| Deep semantic segmentation for automated driving: Taxonomy, roadmap and challenges M Siam, S Elkerdawy, M Jagersand, S Yogamani 2017 IEEE 20th international conference on intelligent transportation …, 2017 | 221 | 2017 |
| To filter prune, or to layer prune, that is the question S Elkerdawy, M Elhoushi, A Singh, H Zhang, N Ray Proceedings of the Asian Conference on Computer Vision, 2020 | 46 | 2020 |
| Real-Time Vehicle Detection and Tracking Using Haar-Like Features and Compressive Tracking SM Elkerdawi, R Sayed, M ElHelw ROBOT2013: First Iberian Robotics Conference, 381-390, 2014 | 45 | 2014 |
| Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction S Elkerdawy, M Elhoushi, H Zhang, N Ray 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021 | 41 | 2021 |
| Lightweight monocular depth estimation model by joint end-to-end filter pruning S Elkerdawy, H Zhang, N Ray 2019 IEEE International Conference on Image Processing (ICIP), 4290-4294, 2019 | 25 | 2019 |
| Layer Importance Estimation With Imprinting for Neural Network Quantization H Liu, S Elkerdawy, N Ray, M Elhoushi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 23 | 2021 |
| Robust real-time tracking with diverse ensembles and random projections A Salaheldin, S Maher, M Helw Proceedings of the IEEE International Conference on Computer Vision …, 2013 | 17 | 2013 |
| One-Shot Layer-Wise Accuracy Approximation For Layer Pruning S Elkerdawy, M Elhoushi, A Singh, H Zhang, N Ray 2020 IEEE International Conference on Image Processing (ICIP), 2940-2944, 2020 | 16 | 2020 |
| Fine-Grained Vehicle Classification with Unsupervised Parts Co-occurrence Learning S Elkerdawy, N Ray, H Zhang Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018 | 14 | 2018 |
| Vision-based scale-adaptive vehicle detection and tracking for intelligent traffic monitoring S ElKerdawy, A Salaheldin, M ElHelw 2014 IEEE International Conference on Robotics and Biomimetics (ROBIO 2014 …, 2014 | 9 | 2014 |
| Scale-Adaptive Object Tracking with Diverse Ensembles S Elkerdawy, A Eldesokey, A Salaheldin, M ElHelw International Symposium on Visual Computing, 639-646, 2014 | | 2014 |
| Robust Scale-Invariant Object Tracking A Salaheldin, S Maher Elkerdawi, M ElHelw ROBOT2013: First Iberian Robotics Conference, 715-724, 2014 | | 2014 |
Nilanjan RayProfessor, Department of Computing Science, University of AlbertaVerified email at ualberta.ca
