Alireza Esmaeilzehi

40 papers A 2B 3C 7Misc 1Journal 25Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Opfusion: a deep blind image super resolution network using generative diffusion models and neural operator learning.
Multim. Syst.
Morteza Poudineh, Alireza Esmaeilzehi, M. Omair Ahmad
2025 J jnl
CLBSR: A deep curriculum learning-based blind image super resolution network using geometrical prior.
Image Vis. Comput.
Alireza Esmaeilzehi, Amir Mohammad Babaei, Farshid Nooshi, Hossein Zaredar, M. Omair Ahmad
2025 J jnl
DCSR: A deep continual learning-based scheme for image super resolution using knowledge distillation.
Appl. Intell.
Alireza Esmaeilzehi, Hossein Zaredar, M. Omair Ahmad
2025 J jnl
FUVT: a deep few-shot unsupervised learning-based video-to-video translation scheme using Kalman filtering and relativistic GAN.
Signal Image Video Process.
Koorosh Roohi, Alireza Esmaeilzehi, M. Omair Ahmad
2025 J jnl
HiSpecmer: a deep efficient image super resolution network using transformers with hierarchical and spectral feature attention.
Multim. Tools Appl.
Alireza Esmaeilzehi, Hossein Zaredar, Raha Ahmadi, M. Omair Ahmad
2025 J jnl
IRBFusion: Diffusion-Based Blind Image Super Resolution Using Unsupervised Learning and Bank of Restoration Networks.
IEEE Trans. Broadcast.
Morteza Poudineh, Alireza Esmaeilzehi, M. Omair Ahmad
2025 Misc conf
OSR: Toward Developing Efficient Federated Learning-based Human Activity Recognition using Optimal Server Representations.
ICASSP
Ensieh Khazaei, Bilal Taha, Alireza Esmaeilzehi, Dimitrios Hatzinakos
2025 J jnl
UADiff: A Deep Underwater Image Enhancement Network Using Generative Diffusion Prior and Uncertainty-Aware Learning.
IEEE Trans. Geosci. Remote. Sens.
Yang Ou, Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2024 J jnl
CDFL: Efficient Federated Human Activity Recognition using Contrastive Learning and Deep Clustering.
CoRR
Ensieh Khazaei, Alireza Esmaeilzehi, Bilal Taha, Dimitrios Hatzinakos
2024 J jnl
DHBSR: A deep hybrid representation-based network for blind image super resolution.
Comput. Vis. Image Underst.
Alireza Esmaeilzehi, Farshid Nooshi, Hossein Zaredar, M. Omair Ahmad
2024 J jnl
DJUHNet: A deep representation learning-based scheme for the task of joint image upsampling and hashing.
Signal Process. Image Commun.
Alireza Esmaeilzehi, Morteza Mirzaei, Hossein Zaredar, Dimitrios Hatzinakos, M. Omair Ahmad
2024 J jnl
DMML: Deep Multi-Prior and Multi-Discriminator Learning for Underwater Image Enhancement.
IEEE Trans. Broadcast.
Alireza Esmaeilzehi, Yang Ou, M. Omair Ahmad, M. N. S. Swamy
2024 — conf
DisCrossFormer: A Deep Light-Weight Image Super Resolution Network Using Disentangled Visual Signal Processing and Correlated Cross-Attention Transformer Operation.
MLSP
Alireza Esmaeilzehi, Mohammad Javad Rajabi, Hossein Zaredar, M. Omair Ahmad
2024 J jnl
HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments.
Pattern Recognit. Lett.
Alireza Esmaeilzehi, Ensieh Khazaei, Kai Wang, Navjot Kaur Kalsi, Pai Chet Ng, Huan Liu, Yuanhao Yu, Dimitrios Hatzinakos, Konstantinos N. Plataniotis
2024 J jnl
HighBoostNet: a deep light-weight image super-resolution network using high-boost residual blocks.
Vis. Comput.
Alireza Esmaeilzehi, Lei Ma, M. N. S. Swamy, M. Omair Ahmad
2024 J jnl
MIPE: Towards Cleaning the Datasets of Autonomous Driving Systems Using Multi-Modal Information Processing and Confident Learning.
IEEE Trans. Intell. Veh.
Alireza Esmaeilzehi, Seyed Matin Tavakoli Afshari, Qing Guo, Felix Juefei-Xu, Lei Ma
2024 J jnl
OODNet: A deep blind JPEG image compression deblocking network using out-of-distribution detection.
J. Vis. Commun. Image Represent.
Syed Safwan Ahsan, Alireza Esmaeilzehi, M. Omair Ahmad
2023 J jnl
DPAN: A Deep Light-Weight Attention-Based Image Super Resolution Network Using Multi-Dimensional Filter Design Technique.
IEEE Signal Process. Lett.
Alireza Esmaeilzehi, Hossein Zaredar, Dimitrios Hatzinakos, M. Omair Ahmad
2023 — conf
Development of an Efficient ECG and PPG Signal Processing-based Spoof Detection System using Convolutional Neural Networks.
CCECE
Fatemeh Sadat Mousavi, Alireza Esmaeilzehi, Dimitrios Hatzinakos
2023 J jnl
Ultralight-Weight Three-Prior Convolutional Neural Network for Single Image Super Resolution.
IEEE Trans. Artif. Intell.
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2022 C conf
DSegAN: A Deep Light-weight Segmentation-based Attention Network for Image Restoration.
ISCAS
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2022 J jnl
FPNet: A Deep Light-Weight Interpretable Neural Network Using Forward Prediction Filtering for Efficient Single Image Super Resolution.
IEEE Trans. Circuits Syst. II Express Briefs
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2022 J jnl
SRNMSM: A Deep Light-Weight Image Super Resolution Network Using Multi-Scale Spatial and Morphological Feature Generating Residual Blocks.
IEEE Trans. Broadcast.
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2022 C conf
Towards Analyzing the Robustness of Deep Light-weight Image Super Resolution Networks under Distribution Shift.
MMSP
Alireza Esmaeilzehi, Lei Ma, M. Omair Ahmad
2021 C conf
MISNet: Multi-Resolution Level Feature Interpolating Ultralight-Weight Residual Image Super Resolution Network.
ISCAS
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2021 C conf
MorphoNet: A Deep Image Super Resolution Network Using Hierarchical and Morphological Feature Generating Residual Blocks.
ISCAS
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2021 J jnl
MuRNet: A deep recursive network for super resolution of bicubically interpolated images.
Signal Process. Image Commun.
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2021 J jnl
SRNHARB: A deep light-weight image super resolution network using hybrid activation residual blocks.
Signal Process. Image Commun.
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2021 J jnl
SRNSSI: A Deep Light-Weight Network for Single Image Super Resolution Using Spatial and Spectral Information.
IEEE Trans. Computational Imaging
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2021 J jnl
UPDResNN: A Deep Light-Weight Image Upsampling and Deblurring Residual Neural Network.
IEEE Trans. Broadcast.
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2020 B conf
Development Of New Fractal And Non-Fractal Deep Residual Networks For Deblocking Of Jpeg Decompressed Images.
ICIP
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2020 C conf
EFFRBNet: A Deep Super Resolution Network using Edge-Assisted Feature Fusion Residual Blocks.
ISCAS
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2020 A conf
MGHCNET: A Deep Multi-Scale Granular and Holistic Channel Feature Generation Network for Image Super Resolution.
ICME
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2020 C conf
PHMNet: A Deep Super Resolution Network using Parallel and Hierarchical Multi-Scale Residual Blocks.
ISCAS
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2020 A conf
Srnmfrb: A Deep Light-Weight Super Resolution Network Using Multi-Receptive Field Feature Generation Residual Blocks.
ICME
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2019 B conf
Deep Jpeg Image Deblocking Using Residual Maxout Units.
ICIP
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2019 C conf
SRSubBandNet: A New Deep Learning Scheme for Single Image Super Resolution Based on Subband Reconstruction.
ISCAS
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2019 B conf
UPDCNN: A New Scheme for Image Upsampling and Deblurring Using a Deep Convolutional Neural Network.
ICIP
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2018 J jnl
Compnet: A New Scheme for Single Image Super Resolution Based on Deep Convolutional Neural Network.
IEEE Access
Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy
2017 J jnl
Nonparametric kernel sparse representation-based classifier.
Pattern Recognit. Lett.
Alireza Esmaeilzehi, Hamid Abrishami Moghaddam