Publications (209) Publications auxquelles un chercheur a participé

2024

  1. An End-to-End Approach for Graph-based Multi-view Data Clustering

    IEEE Transactions on Big Data

  2. 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

  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. DL4MicEverywhere: deep learning for microscopy made flexible, shareable and reproducible

    Nature methods

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

    IS and T International Symposium on Electronic Imaging Science and Technology

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

    Information Fusion, Vol. 107

  9. 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

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

    Sensors, Vol. 24, Núm. 8

  11. 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

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

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

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

    Information Fusion, Vol. 110

  14. 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

  15. Large Scale Graph Construction and Label Propagation

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

  16. Learning Gaze-aware Compositional GAN from Limited Annotations

    Proceedings of the ACM on Computer Graphics and Interactive Techniques, Vol. 7, Núm. 2

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

    Medical and Biological Engineering and Computing

  18. Multi-Score Prediction for Lung Infection Severity in Chest X-Ray Images

    IEEE Transactions on Emerging Topics in Computational Intelligence

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

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

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

    Applied Soft Computing, Vol. 151