s computer vision group, Estibaliz Garrote, shares a post on the deep learning revolution on Tecnalia’s Inspiring Blog:
Tecnalia’s deep learning-based Surface Inspection system SURFIN featured in Vision Systems Design
Published:
Tecnalia’s surface inspection system for hot long metal products SURFIN is migrating to a deep learning-based solution using Convolutional Neural Networks, and the December 2016 issue of Vision Systems Design includes an article on it with some design and performance details.
uab
Joining LAMP team at Computer Vision Center-Barcelona as PhD candidate
Published:
I have been officially admitted as PhD student at the Universitat Autònoma de Barcelona. I will be joining Computer Vision Center’s LAMP (Learning And Machine Perception) team under the supervision of Joost van de Weijer to work on deep learning.
weakly-supervised learning
New journal paper on synthetic image blurring for self-supervised deep blur detection
Published:
Our paper “Self-Supervised Blur Detection from Synthetically Blurred Scenes” just got accepted for publication at the Image and Vision Computing journal (Q1).
(Read more)