Research output per year
Research output per year
- 22 results
Search results
-
2023
Multi-stage information diffusion for joint depth and surface normal estimation
Fu, Z., Hong, S., Liu, M., Laga, H., Bennamoun, M., Boussaid, F. & Guo, Y., Sept 2023, In: Pattern Recognition. 141, 12 p., 109660.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Link opens in a new tab Citations (Scopus)401 Downloads (Pure) -
2022
A Practical Tutorial on Graph Neural Networks
Ward, I. R., Joyner, J., Lickfold, C., Guo, Y. & Bennamoun, M., 31 Jan 2022, In: ACM Computing Surveys. 54, 10, 35 p., 205.Research output: Contribution to journal › Article › peer-review
28 Link opens in a new tab Citations (Scopus) -
A reinforcement learning-based approach for imputing missing data
Awan, S. E., Bennamoun, M., Sohel, F., Sanfilippo, F. & Dwivedi, G., Jun 2022, In: Neural Computing and Applications. 34, 12, p. 9701-9716 16 p.Research output: Contribution to journal › Article › peer-review
Open Access32 Link opens in a new tab 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 AccessFile724 Link opens in a new tab Citations (Scopus)3707 Downloads (Pure) -
2021
Image-based 3d object reconstruction: State-of-the-art and trends in the deep learning era
Han, X. F., Laga, H. & Bennamoun, M., 1 May 2021, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 43, 5, p. 1578-1604 27 p., 8908779.Research output: Contribution to journal › Article › peer-review
376 Link opens in a new tab Citations (Scopus) -
Imputation of missing data with class imbalance using conditional generative adversarial networks
Awan, S. E., Bennamoun, M., Sohel, F., Sanfilippo, F. & Dwivedi, G., 17 Sept 2021, In: Neurocomputing. 453, p. 164-171 8 p.Research output: Contribution to journal › Article › peer-review
103 Link opens in a new tab Citations (Scopus) -
Multi-Modal Co-Learning for Liver Lesion Segmentation on PET-CT Images
Xue, Z., Li, P., Zhang, L., Lu, X., Zhu, G., Shen, P., Shah, S. A. A. & Bennamoun, M., 1 Dec 2021, In: IEEE Transactions on Medical Imaging. 40, 12, p. 3531-3542 12 p.Research output: Contribution to journal › Article › peer-review
78 Link opens in a new tab Citations (Scopus) -
Real time surveillance for low resolution and limited data scenarios: An image set classification approach
Nadeem, U., Shah, S. A. A., Bennamoun, M., Togneri, R. & Sohel, F., Nov 2021, In: Information Sciences. 580, p. 578-597 20 p.Research output: Contribution to journal › Article › peer-review
11 Link opens in a new tab Citations (Scopus) -
2020
A high-performance spectral-spatial residual network for hyperspectral image classification with small training data
Khotimah, W. N., Bennamoun, M., Boussaid, F., Sohel, F. & Edwards, D., Oct 2020, In: Remote Sensing. 12, 19, 3137.Research output: Contribution to journal › Article › peer-review
Open Access23 Link opens in a new tab Citations (Scopus) -
Orthogonal Deep Models as Defense against Black-Box Attacks
Jalwana, M. A. A. K., Akhtar, N., Bennamoun, M. & Mian, A., 2020, In: IEEE Access. 8, p. 119744-119757 14 p., 9129688.Research output: Contribution to journal › Article › peer-review
Open Access8 Link opens in a new tab Citations (Scopus) -
Redundancy and Attention in Convolutional LSTM for Gesture Recognition
Zhu, G., Zhang, L., Yang, L., Mei, L., Shah, S. A. A., Bennamoun, M. & Shen, P., Apr 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 4, p. 1323-1335 13 p., 8750878.Research output: Contribution to journal › Article › peer-review
80 Link opens in a new tab Citations (Scopus) -
2019
LCEval: Learned Composite Metric for Caption Evaluation
Sharif, N., White, L., Bennamoun, M., Liu, W. & Shah, S. A. A., 1 Oct 2019, In: International Journal of Computer Vision. 127, 10, p. 1586-1610 25 p.Research output: Contribution to journal › Article › peer-review
7 Link opens in a new tab Citations (Scopus) -
2018
Exploiting layerwise convexity of rectifier networks with sign constrained weights
An, S., Boussaid, F., Bennamoun, M. & Sohel, F., 1 Sept 2018, In: Neural Networks. 105, p. 419-430 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Identity Adaptation for Person Re-identification
Ke, Q., Bennamoun, M., Rahmani, H., An, S., Sohel, F. & Boussaid, F., 30 Aug 2018, In: IEEE Access. 6, p. 48147-48155 9 p., 8452946.Research output: Contribution to journal › Article › peer-review
Open Access8 Link opens in a new tab Citations (Scopus) -
Learning Clip Representations for Skeleton-based 3D Action Recognition
Ke, Q., Bennamoun, M., An, S., Sohel, F. & Boussaid, F., Jun 2018, In: IEEE Transactions on Image Processing. 27, 6, p. 2842-2855 14 p.Research output: Contribution to journal › Article › peer-review
260 Link opens in a new tab Citations (Scopus) -
2017
Discriminative feature learning and region consistency activation for robust scene labeling
Li, Y., Sohel, F., Bennamoun, M. & Lei, H., 21 Jun 2017, In: Neurocomputing. 243, p. 174-186 13 p.Research output: Contribution to journal › Article › peer-review
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RGB-D Object Recognition and Grasp Detection Using Hierarchical Cascaded Forests
Asif, U., Bennamoun, M. & Sohel, F., Jun 2017, In: IEEE Transactions on Robotics. 33, 3, p. 547-564 18 p., 7820198.Research output: Contribution to journal › Article › peer-review
Open AccessFile142 Link opens in a new tab Citations (Scopus)1978 Downloads (Pure) -
SkeletonNet: Mining Deep Part Features for 3-D Action Recognition
Ke, Q., An, S., Bennamoun, M., Sohel, F. & Boussaid, F., Jun 2017, In: IEEE Signal Processing Letters. 24, 6, p. 731-735 5 p., 7891014.Research output: Contribution to journal › Article › peer-review
Open AccessFile161 Link opens in a new tab Citations (Scopus)987 Downloads (Pure) -
2016
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition
Khan, S., Hayat, M., Bennamoun, M., Togneri, R. & Sohel, F. A., Jul 2016, In: IEEE Transactions on Image Processing. 25, 7, p. 3372-3383 12 p., 7468494.Research output: Contribution to journal › Article › peer-review
97 Link opens in a new tab Citations (Scopus) -
A spatial layout and scale invariant feature representation for indoor scene classification
Hayat, M., Khan, S. H., Bennamoun, M. & An, S., Oct 2016, In: IEEE Transactions on Image Processing. 25, 10, p. 4829-4841 13 p., 7539697.Research output: Contribution to journal › Article › peer-review
Open AccessFile75 Link opens in a new tab Citations (Scopus)515 Downloads (Pure) -
EI3D: Expression-invariant 3D face recognition based on feature and shape matching
Guo, Y., Lei, Y., Liu, L., Wang, Y., Bennamoun, M. & Sohel, F., 1 Nov 2016, In: Pattern Recognition Letters. 83, p. 403-412 10 p.Research output: Contribution to journal › Article › peer-review
41 Link opens in a new tab Citations (Scopus) -
Unsupervised segmentation of unknown objects in complex environments
Asif, U., Bennamoun, M. & Sohel, F., 1 Jun 2016, In: Autonomous Robots. 40, 5, p. 805-829 25 p.Research output: Contribution to journal › Article › peer-review
14 Link opens in a new tab Citations (Scopus)