Intelligent Virtual Human Companions

Research output

Research output per year 2022 2022 2023 2023

• 8 Article
• 3 Conference paper

Research output per year

Research output per year

Search results

• 2023

  3D Face Recognition: Two Decades of Progress and Prospects

  Guo, Y., Wang, H., Wang, L., Lei, Y., Liu, L. & Bennamoun, M., 5 Oct 2023, In: ACM Computing Surveys. 56, 3, 3615863.

  Research output: Contribution to journal › Article › peer-review

• Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation

  Nadeem, U., Bennamoun, M., Togneri, R., Sohel, F., Miri Rekavandi, A. & Boussaid, F., Oct 2023, In: Pattern Recognition. 142, 109655.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  3 Citations (Scopus)

• Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization

  Xu, L., Ouyang, W., Bennamoun, M., Boussaid, F. & Xu, D., 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, Institute of Electrical and Electronics Engineers, p. 19596-19605

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

• Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification

  Wu, L. Y., Liu, L., Wang, Y., Zhang, Z., Boussaid, F., Bennamoun, M. & Xie, X., 23 Aug 2023, In: IEEE Transactions on Image Processing. 32, p. 4800-4811 12 p.

  Research output: Contribution to journal › Article › peer-review

• MCE-ST: Classifying crop stress using hyperspectral data with a multiscale conformer encoder and spectral-based tokens

  Khotimah, W. N., Bennamoun, M., Boussaid, F., Xu, L., Edwards, D. & Sohel, F., Apr 2023, In: International Journal of Applied Earth Observation and Geoinformation. 118, 103286.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Transformer 100%
  • Coder 100%
  • Datum 100%
  • Hyperspectral Data 100%
  • Dependence 42%
  1 Citation (Scopus)

• Robust monocular 3D face reconstruction under challenging viewing conditions

  Mohaghegh, H., Boussaid, F., Laga, H., Rahmani, H. & Bennamoun, M., 1 Feb 2023, In: Neurocomputing. 520, p. 82-93 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Viewing Condition 100%
  • Models 75%
  • Annotation 50%
  • Invariants 25%
  • Training Data 25%
  1 Citation (Scopus)
• 2022

  Active-Passive SimStereo--Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods

  Jospin, L. V., Antony, A., Xu, L., Laga, H., Boussaid, F. & Bennamoun, M., 2022, 36th Conference on Neural Information Processing Systems (NeurIPS 2022). New Orleans, United States: Neural Information Processing Systems Foundation, Inc.

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

• Dynamic Facial Expression Recognition under Partial Occlusion with Optical Flow Reconstruction

  Poux, D., Allaert, B., Ihaddadene, N., Bilasco, I. M., Djeraba, C. & Bennamoun, M., 2022, In: IEEE Transactions on Image Processing. 31, p. 446-457 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Facial Expression 100%
  • Expression Recognition 100%
  • Face Perception 100%
  • Face 100%
  • Recognition 50%
  14 Citations (Scopus)

• Hands-On Bayesian Neural Networks—A Tutorial for Deep Learning Users

  Jospin, L. V., Laga, H., Boussaid, F., Buntin, W. & Bennamoun, M., 1 May 2022, In: IEEE Computational Intelligence Magazine. 17, 2, p. 29-48 20 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Deep Learning 100%
  • User 100%
  • Artificial Neural Network 25%
  • Deep Neural Network 25%
  • Design 25%
  132 Citations (Scopus)

  514 Downloads (Pure)

• Multi-class Token Transformer for Weakly Supervised Semantic Segmentation

  Xu, L., Ouyang, W., Bennamoun, M., Boussaid, F. & Xu, D., 2022, 2022 IEEE/CVF Conference on computer vision and pattern recognition (CVPR 2022). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 4300-4309 10 p.

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

  File
  26 Citations (Scopus)

  11 Downloads (Pure)

• Pseudo-Pair based Self-Similarity Learning for Unsupervised Person Re-identification

  Wu, L., Liu, D., Zhang, W., Chen, D., Ge, Z., Boussaid, F., Bennamoun, M. & Shen, J., 2022, In: IEEE Transactions on Image Processing. 31, p. 4803-4816 14 p.

  Research output: Contribution to journal › Article › peer-review
  16 Citations (Web of Science)