Nader Karimi

According to our database, Nader Karimi authored at least 166 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Supervised deep learning for content-aware image retargeting with Fourier Convolutions.

Mohammad Hossein Givkashi, Mohammadreza Naderi, Nader Karimi, Shahram Shirani, Shadrokh Samavi

Multim. Tools Appl., November, 2024

Aesthetic-aware image retargeting based on foreground-background separation and PSO optimization.

Mohammadreza Naderi, Mohammad Hossein Givkashi, Nader Karimi, Shahram Shirani, Shadrokh Samavi

Multim. Tools Appl., April, 2024

A Parametric Rate-Distortion Model for Video Transcoding.

Maedeh Jamali, Nader Karimi, Shadrokh Samavi, Shahram Shirani

CoRR, 2024

A lightweight deep learning pipeline with DRDA-Net and MobileNet for breast cancer classification.

Mahdi Ahmadi, Nader Karimi, Shadrokh Samavi

CoRR, 2024

Enhanced Nuclei Segmentation in Histopathological Images Using a Novel Preprocessing Pipeline and Deep Learning.

Ali Tamizifar, Pouya Behzadifar, Zahra Sobhaninia, Nader Karimi, Pejman Khadivi, Shadrokh Samavi

Proceedings of the IEEE World AI IoT Congress, 2024

Enhanced Segmentation in Abdominal CT Images: Leveraging Hybrid CNN-Transformer Architectures and Compound Loss Function.

Fatemeh Piri, Nader Karimi, Shadrokh Samavi

Proceedings of the IEEE World AI IoT Congress, 2024

Wavelet Based fMRI Analysis for Autism Spectrum Disorder Detection using Feature Selection and Ridge Classifier.

Fatemehsadat Ghanadi Ladani, Nader Karimi, Pejman Khadivi, Shadrokh Samavi

Proceedings of the IEEE World AI IoT Congress, 2024

Preserving Details in Darkness: A VQ-VAE Based Approach with SSIM Loss for Low-Light Image Enhancement.

Farzaneh Koohestani, Zahra Nabizadeh-ShahrBabak, Nader Karimi, Shadrokh Samavi

Proceedings of the IEEE World AI IoT Congress, 2024

2023

Correction: Robust watermarking using diffusion of logo into auto-encoder feature maps.

Maedeh Jamali, Nader Karimi, Pejman Khadivi, Shahram Shirani, Shadrokh Samavi

Multim. Tools Appl., December, 2023

Robust watermarking using diffusion of logo into auto-encoder feature maps.

Maedeh Jamali, Nader Karimi, Pejman Khadivi, Shahram Shirani, Shadrokh Samavi

Multim. Tools Appl., December, 2023

Brain tumor segmentation by cascaded multiscale multitask learning framework based on feature aggregation.

Zahra Sobhaninia, Nader Karimi, Pejman Khadivi, Shadrokh Samavi

Biomed. Signal Process. Control., August, 2023

Dynamic-Pix2Pix: Medical image segmentation by injecting noise to cGAN for modeling input and target domain joint distributions with limited training data.

Mohammadreza Naderi, Nader Karimi, Ali Emami, Shahram Shirani, Shadrokh Samavi

Biomed. Signal Process. Control., August, 2023

Detection of abnormalities in mammograms using deep features.

Nasrin Tavakoli, Maryam Karimi, Alireza Norouzi, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr

J. Ambient Intell. Humaniz. Comput., 2023

Revealing Shadows: Low-Light Image Enhancement Using Self-Calibrated Illumination.

Farzaneh Koohestani, Nader Karimi, Shadrokh Samavi

CoRR, 2023

High-Quality Live Video Streaming via Transcoding Time Prediction and Preset Selection.

Zahra Nabizadeh-ShahreBabak, Nader Karimi, Krishna Rapaka, Tarek Amara, Shadrokh Samavi, Shahram Shirani

CoRR, 2023

Endoscopy Classification Model Using Swin Transformer and Saliency Map.

Zahra Sobhaninia, Nasrin Abharian, Nader Karimi, Shahram Shirani, Shadrokh Samavi

CoRR, 2023

SFI-Swin: Symmetric Face Inpainting with Swin Transformer by Distinctly Learning Face Components Distributions.

Mohammadreza Naderi, Mohammad Hossein Givkashi, Nader Karimi, Shahram Shirani, Shadrokh Samavi

CoRR, 2023

DGAFF: Deep genetic algorithm fitness Formation for EEG Bio-Signal channel selection.

Ghazaleh Ghorbanzadeh, Zahra Nabizadeh, Nader Karimi, Pejman Khadivi, Ali Emami, Shadrokh Samavi

Biomed. Signal Process. Control., 2023

2022

Adaptive Blind Watermarking Using Psychovisual Image Features.

Arezoo PariZanganeh, Ghazaleh Ghorbanzadeh, Zahra Nabizadeh-ShahreBabak, Nader Karimi, Shadrokh Samavi

CoRR, 2022

Focal-UNet: UNet-like Focal Modulation for Medical Image Segmentation.

Mohammadreza Naderi, Mohammad Hossein Givkashi, Fatemeh Piri, Nader Karimi, Shadrokh Samavi

CoRR, 2022

Dynamic-Pix2Pix: Noise Injected cGAN for Modeling Input and Target Domain Joint Distributions with Limited Training Data.

Mohammadreza Naderi, Nader Karimi, Ali Emami, Shahram Shirani, Shadrokh Samavi

CoRR, 2022

OAIR: Object-Aware Image Retargeting Using PSO and Aesthetic Quality Assessment.

Mohammadreza Naderi, Mohammad Hossein Givkashi, Nader Karimi, Shahram Shirani, Shadrokh Samavi

CoRR, 2022

2021

No-reference stereo image quality assessment based on discriminative sparse representation.

Maryam Karimi, Mansour Nejati, Pejman Khadivi, Nader Karimi, Shadrokh Samavi

Multim. Tools Appl., 2021

Context-aware saliency detection for image retargeting using convolutional neural networks.

Mahdi Ahmadi, Nader Karimi, Shadrokh Samavi

Multim. Tools Appl., 2021

Brain Tumor Classification by Cascaded Multiscale Multitask Learning Framework Based on Feature Aggregation.

Zahra Sobhaninia, Nader Karimi, Pejman Khadivi, Shadrokh Samavi

CoRR, 2021

Image Inpainting Using AutoEncoder and Guided Selection of Predicted Pixels.

Mohammad H. Givkashi, Mahshid Hadipour, Arezoo PariZanganeh, Zahra Nabizadeh, Nader Karimi, Shadrokh Samavi

CoRR, 2021

Nuclei Segmentation in Histopathology Images using Deep Learning with Local and Global Views.

Mahdi Arab Loodaricheh, Nader Karimi, Shadrokh Samavi

CoRR, 2021

MSGDD-cGAN: Multi-Scale Gradients Dual Discriminator Conditional Generative Adversarial Network.

Mohammadreza Naderi, Zahra Nabizadeh, Nader Karimi, Shahram Shirani, Shadrokh Samavi

CoRR, 2021

Segmentation of Lungs COVID Infected Regions by Attention Mechanism and Synthetic Data.

Parham Yazdekhasty, Ali Zindari, Zahra Nabizadeh-ShahreBabak, Pejman Khadivi, Nader Karimi, Shadrokh Samavi

CoRR, 2021

Robust Watermarking using Diffusion of Logo into Autoencoder Feature Maps.

Maedeh Jamali, Nader Karimi, Pejman Khadivi, Shahram Shirani, Shadrokh Samavi

CoRR, 2021

Weighted Fuzzy-Based PSNR for Watermarking.

Maedeh Jamali, Nader Karimi, Shadrokh Samavi

CoRR, 2021

Large eddy simulation of pseudo shock structure in a convergent-long divergent duct.

Seyed Mahmood Mousavi, Reza Kamali, Freshteh Sotoudeh, Nader Karimi, Danial Khojasteh

Comput. Math. Appl., 2021

Combined heat and mass transfer and thermodynamic irreversibilities in the stagnation-point flow of Casson rheological fluid over a cylinder with catalytic reactions and inside a porous medium under local thermal nonequilibrium.

Rasool Alizadeh, Sina Rezaei Gomari, Ahmad Alizadeh, Nader Karimi, Larry K. B. Li

Comput. Math. Appl., 2021

Detection of COVID-19 in X-ray images by classification of bag of visual words using neural networks.

Zahra Nabizadeh-ShahreBabak, Nader Karimi, Pejman Khadivi, Roshanak Roshandel, Ali Emami, Shadrokh Samavi

Biomed. Signal Process. Control., 2021

Classification of diabetic retinopathy using unlabeled data and knowledge distillation.

Sajjad Abbasi, Mohsen Hajabdollahi, Pejman Khadivi, Nader Karimi, Roshanak Roshandel, Shahram Shirani, Shadrokh Samavi

Artif. Intell. Medicine, 2021

2020

BlessMark: a blind diagnostically-lossless watermarking framework for medical applications based on deep neural networks.

Hamidreza Zarrabi, Ali Emami, Pejman Khadivi, Nader Karimi, Shadrokh Samavi

Multim. Tools Appl., 2020

ReDMark: Framework for residual diffusion watermarking based on deep networks.

Mahdi Ahmadi, Alireza Norouzi, Nader Karimi, Shadrokh Samavi, Ali Emami

Expert Syst. Appl., 2020

Brain Tumor Classification Using Medial Residual Encoder Layers.

Zahra Sobhaninia, Nader Karimi, Pejman Khadivi, Roshanak Roshandel, Shadrokh Samavi

CoRR, 2020

Selection of Proper EEG Channels for Subject Intention Classification Using Deep Learning.

Ghazale Ghorbanzade, Zahra Nabizadeh-ShahreBabak, Shadrokh Samavi, Nader Karimi, Ali Emami, Pejman Khadivi

CoRR, 2020

Hardware Implementation of Adaptive Watermarking Based on Local Spatial Disorder Analysis.

Mohsen Hajabdollahi, Nader Karimi, Shahram Shirani, Shadrokh Samavi

CoRR, 2020

Acceleration of Convolutional Neural Network Using FFT-Based Split Convolutions.

Kamran Chitsaz, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi, Shahram Shirani

CoRR, 2020

Region of Interest Identification for Brain Tumors in Magnetic Resonance Images.

Fateme Mostafaie, Reihaneh Teimouri, Zahra Nabizadeh, Nader Karimi, Shadrokh Samavi

CoRR, 2020

Unlabeled Data Deployment for Classification of Diabetic Retinopathy Images Using Knowledge Transfer.

Sajjad Abbasi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi, Shahram Shirani

CoRR, 2020

Splitting Convolutional Neural Network Structures for Efficient Inference.

Emad Malekhosseini, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi, Shahram Shirani

CoRR, 2020

Brain Tumor Segmentation by Cascaded Deep Neural Networks Using Multiple Image Scales.

Zahra Sobhaninia, Safiyeh Rezaei, Nader Karimi, Ali Emami, Shadrokh Samavi

CoRR, 2020

Modeling of Pruning Techniques for Deep Neural Networks Simplification.

Morteza Mousa Pasandi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi

CoRR, 2020

Image Inpainting by Multiscale Spline Interpolation.

Ghazale Ghorbanzade, Zahra Nabizadeh, Nader Karimi, Shadrokh Samavi

CoRR, 2020

Adaptive Control of Embedding Strength in Image Watermarking using Neural Networks.

Mahnoosh Bagheri, Majid Mohrekesh, Nader Karimi, Shadrokh Samavi

CoRR, 2020

Simplification of neural networks for skin lesion image segmentation using color channel pruning.

Mohsen Hajabdollahi, Reza Esfandiarpoor, Pejman Khadivi, Sayed Mohammad Reza Soroushmehr, Nader Karimi, Shadrokh Samavi

Comput. Medical Imaging Graph., 2020

Multiple abnormality detection for automatic medical image diagnosis using bifurcated convolutional neural network.

Mohsen Hajabdollahi, Reza Esfandiarpoor, Elyas Sabeti, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi

Biomed. Signal Process. Control., 2020

Bifurcated Autoencoder for Segmentation of COVID-19 Infected Regions in CT Images.

Parham Yazdekhasty, Ali Zindari, Zahra Nabizadeh-ShahreBabak, Roshanak Roshandel, Pejman Khadivi, Nader Karimi, Shadrokh Samavi

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Use of Frequency Domain for Complexity Reduction of Convolutional Neural Networks.

Kamran Chitsaz, Mohsen Hajabdollahi, Pejman Khadivi, Shadrokh Samavi, Nader Karimi, Shahram Shirani

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Image Watermarking with Region of Interest Determination Using Deep Neural Networks.

Mahnoosh Bagheri, Majid Mohrekesh, Nader Karimi, Shadrokh Samavi, Shahram Shirani, Pejman Khadivi

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Convolutional Neural Network Pruning Using Filter Attenuation.

Morteza Mousa Pasandi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi, Shahram Shirani

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Aggregation of Rich Depth-Aware Features in a Modified Stacked Generalization Model for Single Image Depth Estimation.

Hoda Mohaghegh, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian

IEEE Trans. Circuits Syst. Video Technol., 2019

Real-time removal of impulse noise from MR images for radiosurgery applications.

Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi, Kayvan Najarian, Ali Emami, Shahram Shirani, Shadrokh Samavi, Sayed Mohammad Reza Soroushmehr

Int. J. Circuit Theory Appl., 2019

Entropy Generation Assessment for Wall-Bounded Turbulent Shear Flows Based on Reynolds Analogy Assumptions.

Matthias Ziefuss, Nader Karimi, Florian Ries, Amsini Sadiki, Amirfarhang Mehdizadeh

Entropy, 2019

Non-Equilibrium Thermodynamics of Micro Technologies.

Mohsen Torabi, Nader Karimi, Mostafa Ghiaasiaan, Somchai Wongwises

Entropy, 2019

Blind stereo image quality assessment inspired by brain sensory-motor fusion.

Maryam Karimi, Najmeh Soltanian, Shadrokh Samavi, Kayvan Najarian, Nader Karimi, S. M. Reza Soroushmehr

Digit. Signal Process., 2019

Image Seam-Carving by Controlling Positional Distribution of Seams.

Mahdi Ahmadi, Nader Karimi, Shadrokh Samavi

CoRR, 2019

Modeling Neural Architecture Search Methods for Deep Networks.

Emad Malekhosseini, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi

CoRR, 2019

Modeling Teacher-Student Techniques in Deep Neural Networks for Knowledge Distillation.

Sajjad Abbasi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi

CoRR, 2019

A General Framework for Saliency Detection Methods.

Fateme Mostafaie, Zahra Nabizadeh, Nader Karimi, Shadrokh Samavi

CoRR, 2019

An Abstraction Model for Semantic Segmentation Algorithms.

Reihaneh Teymoori, Zahra Nabizadeh, Nader Karimi, Shadrokh Samavi

CoRR, 2019

Saliency Based Fire Detection Using Texture and Color Features.

Maedeh Jamali, Nader Karimi, Shadrokh Samavi

CoRR, 2019

Gland Segmentation in Histopathological Images by Deep Neural Network.

Safiyeh Rezaei, Ali Emami, Nader Karimi, Shadrokh Samavi

CoRR, 2019

Localization of Fetal Head in Ultrasound Images by Multiscale View and Deep Neural Networks.

Zahra Sobhaninia, Ali Emami, Nader Karimi, Shadrokh Samavi

CoRR, 2019

Image Inpainting by Adaptive Fusion of Variable Spline Interpolations.

Zahra Nabizadeh, Ghazale Ghorbanzade, Nader Karimi, Shadrokh Samavi

CoRR, 2019

Robustness and Imperceptibility Enhancement in Watermarked Images by Color Transformation.

Maedeh Jamali, Mahnoosh Bagheri, Nader Karimi, Shadrokh Samavi

CoRR, 2019

BlessMark: A Blind Diagnostically-Lossless Watermarking Framework for Medical Applications Based on Deep Neural Networks.

Hamidreza Zarrabi, Ali Emami, Pejman Khadivi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi

CoRR, 2019

Dense pooling layers in fully convolutional network for skin lesion segmentation.

Ebrahim Nasr-Esfahani, Shima Rafiei, Mohammad H. Jafari, Nader Karimi, James S. Wrobel, Shadrokh Samavi, S. M. Reza Soroushmehr

Comput. Medical Imaging Graph., 2019

Segmentation of bleeding regions in wireless capsule endoscopy for detection of informative frames.

Mohsen Hajabdollahi, Reza Esfandiarpoor, Pejman Khadivi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi

Biomed. Signal Process. Control., 2019

Exploiting Uncertainty of Deep Neural Networks for Improving Segmentation Accuracy in MRI Images.

Alireza Norouzi, Ali Emami, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr

Proceedings of the IEEE International Conference on Acoustics, 2019

Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning.

Zahra Sobhaninia, Shima Rafiei, Ali Emami, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, S. M. Reza Soroushmehr

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features.

Safiyeh Rezaei, Ali Emami, Hamidreza Zarrabi, Shima Rafiei, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Liver Segmentation in Abdominal CT Images Using Probabilistic Atlas and Adaptive 3D Region Growing.

Shima Rafiei, Nader Karimi, Behzad Mirmahboub, Kayvan Najarian, Banafsheh Felfeliyan, Shadrokh Samavi, S. M. Reza Soroushmehr

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Low Complexity CNN Structure for Automatic Bleeding Zone Detection in Wireless Capsule Endoscopy Imaging.

Mohsen Hajabdollahi, Reza Esfandiarpoor, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Hierarchical Pruning for Simplification of Convolutional Neural Networks in Diabetic Retinopathy Classification.

Mohsen Hajabdollahi, Reza Esfandiarpoor, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Deep Neural Network based Polyp Segmentation in Colonoscopy Images using a Combination of Color Spaces.

Mahnoosh Bagheri, Majid Mohrekesh, Milad Tehrani, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Hierarchical watermarking framework based on analysis of local complexity variations.

Majid Mohrekesh, Shekoofeh Azizi, Shahram Shirani, Nader Karimi, Shadrokh Samavi

Multim. Tools Appl., 2018

Pyramidal modeling of geometric distortions for retargeted image quality evaluation.

Maryam Karimi, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Weisi Lin, Kayvan Najarian

Multim. Tools Appl., 2018

Robust image watermarking scheme using bit-plane of hadamard coefficients.

Elham Etemad, Shadrokh Samavi, S. M. Reza Soroushmehr, Nader Karimi, Mohammad Etemad, Shahram Shirani, Kayvan Najarian

Multim. Tools Appl., 2018

Vessel segmentation and catheter detection in X-ray angiograms using superpixels.

Hamid R. Fazlali, Nader Karimi, S. M. Reza Soroushmehr, Shahram Shirani, Brahmajee K. Nallamothu, Kevin R. Ward, Shadrokh Samavi, Kayvan Najarian

Medical Biol. Eng. Comput., 2018

Adaptive Real-Time Removal of Impulse Noise in Medical Images.

Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi, S. Mohamad R. Soroushmehr, Shahram Shirani, Kayvan Najarian, Shadrokh Samavi

J. Medical Syst., 2018

Adaptive image watermarking using human perception based fuzzy inference system.

Maedeh Jamali, Shima Rafiei, S. M. Reza Soroushmehr, Nader Karimi, Shahram Shirani, Kayvan Najarian, Shadrokh Samavi

J. Intell. Fuzzy Syst., 2018

Retinal blood vessel segmentation for macula detachment surgery monitoring instruments.

Mohsen Hajabdollahi, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian

Int. J. Circuit Theory Appl., 2018

Effects of Near Wall Modeling in the Improved-Delayed-Detached-Eddy-Simulation (IDDES) Methodology.

Rohit Saini, Nader Karimi, Lian Duan, Amsini Sadiki, Amirfarhang Mehdizadeh

Entropy, 2018

ReDMark: Framework for Residual Diffusion Watermarking on Deep Networks.

Mahdi Ahmadi, Alireza Norouzi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, Ali Emami

CoRR, 2018

Brain Tumor Segmentation Using Deep Learning by Type Specific Sorting of Images.

Zahra Sobhaninia, Safiyeh Rezaei, Alireza Noroozi, Mehdi Ahmadi, Hamidreza Zarrabi, Nader Karimi, Ali Emami, Shadrokh Samavi

CoRR, 2018

Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using Bifurcated Convolutional Neural Network.

Mohsen Hajabdollahi, Reza Esfandiarpoor, Elyas Sabeti, Nader Karimi, Kayvan Najarian, S. M. Reza Soroushmehr, Shadrokh Samavi

CoRR, 2018

Left ventricle segmentation By modelling uncertainty in prediction of deep convolutional neural networks and adaptive thresholding inference.

Alireza Norouzi, Ali Emami, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

CoRR, 2018

Liver segmentation in CT images using three dimensional to two dimensional fully connected network.

Shima Rafiei, Ebrahim Nasr-Esfahani, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

CoRR, 2018

Segmentation of Bleeding Regions in Wireless Capsule Endoscopy Images an Approach for inside Capsule Video Summarization.

Mohsen Hajabdollahi, Reza Esfandiarpoor, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

CoRR, 2018

Lossless Image Compression Algorithm for Wireless Capsule Endoscopy by Content-Based Classification of Image Blocks.

Atefe Rajaeefar, Ali Emami, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

CoRR, 2018

Adaptive Reversible Watermarking Based on Linear Prediction for Medical Videos.

Hamidreza Zarrabi, Ali Emami, Nader Karimi, Shadrokh Samavi

CoRR, 2018

Context aware saliency map generation using semantic segmentation.

Mahdi Ahmadi, Mohsen Hajabdollahi, Nader Karimi, Shadrokh Samavi

CoRR, 2018

Segmentation of vessels in angiograms using convolutional neural networks.

Ebrahim Nasr-Esfahani, Nader Karimi, Mohammad H. Jafari, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Brahmajee K. Nallamothu, Kayvan Najarian

Biomed. Signal Process. Control., 2018

Artistic Instance-Aware Image Filtering by Convolutional Neural Networks.

Milad Tehrani, Mahnoosh Bagheri, Mahdi Ahmadi, Alireza Norouzi, Nader Karimi, Shadrokh Samavi

Proceedings of the 9th International Symposium on Telecommunications, 2018

Liver Segmentation in CT Images Using Three Dimensional to Two Dimensional Fully Convolutional Network.

Shima Rafiei, Ebrahim Nasr-Esfahani, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Low Complexity Convolutional Neural Network for Vessel Segmentation in Portable Retinal Diagnostic Devices.

Mohsen Hajabdollahi, Reza Esfandiarpoor, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Adaptive Specular Reflection Detection and Inpainting in Colonoscopy Video Frames.

Mojtaba Akbari, Majid Mohrekesh, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain.

Hamidreza Zarrabi, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network.

Mina Nasr-Esfahani, Majid Mohrekesh, Mojtaba Akbari, S. M. Reza Soroushmehr, Ebrahim Nasr-Esfahani, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Classification of Informative Frames in Colonoscopy Videos Using Convolutional Neural Networks with Binarized Weights.

Mojtaba Akbari, Majid Mohrekesh, Shima Rafiei, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Polyp Segmentation in Colonoscopy Images Using Fully Convolutional Network.

Mojtaba Akbari, Majid Mohrekesh, Ebrahim Nasr-Esfahani, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background.

Mahdi Ahmadi, Ali Emami, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Blind Stereo Quality Assessment Based on Learned Features From Binocular Combined Images.

Maryam Karimi, Mansour Nejati, S. M. Reza Soroushmehr, Shadrokh Samavi, Nader Karimi, Kayvan Najarian

IEEE Trans. Multim., 2017

Image retargeting using depth assisted saliency map.

F. Shafieyan, Nader Karimi, Behzad Mirmahboub, Shadrokh Samavi, Shahram Shirani

Signal Process. Image Commun., 2017

Framework for robust blind image watermarking based on classification of attacks.

M. Heidari, Shadrokh Samavi, S. Mohamad R. Soroushmehr, Shahram Shirani, Nader Karimi, Kayvan Najarian

Multim. Tools Appl., 2017

Adaptive blind image watermarking using edge pixel concentration.

Hamid R. Fazlali, Shadrokh Samavi, Nader Karimi, Shahram Shirani

Multim. Tools Appl., 2017

Quality assessment of retargeted images by salient region deformity analysis.

Maryam Karimi, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Weisi Lin, Kayvan Najarian

J. Vis. Commun. Image Represent., 2017

Surface area-based focus criterion for multi-focus image fusion.

Mansour Nejati, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Shahram Shirani, Iman Roosta, Kayvan Najarian

Inf. Fusion, 2017

Non-Equilibrium Thermodynamic Analysis of Double Diffusive, Nanofluid Forced Convection in Catalytic Microreactors with Radiation Effects.

Lilian Govone, Mohsen Torabi, Graeme Hunt, Nader Karimi

Entropy, 2017

Dense Fully Convolutional Network for Skin Lesion Segmentation.

Ebrahim Nasr-Esfahani, Shima Rafiee, Mohammad H. Jafari, Nader Karimi, James S. Wrobel, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian

CoRR, 2017

Polyp detection inside the capsule endoscopy: an approach for power consumption reduction.

Mohammad Amin Khorsandi, Nader Karimi, Shadrokh Samavi

CoRR, 2017

Hardware design for binarization and thinning of fingerprint images.

Farshad Kheiri, Shadrokh Samavi, Nader Karimi

CoRR, 2017

Adaptive Blind Image Watermarking Using Fuzzy Inference System Based on Human Visual Perception.

Maedeh Jamali, Shima Rafiee, S. M. Reza Soroushmehr, Nader Karimi, Shahram Shirani, Kayvan Najarian, Shadrokh Samavi

CoRR, 2017

A Novel Architecture for Computing Approximate Radon Transform.

M. Amin Khorsandi, Nader Karimi, Shadrokh Samavi

CoRR, 2017

Real-Time Impulse Noise Removal from MR Images for Radiosurgery Applications.

Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi, S. M. Reza Soroushmehr, Shahram Shirani, Shadrokh Samavi, Kayvan Najarian

CoRR, 2017

Extraction of skin lesions from non-dermoscopic images for surgical excision of melanoma.

M. Hossein Jafari, Ebrahim Nasr-Esfahani, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian

Int. J. Comput. Assist. Radiol. Surg., 2017

Fast exposure fusion using exposedness function.

Mansour Nejati, Maryam Karimi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Abnormality detection of mammograms by discriminative dictionary learning on DSIFT descriptors.

Nasrin Tavakoli, Maryam Karimi, Mansour Nejati, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Boosted Dictionary Learning for Image Compression.

Mansour Nejati, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Kayvan Najarian

IEEE Trans. Image Process., 2016

Toward practical guideline for design of image compression algorithms for biomedical applications.

Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr, Shahram Shirani, Kayvan Najarian

Expert Syst. Appl., 2016

Structuring of Contourlet Transform for Pipeline-Based Implementation.

Seyed Mohammad Ali Zeinolabedin, Nader Karimi, Shadrokh Samavi, Tony Tae-Hyoung Kim

Circuits Syst. Signal Process., 2016

Hand Gesture Recognition for Contactless Device Control in Operating Rooms.

Ebrahim Nasr-Esfahani, Nader Karimi, S. M. Reza Soroushmehr, M. Hossein Jafari, M. Amin Khorsandi, Shadrokh Samavi, Kayvan Najarian

CoRR, 2016

Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep Learning.

Mohammad H. Jafari, Ebrahim Nasr-Esfahani, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian

CoRR, 2016

Single image depth estimation using joint local-global features.

Hoda Mohaghegh, Nader Karimi, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Kayvan Najarian

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Radon transform inspired method for hand gesture recognition.

M. Amin Khorsandi, Nader Karimi, S. Mohamad R. Soroushmehr, Mohsen Hajabdollahi, Shadrokh Samavi, Kevin Ward, Kayvan Najarian

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Skin lesion segmentation in clinical images using deep learning.

Mohammad H. Jafari, Nader Karimi, Ebrahim Nasr-Esfahani, Shadrokh Samavi, S. Mohamad R. Soroushmehr, Kevin R. Ward, Kayvan Najarian

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Real-time removal of random value impulse noise in medical images.

Zohreh HosseinKhani, Nader Karimi, S. Mohamad R. Soroushmehr, Mohsen Hajabdollahi, Shadrokh Samavi, Kevin Ward, Kayvan Najarian

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Set of descriptors for skin cancer diagnosis using non-dermoscopic color images.

Mohammad H. Jafari, Shadrokh Samavi, S. Mohamad R. Soroushmehr, Hoda Mohaghegh, Nader Karimi, Kayvan Najarian

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Vessel segmentation in low contrast X-ray angiogram images.

Banafsheh Felfelian, Hamid R. Fazlali, Nader Karimi, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Brahmajee K. Nallamothu, Kayvan Najarian

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Boosted multi-scale dictionaries for image compression.

Mansour Nejati, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Kayvan Najarian

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Depth estimation from single images using modified stacked generalization.

Hoda Mohaghegh, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Kayvan Najarian

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Melanoma detection by analysis of clinical images using convolutional neural network.

Ebrahim Nasr-Esfahani, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Mohammad H. Jafari, Kevin Ward, Kayvan Najarian

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Vessel extraction in X-ray angiograms using deep learning.

Ebrahim Nasr-Esfahani, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Kevin Ward, Mohammad H. Jafari, Banafsheh Felfeliyan, Brahmajee K. Nallamothu, Kayvan Najarian

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Hardware image assessment for wireless endoscopy capsules.

M. Amin Khorsandi, Nader Karimi, Shadrokh Samavi, Mohsen Hajabdollahi, S. Mohamad R. Soroushmehr, Kevin Ward, Kayvan Najarian

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Automatic segmentation of multimodal brain tumor images based on classification of super-voxels.

Mahsa Kadkhodaei, Shadrokh Samavi, Nader Karimi, Hoda Mohaghegh, S. Mohamad R. Soroushmehr, Kevin Ward, Angelo All, Kayvan Najarian

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Robust watermarking in non-ROI of medical images based on DCT-DWT.

Maedeh Jamali, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Kevin Ward, Kayvan Najarian

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Automatic detection of melanoma using broad extraction of features from digital images.

Mohammad H. Jafari, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Kevin Ward, Kayvan Najarian

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Use of symmetry in prediction-error field for lossless compression of 3D MRI images.

Nader Karimi, Shadrokh Samavi, Somaieh Amraee, Shahram Shirani

Multim. Tools Appl., 2015

Real-time lossless compression of microarray images by separate compaction of foreground and background.

Nader Karimi, Shadrokh Samavi, Shahram Shirani, Anahita Banaei, Ebrahim Nasr-Esfahani

Comput. Stand. Interfaces, 2015

Multifocus image fusion based on surface area analysis.

Iman Roosta, Nader Karimi, Shadrokh Samavi, Shahram Shirani

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Bone extraction in X-ray images by analysis of line fluctuations.

Salome Kazeminia, Nader Karimi, Behzad Mirmahboub, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Kayvan Najarian

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Vessel region detection in coronary X-ray angiograms.

Hamid R. Fazlali, Nader Karimi, S. Mohamad R. Soroushmehr, S. Sinha, Shadrokh Samavi, Brahmajee K. Nallamothu, Kayvan Najarian

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Adaptive stereo medical image watermarking using non-corresponding blocks.

Hoda Mohaghegh, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Region of interest extraction for lossless compression of bone X-ray images.

Salome Kazeminia, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Harm Derksen, Kayvan Najarian

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Robust catheter identification and tracking in X-ray angiographic sequences.

Hamid R. Fazlali, Nader Karimi, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Brahmajee K. Nallamothu, Harm Derksen, Kayvan Najarian

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Stereo image watermarking method based on binocular just noticeable difference.

Sepideh Akhavan Bitaghsir, Nader Karimi, Shekoofeh Azizi, Shadrokh Samavi

Proceedings of the 11th International ISC Conference on Information Security and Cryptology, 2014

Image seam carving using depth assisted saliency map.

F. Shafieyan, Nader Karimi, Behzad Mirmahboub, Shadrokh Samavi, Shahram Shirani

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Lossless Compression of RNAi Fluorescence Images Using Regional Fluctuations of Pixels.

Nader Karimi, Shadrokh Samavi, Shahram Shirani

IEEE J. Biomed. Health Informatics, 2013

Automatic Monocular System for Human Fall Detection Based on Variations in Silhouette Area.

Behzad Mirmahboub, Shadrokh Samavi, Nader Karimi, Shahram Shirani

IEEE Trans. Biomed. Eng., 2013

2012

View-Invariant Fall Detection System Based on Silhouette Area and Orientation.

Behzad Mirmahboub, Shadrokh Samavi, Nader Karimi, Shahram Shirani

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Elevating watermark robustness by data diffusion in Contourlet coefficients.

Hoda Rezaee Kaviani, Shadrokh Samavi, Nader Karimi, Shahram Shirani

Proceedings of IEEE International Conference on Communications, 2012

2011

Compression of 3D MRI images based on symmetry in prediction-error field.

Somaieh Amraee, Nader Karimi, Shadrokh Samavi, Shahram Shirani

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

2010

Multi-Layered image compression using structure tensor for texture identification.

Hossein Talebi Esfandarani, Nader Karimi, Shadrokh Samavi, Shahram Shirani

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Adaptive Modification of Transform Coefficients for Image Compression.

Nader Karimi, Shadrokh Samavi, Shahram Shirani

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Motion estimation by affine transforms based on codirectionality of movements.

Majid Mohrekesh, Shadrokh Samavi, Nader Karimi, Shahram Shirani, Parisa Behnamfar

Proceedings of the 22nd Canadian Conference on Electrical and Computer Engineering, 2009

Contourlet based image compression using controlled modification of coefficients.

Nader Karimi, Shadrokh Samavi, Shahram Shirani, Hossein Talebi Esfandarani, Seyed Mohammad Ali Zaynolabedin

Proceedings of the 22nd Canadian Conference on Electrical and Computer Engineering, 2009

A region based predictor for lossless compression of RNAi images.

Nader Karimi, Shadrokh Samavi, Shahram Shirani, Somaieh Amraee, Zahra Safaryazdi, Elham Mahmoodzadeh

Proceedings of the 22nd Canadian Conference on Electrical and Computer Engineering, 2009

2008

Near lossless image compression by local packing of histogram.

Ebrahim Nasr-Esfahani, Shadrokh Samavi, Nader Karimi, Shahram Shirani

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Lossless Microarray Image Compression using Region Based Predictors.

Abbas Neekabadi, Shadrokh Samavi, S. A. Razavi, Nader Karimi, Shahram Shirani

Proceedings of the International Conference on Image Processing, 2007

Near-Lossless Image Compression Based on Maximization of Run Length Sequences.

Ebrahim Nasr-Esfahani, Shadrokh Samavi, Nader Karimi, Shahram Shirani

Proceedings of the International Conference on Image Processing, 2007

2006

Real-time processing and compression of DNA microarray images.

Shadrokh Samavi, Shahram Shirani, Nader Karimi

IEEE Trans. Image Process., 2006

2004

A Pipeline Architecture for Processing of DNA Microarrays Images.

Shadrokh Samavi, Shahram Shirani, Nader Karimi, M. Jamal Deen

J. VLSI Signal Process., 2004