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Alireza Esmaeilzehi

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2020 – today

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2026
[j24]
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Morteza Poudineh, Alireza Esmaeilzehi, M. Omair Ahmad:
Opfusion: a deep blind image super resolution network using generative diffusion models and neural operator learning. Multim. Syst. 32(1): 16 (2026)
2025
[j23]
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Alireza Esmaeilzehi, Hossein Zaredar, M. Omair Ahmad:
DCSR: A deep continual learning-based scheme for image super resolution using knowledge distillation. Appl. Intell. 55(7): 627 (2025)
[j22]
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Alireza Esmaeilzehi, Amir Mohammad Babaei, Farshid Nooshi, Hossein Zaredar, M. Omair Ahmad:
CLBSR: A deep curriculum learning-based blind image super resolution network using geometrical prior. Image Vis. Comput. 154: 105364 (2025)
[j21]
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Alireza Esmaeilzehi, Hossein Zaredar, Raha Ahmadi, M. Omair Ahmad:
HiSpecmer: a deep efficient image super resolution network using transformers with hierarchical and spectral feature attention. Multim. Tools Appl. 84(37): 45713-45731 (2025)
[j20]
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Koorosh Roohi, Alireza Esmaeilzehi, M. Omair Ahmad:
FUVT: a deep few-shot unsupervised learning-based video-to-video translation scheme using Kalman filtering and relativistic GAN. Signal Image Video Process. 19(5): 422 (2025)
[j19]
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Morteza Poudineh, Alireza Esmaeilzehi, M. Omair Ahmad:
IRBFusion: Diffusion-Based Blind Image Super Resolution Using Unsupervised Learning and Bank of Restoration Networks. IEEE Trans. Broadcast. 71(4): 1048-1064 (2025)
[j18]
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Yang Ou, Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
UADiff: A Deep Underwater Image Enhancement Network Using Generative Diffusion Prior and Uncertainty-Aware Learning. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025)
[c15]
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Ensieh Khazaei, Bilal Taha, Alireza Esmaeilzehi, Dimitrios Hatzinakos:
OSR: Toward Developing Efficient Federated Learning-based Human Activity Recognition using Optimal Server Representations. ICASSP 2025: 1-5
2024
[j17]
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Alireza Esmaeilzehi, Farshid Nooshi, Hossein Zaredar, M. Omair Ahmad:
DHBSR: A deep hybrid representation-based network for blind image super resolution. Comput. Vis. Image Underst. 246: 104034 (2024)
[j16]
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Syed Safwan Ahsan, Alireza Esmaeilzehi, M. Omair Ahmad:
OODNet: A deep blind JPEG image compression deblocking network using out-of-distribution detection. J. Vis. Commun. Image Represent. 104: 104302 (2024)
[j15]
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Alireza Esmaeilzehi, Ensieh Khazaei, Kai Wang, Navjot Kaur Kalsi, Pai Chet Ng, Huan Liu, Yuanhao Yu, Dimitrios Hatzinakos, Konstantinos N. Plataniotis:
HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments. Pattern Recognit. Lett. 184: 126-132 (2024)
[j14]
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Alireza Esmaeilzehi, Morteza Mirzaei, Hossein Zaredar, Dimitrios Hatzinakos, M. Omair Ahmad:
DJUHNet: A deep representation learning-based scheme for the task of joint image upsampling and hashing. Signal Process. Image Commun. 129: 117187 (2024)
[j13]
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Alireza Esmaeilzehi, Yang Ou, M. Omair Ahmad, M. N. S. Swamy:
DMML: Deep Multi-Prior and Multi-Discriminator Learning for Underwater Image Enhancement. IEEE Trans. Broadcast. 70(2): 637-653 (2024)
[j12]
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Alireza Esmaeilzehi, Seyed Matin Tavakoli Afshari, Qing Guo, Felix Juefei-Xu, Lei Ma:
MIPE: Towards Cleaning the Datasets of Autonomous Driving Systems Using Multi-Modal Information Processing and Confident Learning. IEEE Trans. Intell. Veh. 9(9): 5361-5376 (2024)
[j11]
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Alireza Esmaeilzehi, Lei Ma, M. N. S. Swamy, M. Omair Ahmad:
HighBoostNet: a deep light-weight image super-resolution network using high-boost residual blocks. Vis. Comput. 40(2): 1111-1129 (2024)
[c14]
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Alireza Esmaeilzehi, Mohammad Javad Rajabi, Hossein Zaredar, M. Omair Ahmad:
DisCrossFormer: A Deep Light-Weight Image Super Resolution Network Using Disentangled Visual Signal Processing and Correlated Cross-Attention Transformer Operation. MLSP 2024: 1-6
[i1]
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Ensieh Khazaei, Alireza Esmaeilzehi, Bilal Taha, Dimitrios Hatzinakos:
CDFL: Efficient Federated Human Activity Recognition using Contrastive Learning and Deep Clustering. CoRR abs/2407.12287 (2024)
2023
[j10]
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Alireza Esmaeilzehi, Hossein Zaredar, Dimitrios Hatzinakos, M. Omair Ahmad:
DPAN: A Deep Light-Weight Attention-Based Image Super Resolution Network Using Multi-Dimensional Filter Design Technique. IEEE Signal Process. Lett. 30: 1637-1641 (2023)
[j9]
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
Ultralight-Weight Three-Prior Convolutional Neural Network for Single Image Super Resolution. IEEE Trans. Artif. Intell. 4(6): 1724-1738 (2023)
[c13]
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Fatemeh Sadat Mousavi, Alireza Esmaeilzehi, Dimitrios Hatzinakos:
Development of an Efficient ECG and PPG Signal Processing-based Spoof Detection System using Convolutional Neural Networks. CCECE 2023: 558-563
2022
[j8]
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
SRNMSM: A Deep Light-Weight Image Super Resolution Network Using Multi-Scale Spatial and Morphological Feature Generating Residual Blocks. IEEE Trans. Broadcast. 68(1): 58-68 (2022)
[j7]
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
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 69(3): 1937-1941 (2022)
[c12]
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
DSegAN: A Deep Light-weight Segmentation-based Attention Network for Image Restoration. ISCAS 2022: 1284-1288
[c11]
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Alireza Esmaeilzehi, Lei Ma, M. Omair Ahmad:
Towards Analyzing the Robustness of Deep Light-weight Image Super Resolution Networks under Distribution Shift. MMSP 2022: 1-6
2021
[j6]
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
MuRNet: A deep recursive network for super resolution of bicubically interpolated images. Signal Process. Image Commun. 94: 116228 (2021)
[j5]
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
SRNHARB: A deep light-weight image super resolution network using hybrid activation residual blocks. Signal Process. Image Commun. 99: 116509 (2021)
[j4]
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
UPDResNN: A Deep Light-Weight Image Upsampling and Deblurring Residual Neural Network. IEEE Trans. Broadcast. 67(2): 538-548 (2021)
[j3]
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
SRNSSI: A Deep Light-Weight Network for Single Image Super Resolution Using Spatial and Spectral Information. IEEE Trans. Computational Imaging 7: 409-421 (2021)
[c10]
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
MorphoNet: A Deep Image Super Resolution Network Using Hierarchical and Morphological Feature Generating Residual Blocks. ISCAS 2021: 1-5
[c9]
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
MISNet: Multi-Resolution Level Feature Interpolating Ultralight-Weight Residual Image Super Resolution Network. ISCAS 2021: 1-5
2020
[c8]
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
Development Of New Fractal And Non-Fractal Deep Residual Networks For Deblocking Of Jpeg Decompressed Images. ICIP 2020: 1271-1275
[c7]
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
MGHCNET: A Deep Multi-Scale Granular and Holistic Channel Feature Generation Network for Image Super Resolution. ICME 2020: 1-6
[c6]
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
Srnmfrb: A Deep Light-Weight Super Resolution Network Using Multi-Receptive Field Feature Generation Residual Blocks. ICME 2020: 1-6
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
EFFRBNet: A Deep Super Resolution Network using Edge-Assisted Feature Fusion Residual Blocks. ISCAS 2020: 1-5
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
PHMNet: A Deep Super Resolution Network using Parallel and Hierarchical Multi-Scale Residual Blocks. ISCAS 2020: 1-5

2010 – 2019

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2019
[c3]
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
UPDCNN: A New Scheme for Image Upsampling and Deblurring Using a Deep Convolutional Neural Network. ICIP 2019: 2154-2158
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
Deep Jpeg Image Deblocking Using Residual Maxout Units. ICIP 2019: 2681-2685
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
SRSubBandNet: A New Deep Learning Scheme for Single Image Super Resolution Based on Subband Reconstruction. ISCAS 2019: 1-5
2018
[j2]
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Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
Compnet: A New Scheme for Single Image Super Resolution Based on Deep Convolutional Neural Network. IEEE Access 6: 59963-59974 (2018)
2017
[j1]
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Alireza Esmaeilzehi, Hamid Abrishami Moghaddam:
Nonparametric kernel sparse representation-based classifier. Pattern Recognit. Lett. 89: 46-52 (2017)

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