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ORCIDMohsen Hajabdollahi
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2020 – today
- 2021
[j7]Sajjad Abbasi, Mohsen Hajabdollahi, Pejman Khadivi, Nader Karimi
, Roshanak Roshandel, Shahram Shirani, Shadrokh Samavi:
Classification of diabetic retinopathy using unlabeled data and knowledge distillation. Artif. Intell. Medicine 121: 102176 (2021)- 2020
- [j6]Mohsen Hajabdollahi, Reza Esfandiarpoor, Elyas Sabeti, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi:
Multiple abnormality detection for automatic medical image diagnosis using bifurcated convolutional neural network. Biomed. Signal Process. Control. 57 (2020) - [j5]Mohsen Hajabdollahi, Reza Esfandiarpoor, Pejman Khadivi, Sayed Mohammad Reza Soroushmehr, Nader Karimi, Shadrokh Samavi:
Simplification of neural networks for skin lesion image segmentation using color channel pruning. Comput. Medical Imaging Graph. 82: 101729 (2020) - [c10]Morteza Mousa Pasandi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi, Shahram Shirani:
Convolutional Neural Network Pruning Using Filter Attenuation. ICIP 2020: 2905-2909 - [c9]Kamran Chitsaz, Mohsen Hajabdollahi, Pejman Khadivi, Shadrokh Samavi, Nader Karimi, Shahram Shirani:
Use of Frequency Domain for Complexity Reduction of Convolutional Neural Networks. ICPR Workshops (4) 2020: 64-74 - [i19]Morteza Mousa Pasandi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi:
Modeling of Pruning Techniques for Deep Neural Networks Simplification. CoRR abs/2001.04062 (2020) - [i18]Morteza Mousa Pasandi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi, Shahram Shirani:
Convolutional Neural Network Pruning Using Filter Attenuation. CoRR abs/2002.03299 (2020) - [i17]Emad Malekhosseini, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi, Shahram Shirani:
Splitting Convolutional Neural Network Structures for Efficient Inference. CoRR abs/2002.03302 (2020) - [i16]Sajjad Abbasi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi, Shahram Shirani:
Unlabeled Data Deployment for Classification of Diabetic Retinopathy Images Using Knowledge Transfer. CoRR abs/2002.03321 (2020) - [i15]Kamran Chitsaz, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi, Shahram Shirani:
Acceleration of Convolutional Neural Network Using FFT-Based Split Convolutions. CoRR abs/2003.12621 (2020) - [i14]Mohsen Hajabdollahi, Nader Karimi, Shahram Shirani, Shadrokh Samavi:
Hardware Implementation of Adaptive Watermarking Based on Local Spatial Disorder Analysis. CoRR abs/2005.05319 (2020) - [i13]Sajjad Abbasi, Mohsen Hajabdollahi, Pejman Khadivi, Nader Karimi, Roshanak Roshandel, Shahram Shirani, Shadrokh Samavi:
Classification of Diabetic Retinopathy Using Unlabeled Data and Knowledge Distillation. CoRR abs/2009.00982 (2020) - [i12]Reza Esfandiarpoor, Mohsen Hajabdollahi, Stephen H. Bach:
Pseudo Shots: Few-Shot Learning with Auxiliary Data. CoRR abs/2012.07176 (2020)
2010 – 2019
- 2019
- [j4]Mohsen Hajabdollahi, Reza Esfandiarpoor, Pejman Khadivi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi:
Segmentation of bleeding regions in wireless capsule endoscopy for detection of informative frames. Biomed. Signal Process. Control. 53 (2019) - [j3]Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi, Kayvan Najarian, Ali Emami, Shahram Shirani, Shadrokh Samavi, Sayed Mohammad Reza Soroushmehr:
Real-time removal of impulse noise from MR images for radiosurgery applications. Int. J. Circuit Theory Appl. 47(3): 406-426 (2019) - [c8]Mohsen Hajabdollahi, Reza Esfandiarpoor, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr:
Hierarchical Pruning for Simplification of Convolutional Neural Networks in Diabetic Retinopathy Classification. EMBC 2019: 970-973 - [c7]Mohsen Hajabdollahi, Reza Esfandiarpoor, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr:
Low Complexity CNN Structure for Automatic Bleeding Zone Detection in Wireless Capsule Endoscopy Imaging. EMBC 2019: 7227-7230 - [i11]Sajjad Abbasi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi:
Modeling Teacher-Student Techniques in Deep Neural Networks for Knowledge Distillation. CoRR abs/1912.13179 (2019) - [i10]Emad Malekhosseini, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi:
Modeling Neural Architecture Search Methods for Deep Networks. CoRR abs/1912.13183 (2019) - 2018
- [j2]Mohsen Hajabdollahi, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian:
Retinal blood vessel segmentation for macula detachment surgery monitoring instruments. Int. J. Circuit Theory Appl. 46(6): 1166-1180 (2018) - [j1]Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi, S. Mohamad R. Soroushmehr, Shahram Shirani, Kayvan Najarian, Shadrokh Samavi:
Adaptive Real-Time Removal of Impulse Noise in Medical Images. J. Medical Syst. 42(11): 216 (2018) - [c6]Hamidreza Zarrabi, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian:
Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain. EMBC 2018: 798-801 - [c5]Mahdi Ahmadi, Ali Emami, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian:
Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background. EMBC 2018: 5158-5161 - [c4]Mohsen Hajabdollahi, Reza Esfandiarpoor, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr:
Low Complexity Convolutional Neural Network for Vessel Segmentation in Portable Retinal Diagnostic Devices. ICIP 2018: 2785-2789 - [i9]Mahdi Ahmadi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi:
Context aware saliency map generation using semantic segmentation. CoRR abs/1801.00256 (2018) - [i8]Mahdi Ahmadi, Ali Emami, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian:
Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background. CoRR abs/1802.07769 (2018) - [i7]Hamidreza Zarrabi, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian:
Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain. CoRR abs/1802.07786 (2018) - [i6]Mohsen Hajabdollahi, Reza Esfandiarpoor, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian:
Segmentation of Bleeding Regions in Wireless Capsule Endoscopy Images an Approach for inside Capsule Video Summarization. CoRR abs/1802.07788 (2018) - [i5]Mohsen Hajabdollahi, Reza Esfandiarpoor, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian:
Low complexity convolutional neural network for vessel segmentation in portable retinal diagnostic devices. CoRR abs/1802.07804 (2018) - [i4]Mohsen Hajabdollahi, Reza Esfandiarpoor, Pejman Khadivi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi:
Segmentation of Bleeding Regions in Wireless Capsule Endoscopy for Detection of Informative Frames. CoRR abs/1808.07746 (2018) - [i3]Mohsen Hajabdollahi, Reza Esfandiarpoor, Elyas Sabeti, Nader Karimi, Kayvan Najarian, S. M. Reza Soroushmehr, Shadrokh Samavi:
Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using Bifurcated Convolutional Neural Network. CoRR abs/1809.05831 (2018) - 2017
- [i2]Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi, S. M. Reza Soroushmehr, Shahram Shirani, Shadrokh Samavi, Kayvan Najarian:
Real-Time Impulse Noise Removal from MR Images for Radiosurgery Applications. CoRR abs/1707.05975 (2017) - [i1]Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi, S. Mohamad R. Soroushmehr, Shahram Shirani, Kayvan Najarian, Shadrokh Samavi:
Adaptive Real-Time Removal of Impulse Noise in Medical Images. CoRR abs/1709.02270 (2017) - 2016
- [c3]M. Amin Khorsandi, Nader Karimi, Shadrokh Samavi, Mohsen Hajabdollahi, S. Mohamad R. Soroushmehr, Kevin Ward, Kayvan Najarian:
Hardware image assessment for wireless endoscopy capsules. EMBC 2016: 2050-2053 - [c2]M. Amin Khorsandi, Nader Karimi, S. Mohamad R. Soroushmehr, Mohsen Hajabdollahi, Shadrokh Samavi, Kevin Ward, Kayvan Najarian:
Radon transform inspired method for hand gesture recognition. ICPR 2016: 1053-1058 - [c1]Zohreh HosseinKhani, Nader Karimi, S. Mohamad R. Soroushmehr, Mohsen Hajabdollahi, Shadrokh Samavi, Kevin Ward, Kayvan Najarian:
Real-time removal of random value impulse noise in medical images. ICPR 2016: 3916-3921
Coauthor Index
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