Publications by the researcher in collaboration with ABDELMALIK MOUJAHID MOUJAHID (24)

2023

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

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

2022

  1. A deep learning loss based on additive cosine margin: Application to fashion style and face recognition

    Applied Soft Computing, Vol. 131

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

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

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

    Sensors, Vol. 22, Núm. 7

  4. Feature and instance selection through discriminant analysis criteria

    Soft Computing, Vol. 26, Núm. 24, pp. 13431-13447

  5. 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

  2. Multi-scale Multi-block Covariance Descriptor for a Compact Face Texture Representation: Application to Kinship Verification

    Advances in Science, Technology and Innovation (Springer Nature), pp. 39-49

2020

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

    Engineering Applications of Artificial Intelligence, Vol. 95

  2. Multi-scale multi-block covariance descriptor with feature selection

    Neural Computing and Applications, Vol. 32, Núm. 10, pp. 6283-6294

  3. 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

  2. Towards semantic segmentation of orthophoto images using graph-based community identification

    Neural Computing and Applications, Vol. 31, pp. 1155-1163

2018

  1. Driver drowsiness detection in facial images

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

  2. 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. Feature extraction using block-based local binary pattern for face recognition

    IS and T International Symposium on Electronic Imaging Science and Technology

  4. Place recognition using image retrieval with covariance descriptors

    IS and T International Symposium on Electronic Imaging Science and Technology