CVPD Research group
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BiaPy: A ready-to-use library for bioimage analysis pipelines
In recent years, technological advances in microscopy have made available large amounts of data to biomedical researchers in the form …
Daniel Franco-Barranco
,
Jesús a Andrés-San Román
,
Pedro Gómez-Gálvez
,
Luis M Escudero
,
Arrate Muñoz-Barrutia
,
Ignacio Arganda-Carreras
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Project
DOI
Modeling Wound Healing Using Vector Quantized Variational Autoencoders and Transformers
Wound healing is a fundamental mechanism for living animals. Understanding the process is crucial for numerous medical applications …
Lenka Backová
,
Guillermo Bengoetxea
,
Svana Rogalla
,
Daniel Franco-Barranco
,
Jérôme Solon
,
Ignacio Arganda-Carreras
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Project
DOI
Detection of COVID-19 in X-Ray Images Using Constrained Multi-view Spectral Clustering
Machine learning, and specifically classification algorithms, has been widely used for the diagnosis of COVID-19 cases. However, these …
Sally El Hajjar
,
Fadi Dornaika
,
Fahed Abdallah
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Project
DOI
Multi-view Spectral Clustering via Integrating Label and Data Graph Learning
Nowadays, one-step multi-view clustering algorithms attract many interests. The main issue of multi-view clustering approaches is how …
Sally El Hajjar
,
Fadi Dornaika
,
Fahed Abdallah
,
Hichem Omrani
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DOI
Building Synthetic Simulated Environments for Configuring and Training Multi-camera Systems for Surveillance Applications
Nerea Aranjuelo Ansa
,
Jorge García
,
Luis Unzueta
,
Sara García
,
Unai Elordi
,
Oihana Otaegui
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DOI
URL
Efficient Multi-task based Facial Landmark and Gesture Detection in Monocular Images
Jon Goenetxea
,
Luis Unzueta
,
Unai Elordi
,
Oihana Otaegui
,
Fadi Dornaika
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DOI
URL
On-demand Serverless Video Surveillance with Optimal Deployment of Deep Neural Networks
Unai Elordi
,
Luis Unzueta
,
Jon Goenetxea
,
Estíbaliz Loyo
,
Ignacio Arganda-Carreras
,
Oihana Otaegui
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DOI
URL
Optimal deployment of face recognition solutions in a heterogeneous IoT platform for secure elderly care applications
Unai Elordi
,
Álvaro Bertelsen
,
Luis Unzueta
,
Nerea Aranjuelo Ansa
,
Jon Goenetxea
,
Ignacio Arganda-Carreras
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DOI
URL
Building a Camera-based Smart Sensing System for Digitalized On-demand Aircraft Cabin Readiness Verification
Luis Unzueta
,
Sandra Garcia
,
Jorge García
,
Valentin Corbin
,
Nerea Aranjuelo Ansa
,
Unai Elordi
,
Oihana Otaegui
,
Maxime Danielli
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DOI
URL
Image-Based Driver Drowsiness Detection
Fadi Dornaika
,
Fawzi Khattar
,
Jorge Reta
,
Ignacio Arganda-Carreras
,
María C Hernandez
,
Yassine Ruichek
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DOI
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