S. M. Reza Soroushmehr

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 80

Top Topics

Liver Segmentation

Image Watermarking

Convolutional Neural Networks

Top Venues

Publications

Nasrin Tavakoli, Maryam Karimi, Alireza Norouzi, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
Detection of abnormalities in mammograms using deep features. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
S. M. Reza Soroushmehr, Shadrokh Samavi, Shahram Shirani
Adaptive search area for fast motion estimation. CoRR (2022)
Renaid B. Kim, Jonathan Gryak, Abinash Mishra, Can Cui, S. M. Reza Soroushmehr, Kayvan Najarian, James S. Wrobel
Utilization of smartphone and tablet camera photographs to predict healing of diabetes-related foot ulcers. Comput. Biol. Medicine 126 (2020)
Olivia Alge, S. M. Reza Soroushmehr, Jonathan Gryak, Anna Kratz, Kayvan Najarian
Predicting Poor Sleep Quality in Fibromyalgia with Wrist Sensors. EMBC (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)
Mahnoosh Bagheri, Majid Mohrekesh, Milad Tehrani, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
Deep Neural Network based Polyp Segmentation in Colonoscopy Images using a Combination of Color Spaces. EMBC (2019)
Zahra Sobhaninia, Shima Rafiei, Ali Emami, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, S. M. Reza Soroushmehr
Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning. CoRR (2019)
Zahra Sobhaninia, Shima Rafiei, Ali Emami, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, S. M. Reza Soroushmehr
Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning. EMBC (2019)
Maryam Karimi, Najmeh Soltanian, Shadrokh Samavi, Kayvan Najarian, Nader Karimi, S. M. Reza Soroushmehr
Blind stereo image quality assessment inspired by brain sensory-motor fusion. Digit. Signal Process. 91 (2019)
S. M. Reza Soroushmehr, Krishna Rajajee, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian, Kevin Ward, Mohamad Hakam Tiba
Automated Optic Nerve Sheath Diameter Measurement Using Super-pixel Analysis. EMBC (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)
Safiyeh Rezaei, Ali Emami, Hamidreza Zarrabi, Shima Rafiei, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features. CoRR (2019)
Hamidreza Zarrabi, Ali Emami, Pejman Khadivi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi
BlessMark: A Blind Diagnostically-Lossless Watermarking Framework for Medical Applications Based on Deep Neural Networks. CoRR (2019)
Ebrahim Nasr-Esfahani, Shima Rafiei, Mohammad H. Jafari, Nader Karimi, James S. Wrobel, Shadrokh Samavi, S. M. Reza Soroushmehr
Dense pooling layers in fully convolutional network for skin lesion segmentation. Comput. Medical Imaging Graph. 78 (2019)
Alexey Gribov, Kelsey Horan, Jonathan Gryak, Kayvan Najarian, Vladimir Shpilrain, S. M. Reza Soroushmehr, Delaram Kahrobaei
Medical Diagnostics Based on Encrypted Medical Data. BICT (2019)
Cheng Jiang, Jie Cao, Craig A. Williamson, Negar Farzaneh, Venkatakrishna Rajajee, Jonathan Gryak, Kayvan Najarian, S. M. Reza Soroushmehr
Midline Shift vs. Mid-Surface Shift: Correlation with Outcome of Traumatic Brain Injuries. BIBM (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)
Safiyeh Rezaei, Ali Emami, Hamidreza Zarrabi, Shima Rafiei, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features. EMBC (2019)
Hoda Mohaghegh, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
Aggregation of Rich Depth-Aware Features in a Modified Stacked Generalization Model for Single Image Depth Estimation. IEEE Trans. Circuits Syst. Video Technol. 29 (3) (2019)
Alireza Norouzi, Ali Emami, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
Exploiting Uncertainty of Deep Neural Networks for Improving Segmentation Accuracy in MRI Images. ICASSP (2019)
Shima Rafiei, Nader Karimi, Behzad Mirmahboub, Kayvan Najarian, Banafsheh Felfeliyan, Shadrokh Samavi, S. M. Reza Soroushmehr
Liver Segmentation in Abdominal CT Images Using Probabilistic Atlas and Adaptive 3D Region Growing. EMBC (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)
Mina Nasr-Esfahani, Majid Mohrekesh, Mojtaba Akbari, S. M. Reza Soroushmehr, Ebrahim Nasr-Esfahani, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network. CoRR (2018)
Alexander Wood, S. M. Reza Soroushmehr, Negar Farzaneh, David Paul Fessell, Kevin R. Ward, Jonathan Gryak, Delaram Kahrobaei, Kayvan Najarian
Fully Automated Spleen Localization And Segmentation Using Machine Learning And 3D Active Contours. EMBC (2018)
Mojtaba Akbari, Majid Mohrekesh, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Adaptive specular reflection detection and inpainting in colonoscopy video frames. CoRR (2018)
Elham Etemad, Shadrokh Samavi, S. M. Reza Soroushmehr, Nader Karimi, Mohammad Etemad, Shahram Shirani, Kayvan Najarian
Robust image watermarking scheme using bit-plane of hadamard coefficients. Multim. Tools Appl. 77 (2) (2018)
Mina Nasr-Esfahani, Majid Mohrekesh, Mojtaba Akbari, S. M. Reza Soroushmehr, Ebrahim Nasr-Esfahani, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network. EMBC (2018)
Mohsen Hooshmand, S. M. Reza Soroushmehr, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian
Automatic Midline Shift Detection in Traumatic Brain Injury. EMBC (2018)
Mojtaba Akbari, Majid Mohrekesh, Ebrahim Nasr-Esfahani, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Polyp Segmentation in Colonoscopy Images Using Fully Convolutional Network. EMBC (2018)
Mojtaba Akbari, Majid Mohrekesh, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
Adaptive Specular Reflection Detection and Inpainting in Colonoscopy Video Frames. ICIP (2018)
Shima Rafiei, Ebrahim Nasr-Esfahani, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Liver segmentation in CT images using three dimensional to two dimensional fully connected network. CoRR (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)
Alexandr A. Kalinin, Gerald A. Higgins, Narathip Reamaroon, S. M. Reza Soroushmehr, Ari Allyn-Feuer, Ivo D. Dinov, Kayvan Najarian, Brian D. Athey
Deep Learning in Pharmacogenomics: From Gene Regulation to Patient Stratification. CoRR (2018)
Mahdi Ahmadi, Alireza Norouzi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, Ali Emami
ReDMark: Framework for Residual Diffusion Watermarking on Deep Networks. CoRR (2018)
Alireza Norouzi, Ali Emami, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Left ventricle segmentation By modelling uncertainty in prediction of deep convolutional neural networks and adaptive thresholding inference. CoRR (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)
Maedeh Jamali, Shima Rafiei, S. M. Reza Soroushmehr, Nader Karimi, Shahram Shirani, Kayvan Najarian, Shadrokh Samavi
Adaptive image watermarking using human perception based fuzzy inference system. J. Intell. Fuzzy Syst. 35 (4) (2018)
Mojtaba Akbari, Majid Mohrekesh, Shima Rafiei, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Classification of Informative Frames in Colonoscopy Videos Using Convolutional Neural Networks with Binarized Weights. EMBC (2018)
Maryam Karimi, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Weisi Lin, Kayvan Najarian
Pyramidal modeling of geometric distortions for retargeted image quality evaluation. Multim. Tools Appl. 77 (11) (2018)
Shima Rafiei, Ebrahim Nasr-Esfahani, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
Liver Segmentation in CT Images Using Three Dimensional to Two Dimensional Fully Convolutional Network. ICIP (2018)
Negar Farzaneh, S. M. Reza Soroushmehr, Hirenkumar Patel, Alexander Wood, Jonathan Gryak, David Paul Fessell, Kayvan Najarian
Automated Kidney Segmentation for Traumatic Injured Patients through Ensemble Learning and Active Contour Modeling. EMBC (2018)
Heming Yao, Craig A. Williamson, S. M. Reza Soroushmehr, Jonathan Gryak, Kayvan Najarian
Hematoma Segmentation Using Dilated Convolutional Neural Network. EMBC (2018)
Hamid R. Fazlali, Nader Karimi, S. M. Reza Soroushmehr, Shahram Shirani, Brahmajee. K. Nallamothu, Kevin R. Ward, Shadrokh Samavi, Kayvan Najarian
Vessel segmentation and catheter detection in X-ray angiograms using superpixels. Medical Biol. Eng. Comput. 56 (9) (2018)
Atefe Rajaeefar, Ali Emami, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Lossless Image Compression Algorithm for Wireless Capsule Endoscopy by Content-Based Classification of Image Blocks. 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)
Maryam Karimi, Najmeh Soltanian, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Kayvan Najarian
Blind Stereo Image Quality Assessment Inspired by Brain Sensory-Motor Fusion. CoRR (2017)
Maryam Karimi, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Weisi Lin, Kayvan Najarian
Quality assessment of retargeted images by salient region deformity analysis. J. Vis. Commun. Image Represent. 43 (2017)
Ebrahim Nasr-Esfahani, Shima Rafiee, Mohammad H. Jafari, Nader Karimi, James S. Wrobel, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
Dense Fully Convolutional Network for Skin Lesion Segmentation. CoRR (2017)
Zhi Li, S. M. Reza Soroushmehr, Yingqi Hua, Min Mao, Yunping Qiu, Kayvan Najarian
Classifying osteosarcoma patients using machine learning approaches. EMBC (2017)
Mansour Nejati, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Shahram Shirani, Iman Roosta, Kayvan Najarian
Surface area-based focus criterion for multi-focus image fusion. Inf. Fusion 36 (2017)
Negar Farzaneh, S. M. Reza Soroushmehr, Craig A. Williamson, Cheng Jiang, Ashok Srinivasan, Jayapalli R. Bapuraj, Kevin R. Ward, Frederick K. Korley, Kayvan Najarian
Automated subdural hematoma segmentation for traumatic brain injured (TBI) patients. EMBC (2017)
Negar Farzaneh, Samuel Habbo-Gavin, S. M. Reza Soroushmehr, Hirenkumar Patel, David Paul Fessell, Kevin R. Ward, Kayvan Najarian
Atlas based 3D liver segmentation using adaptive thresholding and superpixel approaches. ICASSP (2017)
Mohsen Hooshmand, Shadrokh Samavi, S. M. Reza Soroushmehr
Power Aware Visual Sensor Network for Wildlife Habitat Monitoring. CoRR (2017)
M. Hossein Jafari, Ebrahim Nasr-Esfahani, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
Extraction of skin lesions from non-dermoscopic images for surgical excision of melanoma. Int. J. Comput. Assist. Radiol. Surg. 12 (6) (2017)
Nasrin Tavakoli, Maryam Karimi, Mansour Nejati, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
Abnormality detection of mammograms by discriminative dictionary learning on DSIFT descriptors. EMBC (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)
Maedeh Jamali, Shima Rafiee, S. M. Reza Soroushmehr, Nader Karimi, Shahram Shirani, Kayvan Najarian, Shadrokh Samavi
Adaptive Blind Image Watermarking Using Fuzzy Inference System Based on Human Visual Perception. CoRR (2017)
Mansour Nejati, Maryam Karimi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Fast exposure fusion using exposedness function. ICIP (2017)
Hamid R. Fazlali, Nader Karimi, S. M. Reza Soroushmehr, Shahram Shirani, Brahmajee. K. Nallamothu, Kevin R. Ward, Shadrokh Samavi, Kayvan Najarian
Vessel Segmentation and Catheter Detection in X-Ray Angiograms Using Superpixels. CoRR (2017)
Maryam Karimi, Mansour Nejati, S. M. Reza Soroushmehr, Shadrokh Samavi, Nader Karimi, Kayvan Najarian
Blind Stereo Quality Assessment Based on Learned Features From Binocular Combined Images. IEEE Trans. Multim. 19 (11) (2017)
Mohammad H. Jafari, Ebrahim Nasr-Esfahani, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep Learning. CoRR (2016)
Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr, Shahram Shirani, Kayvan Najarian
Toward practical guideline for design of image compression algorithms for biomedical applications. Expert Syst. Appl. 56 (2016)
Mansour Nejati, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Kayvan Najarian
Boosted multi-scale dictionaries for image compression. ICASSP (2016)
Ebrahim Nasr-Esfahani, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Kevin Ward, Mohammad H. Jafari, Banafsheh Felfeliyan, Brahmajee. K. Nallamothu, Kayvan Najarian
Vessel extraction in X-ray angiograms using deep learning. EMBC (2016)
Negar Farzaneh, Shadrokh Samavi, S. M. Reza Soroushmehr, Hirenkumar Patel, Samuel Habbo-Gavin, David Paul Fessell, Kevin R. Ward, Kayvan Najarian
Liver segmentation using location and intensity probabilistic atlases. EMBC (2016)
Ebrahim Nasr-Esfahani, Nader Karimi, S. M. Reza Soroushmehr, M. Hossein Jafari, M. Amin Khorsandi, Shadrokh Samavi, Kayvan Najarian
Hand Gesture Recognition for Contactless Device Control in Operating Rooms. CoRR (2016)
Mansour Nejati, Shadrokh Samavi, S. M. Reza Soroushmehr, Kayvan Najarian
Coherence regularized dictionary learning. ICASSP (2016)
Somayeh Molaei, Frederick K. Korley, S. M. Reza Soroushmehr, Hayley Falk, Haris I. Sair, Kevin Ward, Kayvan Najarian
A machine learning based approach for identifying traumatic brain injury patients for whom a head CT scan can be avoided. EMBC (2016)
Mansour Nejati, Shadrokh Samavi, S. M. Reza Soroushmehr, Kayvan Najarian
Low-rank regularized collaborative filtering for image denoising. ICIP (2015)
Hoda Mohaghegh, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
Adaptive stereo medical image watermarking using non-corresponding blocks. EMBC (2015)
Salome Kazeminia, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Harm Derksen, Kayvan Najarian
Region of interest extraction for lossless compression of bone X-ray images. EMBC (2015)
Fatemeh Afghah, Abolfazl Razi, S. M. Reza Soroushmehr, Somayeh Molaei, Hamid Ghanbari, Kayvan Najarian
A Game Theoretic Predictive Modeling Approach to Reduction of False Alarm. ICSH (2015)
S. M. Reza Soroushmehr, Pavani Davuluri, Somayeh Molaei, Rosalyn Hobson Hargraves, Yang Tang, Charles H. Cockrell, Kevin Ward, Kayvan Najarian
Spleen Segmentation and Assessment in CT Images for Traumatic Abdominal Injuries. J. Medical Syst. 39 (9) (2015)
Roozbeh Dehghannasiri, S. M. Reza Soroushmehr, Shahram Shirani
Frame rate up-conversion using nonparametric estimator. ICIP (2014)
S. M. Reza Soroushmehr, Shadrokh Samavi, Shahram Shirani
Simple and efficient motion estimation algorithm by continuum search. Multim. Tools Appl. 71 (3) (2014)
Robert Lengyel, S. M. Reza Soroushmehr, Shahram Shirani
Multi-view video super-resolution for hybrid cameras using modified NLM and adaptive thresholding. ICIP (2014)