Mohsen Hajabdollahi

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 36

Top Topics

Capsule Endoscopy

Top Venues

Biomed. Signal Process. Control.

Publications

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 (2021)
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)
Emad Malekhosseini, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi, Shahram Shirani
Splitting Convolutional Neural Network Structures for Efficient Inference. CoRR (2020)
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 (2020)
Mohsen Hajabdollahi, Nader Karimi, Shahram Shirani, Shadrokh Samavi
Hardware Implementation of Adaptive Watermarking Based on Local Spatial Disorder Analysis. CoRR (2020)
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)
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 (2020)
Morteza Mousa Pasandi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi, Shahram Shirani
Convolutional Neural Network Pruning Using Filter Attenuation. CoRR (2020)
Kamran Chitsaz, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi, Shahram Shirani
Acceleration of Convolutional Neural Network Using FFT-Based Split Convolutions. CoRR (2020)
Morteza Mousa Pasandi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi, Shahram Shirani
Convolutional Neural Network Pruning Using Filter Attenuation. ICIP (2020)
Sajjad Abbasi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi, Shahram Shirani
Unlabeled Data Deployment for Classification of Diabetic Retinopathy Images Using Knowledge Transfer. CoRR (2020)
Morteza Mousa Pasandi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi
Modeling of Pruning Techniques for Deep Neural Networks Simplification. CoRR (2020)
Reza Esfandiarpoor, Mohsen Hajabdollahi, Stephen H. Bach
Pseudo Shots: Few-Shot Learning with Auxiliary Data. CoRR (2020)
Sajjad Abbasi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi
Modeling Teacher-Student Techniques in Deep Neural Networks for Knowledge Distillation. CoRR (2019)
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)
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)
Emad Malekhosseini, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi
Modeling Neural Architecture Search Methods for Deep Networks. CoRR (2019)
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)
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) (2019)
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 (2018)
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)
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 (2018)
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) (2018)
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)
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)
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 (2018)
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 (2018)
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 (2018)
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) (2018)
Mahdi Ahmadi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi
Context aware saliency map generation using semantic segmentation. CoRR (2018)
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 (2018)
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 (2017)
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 (2017)
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)
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)
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)