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reza azad
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Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions
R Azad, M Asadi-Aghbolaghi, M Fathy, S Escalera
ICCV 2019, IEEE International Conference on Computer Vision 2019, 2019
4192019
Diffusion models in medical imaging: A comprehensive survey
A Kazerouni, EK Aghdam, M Heidari, R Azad, M Fayyaz, I Hacihaliloglu, ...
Medical Image Analysis, 102846, 2023
1632023
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation
M Heidari, A Kazerouni, M Soltany, R Azad, EK Aghdam, J Cohen-Adad, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
1052022
Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation
R Azad, M Asadi-Aghbolaghi, M Fathy, S Escalera
ECCV, European Conference on Computer Vision, 2020
1032020
Medical Image Segmentation Review: The success of U-Net
R Azad, EK Aghdam, A Rauland, Y Jia, AH Avval, A Bozorgpour, ...
arXiv preprint arXiv:2211.14830, 2022
922022
On the texture bias for few-shot cnn segmentation
R Azad, AR Fayjie, C Kauffmann, I Ben Ayed, M Pedersoli, J Dolz
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
782021
Semi-supervised few-shot learning for medical image segmentation
AR Feyjie, R Azad, M Pedersoli, C Kauffman, IB Ayed, J Dolz
arXiv preprint arXiv:2003.08462, 2020
712020
Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation
M Asadi-Aghbolaghi, R Azad, M Fathy, S Escalera
arXiv:2003.05056, 1-10, 2020
632020
Contextual Attention Network: Transformer Meets U-Net
A Reza, H Moein, W Yuli, M Dorit
MICCAI 2022, 2022
512022
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation
R Azad, M Heidari, M Shariatnia, EK Aghdam, S Karimijafarbigloo, E Adeli, ...
MICCAI 2022, 2022
502022
Dynamic 3D Hand Gesture Recognition by Learning Weighted Depth Motion Maps
R Azad, M Asadi-Aghbolaghi, S Kasaei, S Escalera
IEEE Transactions on Circuits and Systems for Video Technology, 1-12, 2018
452018
DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation
R Azad, R Arimond, EK Aghdam, A Kazerouni, D Merhof
MICCAI 2023 workshop, 2022
432022
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model
R Azad, MT AL-Antary, M Heidari, D Merhof
IEEE Access, 2022
412022
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review
R Azad, A Kazerouni, M Heidari, EK Aghdam, A Molaei, Y Jia, A Jose, ...
Medical Image Analysis, 2023
372023
SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities
R Azad, N Khosravi, D Merhof
MIDL 2022, 2022
372022
Deep Frequency Re-Calibration U-Net for Medical Image Segmentation
R Azad, A Bozorgpour, M Asadi-Aghbolaghi, D Merhof, S Escalera
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
362021
New method for optimization of license plate recognition system with use of edge detection and connected component
R Azad, HR Shayegh
IEEE International Conference on Computer and Knowledge Engineering, 21-25, 2013
352013
Medical Image Segmentation on MRI Images with Missing Modalities: A Review
R Azad, N Khosravi, M Dehghanmanshadi, J Cohen-Adad, D Merhof
Computational Visual Media, 2022
312022
Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation
EK Aghdam, R Azad, M Zarvani, D Merhof
ISBI 2023, 2022
262022
Real-time human-computer interaction based on face and hand gesture recognition
R Azad, B Azad, NB Khalifa, S Jamali
International Journal of Foundations of Computer Science & Technology, 2014
212014
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