Nonparametric kernel sparse representation-based classifier. - Alireza Esmaeilzehi; Hamid Abrishami Moghaddam (Pattern Recognit. Lett., 2017)

Compnet: A New Scheme for Single Image Super Resolution Based on Deep Convolutional Neural Network. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (IEEE Access, 2018)

UPDCNN: A New Scheme for Image Upsampling and Deblurring Using a Deep Convolutional Neural Network. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (ICIP, 2019)

Deep Jpeg Image Deblocking Using Residual Maxout Units. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (ICIP, 2019)

SRSubBandNet: A New Deep Learning Scheme for Single Image Super Resolution Based on Subband Reconstruction. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (ISCAS, 2019)

Development Of New Fractal And Non-Fractal Deep Residual Networks For Deblocking Of Jpeg Decompressed Images. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (ICIP, 2020)

MGHCNET: A Deep Multi-Scale Granular and Holistic Channel Feature Generation Network for Image Super Resolution. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (ICME, 2020)

Srnmfrb: A Deep Light-Weight Super Resolution Network Using Multi-Receptive Field Feature Generation Residual Blocks. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (ICME, 2020)

EFFRBNet: A Deep Super Resolution Network using Edge-Assisted Feature Fusion Residual Blocks. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (ISCAS, 2020)

PHMNet: A Deep Super Resolution Network using Parallel and Hierarchical Multi-Scale Residual Blocks. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (ISCAS, 2020)

MorphoNet: A Deep Image Super Resolution Network Using Hierarchical and Morphological Feature Generating Residual Blocks. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (ISCAS, 2021)

MISNet: Multi-Resolution Level Feature Interpolating Ultralight-Weight Residual Image Super Resolution Network. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (ISCAS, 2021)

MuRNet: A deep recursive network for super resolution of bicubically interpolated images. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (Signal Process. Image Commun., 2021)

SRNHARB: A deep light-weight image super resolution network using hybrid activation residual blocks. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (Signal Process. Image Commun., 2021)

UPDResNN: A Deep Light-Weight Image Upsampling and Deblurring Residual Neural Network. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (IEEE Trans. Broadcast., 2021)

SRNSSI: A Deep Light-Weight Network for Single Image Super Resolution Using Spatial and Spectral Information. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (IEEE Trans. Computational Imaging, 2021)

DSegAN: A Deep Light-weight Segmentation-based Attention Network for Image Restoration. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (ISCAS, 2022)

Towards Analyzing the Robustness of Deep Light-weight Image Super Resolution Networks under Distribution Shift. - Alireza Esmaeilzehi; Lei Ma 003; M. Omair Ahmad (MMSP, 2022)

SRNMSM: A Deep Light-Weight Image Super Resolution Network Using Multi-Scale Spatial and Morphological Feature Generating Residual Blocks. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (IEEE Trans. Broadcast., 2022)

FPNet: A Deep Light-Weight Interpretable Neural Network Using Forward Prediction Filtering for Efficient Single Image Super Resolution. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

Development of an Efficient ECG and PPG Signal Processing-based Spoof Detection System using Convolutional Neural Networks. - Fatemeh Sadat Mousavi; Alireza Esmaeilzehi; Dimitrios Hatzinakos (CCECE, 2023)

DPAN: A Deep Light-Weight Attention-Based Image Super Resolution Network Using Multi-Dimensional Filter Design Technique. - Alireza Esmaeilzehi; Hossein Zaredar; Dimitrios Hatzinakos; M. Omair Ahmad (IEEE Signal Process. Lett., 2023)

Ultralight-Weight Three-Prior Convolutional Neural Network for Single Image Super Resolution. - Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (IEEE Trans. Artif. Intell., 2023)

DisCrossFormer: A Deep Light-Weight Image Super Resolution Network Using Disentangled Visual Signal Processing and Correlated Cross-Attention Transformer Operation. - Alireza Esmaeilzehi; Mohammad Javad Rajabi; Hossein Zaredar; M. Omair Ahmad (MLSP, 2024)

CDFL: Efficient Federated Human Activity Recognition using Contrastive Learning and Deep Clustering. - Ensieh Khazaei; Alireza Esmaeilzehi; Bilal Taha; Dimitrios Hatzinakos (CoRR, 2024)

DHBSR: A deep hybrid representation-based network for blind image super resolution. - Alireza Esmaeilzehi; Farshid Nooshi; Hossein Zaredar; M. Omair Ahmad (Comput. Vis. Image Underst., 2024)

OODNet: A deep blind JPEG image compression deblocking network using out-of-distribution detection. - Syed Safwan Ahsan; Alireza Esmaeilzehi; M. Omair Ahmad (J. Vis. Commun. Image Represent., 2024)

HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments. - Alireza Esmaeilzehi; Ensieh Khazaei; Kai Wang 068; Navjot Kaur Kalsi; Pai Chet Ng; Huan Liu 014; Yuanhao Yu; Dimitrios Hatzinakos; Konstantinos N. Plataniotis (Pattern Recognit. Lett., 2024)

DJUHNet: A deep representation learning-based scheme for the task of joint image upsampling and hashing. - Alireza Esmaeilzehi; Morteza Mirzaei; Hossein Zaredar; Dimitrios Hatzinakos; M. Omair Ahmad (Signal Process. Image Commun., 2024)

HighBoostNet: a deep light-weight image super-resolution network using high-boost residual blocks. - Alireza Esmaeilzehi; Lei Ma 003; M. N. S. Swamy; M. Omair Ahmad (Vis. Comput., 2024)

DMML: Deep Multi-Prior and Multi-Discriminator Learning for Underwater Image Enhancement. - Alireza Esmaeilzehi; Yang Ou; M. Omair Ahmad; M. N. S. Swamy (IEEE Trans. Broadcast., 2024)

MIPE: Towards Cleaning the Datasets of Autonomous Driving Systems Using Multi-Modal Information Processing and Confident Learning. - Alireza Esmaeilzehi; Seyed Matin Tavakoli Afshari; Qing Guo 005; Felix Juefei-Xu; Lei Ma 003 (IEEE Trans. Intell. Veh., 2024)

OSR: Toward Developing Efficient Federated Learning-based Human Activity Recognition using Optimal Server Representations. - Ensieh Khazaei; Bilal Taha; Alireza Esmaeilzehi; Dimitrios Hatzinakos (ICASSP, 2025)

CLBSR: A deep curriculum learning-based blind image super resolution network using geometrical prior. - Alireza Esmaeilzehi; Amir Mohammad Babaei; Farshid Nooshi; Hossein Zaredar; M. Omair Ahmad (Image Vis. Comput., 2025)

UADiff: A Deep Underwater Image Enhancement Network Using Generative Diffusion Prior and Uncertainty-Aware Learning. - Yang Ou; Alireza Esmaeilzehi; M. Omair Ahmad; M. N. S. Swamy (IEEE Trans. Geosci. Remote. Sens., 2025)

DCSR: A deep continual learning-based scheme for image super resolution using knowledge distillation. - Alireza Esmaeilzehi; Hossein Zaredar; M. Omair Ahmad (Appl. Intell., 2025)

FUVT: a deep few-shot unsupervised learning-based video-to-video translation scheme using Kalman filtering and relativistic GAN. - Koorosh Roohi; Alireza Esmaeilzehi; M. Omair Ahmad (Signal Image Video Process., 2025)