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Spatiotemporal CNN with Pyramid Bottleneck Blocks: Application to eye blinking detection
Eye blink detection is a challenging problem that many researchers are working on because it has the potential to solve many facial …
Salah Eddine Bekhouche
,
Ibrahim Kajo
,
Yassine Ruichek
,
Fadi Dornaika
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DOI
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Statistical Atlases and Automatic Labeling Strategies to Accelerate the Analysis of Social Insect Brain Evolution
Current methods used to quantify brain size and compartmental scaling relationships in studies of social insect brain evolution involve …
Sara Arganda
,
Ignacio Arganda-Carreras
,
Darcy G. Gordon
,
Andrew P. Hoadley
,
Alfonso Pérez-Escudero
,
Martin Giurfa
,
James F. A. Traniello
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DOI
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SuperpixelGridMasks data augmentation: Application to precision health and other real-world data
A novel approach of data augmentation based on irregular superpixel decomposition is proposed. This approach called SuperpixelGridMasks …
Karim Hammoudi
,
Adnane Cabani
,
Bouthaina Slika
,
Halim Benhabiles
,
Fadi Dornaika
,
Mahmoud Melkemi
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Code
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A novel multi-level pyramid co-variance operators for estimation of personality traits and job screening scores
Recently, automatic personality analysis is becoming an interesting topic for computer vision. Many attempts have been proposed to …
Hichem Telli
,
Salim Sbaa
,
Salah Eddine Bekhouche
,
Fadi Dornaika
,
Abdelmalik Taleb-Ahmed
,
Miguel Bordallo López
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Avoiding a replication crisis in deep-learning-based bioimage analysis
Romain F Laine
,
Ignacio Arganda-Carreras
,
Ricardo Henriques
,
Guillaume Jacquemet
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DOI
Benchmarking Deep Neural Network Inference Performance on Serverless Environments With MLPerf
Unai Elordi
,
Luis Unzueta
,
Jon Goenetxea
,
Sergio Sanchez-Carballido
,
Ignacio Arganda-Carreras
,
Oihana Otaegui
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DOI
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Deep learning on chest x-ray images to detect and evaluate pneumonia cases at the era of covid-19
Karim Hammoudi
,
Halim Benhabiles
,
Mahmoud Melkemi
,
Fadi Dornaika
,
Ignacio Arganda-Carreras
,
Dominique Collard
,
Arnaud Scherpereel
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DOI
Designing Automated Deployment Strategies of Face Recognition Solutions in Heterogeneous IoT Platforms
Unai Elordi
,
Chiara Lunerti
,
Luis Unzueta
,
Jon Goenetxea
,
Nerea Aranjuelo Ansa
,
Álvaro Bertelsen
,
Ignacio Arganda-Carreras
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Efficient and compact face descriptor for driver drowsiness detection
Abdelmalik Moujahid
,
Fadi Dornaika
,
Ignacio Arganda-Carreras
,
Jorge Reta
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DOI
Identification and measurement of tropical tuna species in purse seiner catches using computer vision and deep learning
Fishery monitoring programs are essential for effective management of marine resources, as they provide scientists and managers with …
Xabier Lekunberri
,
Jon Ruiz
,
Iñaki Quincoces
,
Fadi Dornaika
,
Ignacio Arganda-Carreras
,
Jose a Fernandes
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DOI
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