Publications in collaboration with researchers from Ikerbasque, Fundación Vasca para la Ciencia (20)

2023

  1. Chasing a Better Decision Margin for Discriminative Histopathological Breast Cancer Image Classification

    Electronics (Switzerland), Vol. 12, Núm. 20

2022

  1. A supervised discriminant data representation: application to pattern classification

    Neural Computing and Applications, Vol. 34, Núm. 19, pp. 16879-16895

  2. Deep Learning with Discriminative Margin Loss for Cross-Domain Consumer-to-Shop Clothes Retrieval

    Sensors, Vol. 22, Núm. 7

  3. Multi-View Graph Fusion for Semi-Supervised Learning: Application to Image-Based Face Beauty Prediction

    Algorithms, Vol. 15, Núm. 6

2021

  1. Efficient and compact face descriptor for driver drowsiness detection

    Expert Systems with Applications, Vol. 168

2020

  1. Efficient deep discriminant embedding: Application to face beauty prediction and classification

    Engineering Applications of Artificial Intelligence, Vol. 95

  2. Toward graph-based semi-supervised face beauty prediction

    Expert Systems with Applications, Vol. 142

2019

  1. A pyramid multi-level face descriptor: application to kinship verification

    Multimedia Tools and Applications, Vol. 78, Núm. 7, pp. 9335-9354

2018

  1. Driver Drowsiness Detection in Facial Images

    2018 EIGHTH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING THEORY, TOOLS AND APPLICATIONS (IPTA)

  2. Driver drowsiness detection in facial images

    2018 8th International Conference on Image Processing Theory, Tools and Applications, IPTA 2018 - Proceedings

  3. 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

  1. A Comparative Study of Image Segmentation Algorithms and Descriptors for Building Detection

    Handbook of Neural Computation (Elsevier Inc.), pp. 591-606

2016

  1. 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

  2. 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

  3. Place recognition using image retrieval with covariance descriptors

    IS and T International Symposium on Electronic Imaging Science and Technology

2015

  1. Fine grained recognition of masonry walls for built heritage assessment

    Proceedings of SPIE - The International Society for Optical Engineering

2014

  1. Image-based delineation and classification of built heritage masonry

    Remote Sensing, Vol. 6, Núm. 3, pp. 1863-1889

2013

  1. Facial expression recognition using tracked facial actions: Classifier performance analysis

    Engineering Applications of Artificial Intelligence, Vol. 26, Núm. 1, pp. 467-477

  2. Parameterless local discriminant embedding

    Neural Processing Letters, Vol. 38, Núm. 1, pp. 53-67

2011

  1. Enhanced and Parameterless Locality Preserving Projections for Face Recognition

    WORKSHOP PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT ENVIRONMENTS