| SRNSSI: a deep light-weight network for single image super resolution using spatial and spectral information A Esmaeilzehi, MO Ahmad, MNS Swamy IEEE Transactions on Computational Imaging 7, 409-421, 2021 | 19 | 2021 |
| Compnet: A new scheme for single image super resolution based on deep convolutional neural network A Esmaeilzehi, MO Ahmad, MNS Swamy IEEE Access 6, 59963-59974, 2018 | 18 | 2018 |
| SRNMSM: A deep light-weight image super resolution network using multi-scale spatial and morphological feature generating residual blocks A Esmaeilzehi, MO Ahmad, MNS Swamy IEEE Transactions on Broadcasting 68 (1), 58-68, 2021 | 15 | 2021 |
| UPDResNN: A deep light-weight image upsampling and deblurring residual neural network A Esmaeilzehi, MO Ahmad, MNS Swamy IEEE Transactions on Broadcasting 67 (2), 538-548, 2021 | 12 | 2021 |
| SRNHARB: A deep light-weight image super resolution network using hybrid activation residual blocks A Esmaeilzehi, MO Ahmad, MNS Swamy Signal Processing: Image Communication 99, 116509, 2021 | 10 | 2021 |
| MGHCNET: A deep multi-scale granular and holistic channel feature generation network for image super resolution A Esmaeilzehi, MO Ahmad, MNS Swamy 2020 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2020 | 9 | 2020 |
| Srsubbandnet: a new deep learning scheme for single image super resolution based on subband reconstruction A Esmaeilzehi, MO Ahmad, MNS Swamy 2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2019 | 9 | 2019 |
| Nonparametric kernel sparse representation-based classifier A Esmaeilzehi, HA Moghaddam Pattern recognition letters 89, 46-52, 2017 | 9 | 2017 |
| FPNet: A deep light-weight interpretable neural network using forward prediction filtering for efficient single image super resolution A Esmaeilzehi, MO Ahmad, MNS Swamy IEEE Transactions on Circuits and Systems II: Express Briefs 69 (3), 1937-1941, 2021 | 7 | 2021 |
| MuRNet: A deep recursive network for super resolution of bicubically interpolated images A Esmaeilzehi, MO Ahmad, MNS Swamy Signal Processing: Image Communication 94, 116228, 2021 | 7 | 2021 |
| EFFRBNet: A deep super resolution network using edge-assisted feature fusion residual blocks A Esmaeilzehi, MO Ahmad, MNS Swamy 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 6 | 2020 |
| UPDCNN: A new scheme for image upsampling and deblurring using a deep convolutional neural network A Esmaeilzehi, MO Ahmad, MNS Swamy 2019 IEEE International Conference on Image Processing (ICIP), 2154-2158, 2019 | 4 | 2019 |
| Ultralight-weight Three-Prior Convolutional Neural Network for Single Image Super Resolution A Esmaeilzehi, MO Ahmad, MNS Swamy IEEE Transactions on Artificial Intelligence, 2022 | 3 | 2022 |
| PHMNet: A Deep Super Resolution Network using Parallel and Hierarchical Multi-scale Residual Blocks A Esmaeilzehi, MO Ahmad, MNS Swamy 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 3 | 2020 |
| Srnmfrb: A deep light-weight super resolution network using multi-receptive field feature generation residual blocks A Esmaeilzehi, MO Ahmad, MNS Swamy 2020 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2020 | 3 | 2020 |
| HighBoostNet: a deep light-weight image super-resolution network using high-boost residual blocks A Esmaeilzehi, L Ma, MNS Swamy, MO Ahmad The Visual Computer 40 (2), 1111-1129, 2024 | 1 | 2024 |
| DSegAN: A Deep Light-weight Segmentation-based Attention Network for Image Restoration A Esmaeilzehi, MO Ahmad, MNS Swamy 2022 IEEE International Symposium on Circuits and Systems (ISCAS), 1284-1288, 2022 | 1 | 2022 |
| MorphoNet: A deep image super resolution network using hierarchical and morphological feature generating residual blocks A Esmaeilzehi, MO Ahmad, MNS Swamy 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021 | 1 | 2021 |
| Development Of New Fractal And Non-Fractal Deep Residual Networks For Deblocking Of Jpeg Decompressed Images A Esmaeilzehi, MO Ahmad, MNS Swamy 2020 IEEE International Conference on Image Processing (ICIP), 1271-1275, 2020 | 1 | 2020 |
| Deep JPEG image deblocking using residual maxout units A Esmaeilzehi, MO Ahmad, MNS Swamy 2019 IEEE International Conference on Image Processing (ICIP), 2681-2685, 2019 | 1 | 2019 |
M. Omair AhmadProfessor of Electrical and Computer Engineering, Concordia UniversityVerified email at ece.concordia.ca
