Data Driven Science
DDS
Ikerbasque, Fundación Vasca para la Ciencia
Bilbao, EspañaPublicaciones en colaboración con investigadores/as de Ikerbasque, Fundación Vasca para la Ciencia (20)
2023
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Chasing a Better Decision Margin for Discriminative Histopathological Breast Cancer Image Classification
Electronics (Switzerland), Vol. 12, Núm. 20
2022
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A supervised discriminant data representation: application to pattern classification
Neural Computing and Applications, Vol. 34, Núm. 19, pp. 16879-16895
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Deep Learning with Discriminative Margin Loss for Cross-Domain Consumer-to-Shop Clothes Retrieval
Sensors, Vol. 22, Núm. 7
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Multi-View Graph Fusion for Semi-Supervised Learning: Application to Image-Based Face Beauty Prediction
Algorithms, Vol. 15, Núm. 6
2021
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Efficient and compact face descriptor for driver drowsiness detection
Expert Systems with Applications, Vol. 168
2020
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Efficient deep discriminant embedding: Application to face beauty prediction and classification
Engineering Applications of Artificial Intelligence, Vol. 95
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Toward graph-based semi-supervised face beauty prediction
Expert Systems with Applications, Vol. 142
2019
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A pyramid multi-level face descriptor: application to kinship verification
Multimedia Tools and Applications, Vol. 78, Núm. 7, pp. 9335-9354
2018
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Driver Drowsiness Detection in Facial Images
2018 EIGHTH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING THEORY, TOOLS AND APPLICATIONS (IPTA)
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Driver drowsiness detection in facial images
2018 8th International Conference on Image Processing Theory, Tools and Applications, IPTA 2018 - Proceedings
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Feature selection for spatially enhanced LBP: application to face recognition
International Journal of Data Science and Analytics, Vol. 5, Núm. 1, pp. 11-18
2017
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A Comparative Study of Image Segmentation Algorithms and Descriptors for Building Detection
Handbook of Neural Computation (Elsevier Inc.), pp. 591-606
2016
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An empirical study of global descriptors for image-based localization in dense urban scenes
International Journal of Sensors, Wireless Communications and Control, Vol. 6, Núm. 3, pp. 142-152
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Building detection from orthophotos using a machine learning approach: An empirical study on image segmentation and descriptors
Expert Systems with Applications, Vol. 58, pp. 130-142
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Place recognition using image retrieval with covariance descriptors
IS and T International Symposium on Electronic Imaging Science and Technology
2015
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Fine grained recognition of masonry walls for built heritage assessment
Proceedings of SPIE - The International Society for Optical Engineering
2014
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Image-based delineation and classification of built heritage masonry
Remote Sensing, Vol. 6, Núm. 3, pp. 1863-1889
2013
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Facial expression recognition using tracked facial actions: Classifier performance analysis
Engineering Applications of Artificial Intelligence, Vol. 26, Núm. 1, pp. 467-477
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Parameterless local discriminant embedding
Neural Processing Letters, Vol. 38, Núm. 1, pp. 53-67
2011
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Enhanced and Parameterless Locality Preserving Projections for Face Recognition
WORKSHOP PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT ENVIRONMENTS