2024

1. Analysis of Point Cloud Domain Gap Effects for 3D Object Detection Evaluation

   Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

2. Automatic mapping of aquaculture activity in the Atlantic Ocean

   International Journal of Applied Earth Observation and Geoinformation, Vol. 132

3. COVID-19 Infection Percentage Estimation from Computed Tomography Scans: Results and Insights from the International Per-COVID-19 Challenge

   Sensors, Vol. 24, Núm. 5

4. Clustering using graph convolution networks

   Progress in Artificial Intelligence

5. D-TrAttUnet: Toward hybrid CNN-transformer architecture for generic and subtle segmentation in medical images

   Computers in Biology and Medicine, Vol. 176

6. Data and Label Graph Fusion for Semi-supervised Learning: Application to Image Categorization

   IS and T International Symposium on Electronic Imaging Science and Technology

7. Data augmentation for deep visual recognition using superpixel based pairwise image fusion

   Information Fusion, Vol. 107

8. Emb-trattunet: a novel edge loss function and transformer-CNN architecture for multi-classes pneumonia infection segmentation in low annotation regimes

   Artificial Intelligence Review, Vol. 57, Núm. 4

9. Environmental Constraints for Intelligent Internet of Deep-Sea/Underwater Things Relying on Enterprise Architecture Approach

   Sensors, Vol. 24, Núm. 8

10. Image Augmentation Preserving Object Parts Using Superpixels of Variable Granularity

    Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

11. Joint Label Propagation, Graph and Latent Subspace Estimation for Semi-supervised Classification

    Cognitive Computation, Vol. 16, Núm. 3, pp. 827-840

12. LCAMix: Local-and-contour aware grid mixing based data augmentation for medical image segmentation

    Information Fusion, Vol. 110

13. LGCOAMix: Local and Global Context-and-Object-Part-Aware Superpixel-Based Data Augmentation for Deep Visual Recognition

    IEEE Transactions on Image Processing, Vol. 33, pp. 205-215

14. Large Scale Graph Construction and Label Propagation

    Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

15. Lung pneumonia severity scoring in chest X-ray images using transformers

    Medical and Biological Engineering and Computing, Vol. 62, Núm. 8, pp. 2389-2407

16. Naturalize Revolution: Unprecedented AI-Driven Precision in Skin Cancer Classification Using Deep Learning

    BioMedInformatics, Vol. 4, Núm. 1, pp. 638-660

17. Overcoming graph topology imbalance for inductive and scalable semi-supervised learning

    Applied Soft Computing, Vol. 151

18. Recognizing and detecting COVID-19 in chest X-ray images using constrained multi-view spectral clustering

    Progress in Artificial Intelligence

19. Sample-weighted fused graph-based semi-supervised learning on multi-view data

    Information Fusion, Vol. 104

20. Scalable and Inductive Semi-supervised Classifier with Sample Weighting Based on Graph Topology

    ACM Transactions on Knowledge Discovery from Data, Vol. 18, Núm. 5