S. M. Reza Soroushmehr

83 papers B 7Misc 4Journal 44Unranked 28

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