Shervin Minaee

Most-cited papers

Image Segmentation Using Deep Learning: A Survey
Shervin Minaee, Yuri Boykov, F. Porikli, A. Plaza +2 more
2020IEEE Transactions on Pattern Analysis and Machine Intelligence3,976 citations Open access
Semantic Scholar
Deep Learning--based Text Classification
Shervin Minaee, N. Kalchbrenner, E. Cambria, Narjes Nikzad +2 more
2020ACM Computing Surveys1,389 citations
Semantic Scholar
Large Language Models: A Survey
Shervin Minaee, T. Mikolov, Narjes Nikzad, Meysam Chenaghlu +3 more
2024arXiv.org1,150 citations
Semantic Scholar
Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning
Shervin Minaee, R. Kafieh, M. Sonka, Shakib Yazdani +1 more
2020Medical Image Anal.909 citations Open access
Semantic Scholar
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network
Shervin Minaee, Mehdi Minaei, AmirAli Abdolrashidi
2019Italian National Conference on Sensors681 citations Open access
Semantic Scholar
Vehicle Detection and Tracking in Adverse Weather Using a Deep Learning Framework
M. Hassaballah, Mourad A. Kenk, Khan Muhammad, Shervin Minaee
2021IEEE transactions on intelligent transportation systems (Print)243 citations
Semantic Scholar
Biometrics recognition using deep learning: a survey
Shervin Minaee, AmirAli Abdolrashidi, Hang Su, Bennamoun +1 more
2023Artificial Intelligence Review229 citations Open access
Semantic Scholar
An experimental study of deep convolutional features for iris recognition
Shervin Minaee, Amirali Abdolrashidiy, Yao Wang
2016IEEE Signal Processing in Medicine and Biology Symposium157 citations Open access
Semantic Scholar
Deep-Sentiment: Sentiment Analysis Using Ensemble of CNN and Bi-LSTM Models
Shervin Minaee, Elham Azimi, AmirAli Abdolrashidi
2019arXiv.org122 citations
Semantic Scholar
Biometric Recognition Using Deep Learning: A Survey
Shervin Minaee, AmirAli Abdolrashidi, Hang Su, Bennamoun +1 more
2019arXiv.org93 citations
Semantic Scholar
Going Deeper Into Face Detection: A Survey
Shervin Minaee, Ping Luo, Zhe L. Lin, K. Bowyer
2021arXiv.org82 citations
Semantic Scholar
A geometric approach to fully automatic chromosome segmentation
Shervin Minaee, Mehran Fotouhi, B. Khalaj
2011IEEE Signal Processing in Medicine and Biology Symposium76 citations Open access
Semantic Scholar
COVID TV-Unet: Segmenting COVID-19 chest CT images using connectivity imposed Unet
N. Saeedizadeh, Shervin Minaee, R. Kafieh, Shakib Yazdani +1 more
2021Computer Methods and Programs in Biomedicine Update75 citations Open access
Semantic Scholar
Iris recognition using scattering transform and textural features
Shervin Minaee, AmirAli Abdolrashidi, Yao Wang
20152015 IEEE Signal Processing and Signal Processing Education Workshop (SP/SPE)75 citations Open access
Semantic Scholar
Finger-GAN: Generating Realistic Fingerprint Images Using Connectivity Imposed GAN
Shervin Minaee, AmirAli Abdolrashidi
2018arXiv.org62 citations
Semantic Scholar
Masked Image Modeling: A Survey
Vlad Hondru, Florinel-Alin Croitoru, Shervin Minaee, Radu Tudor Ionescu +1 more
2024International Journal of Computer Vision60 citations Open access
Semantic Scholar
An ADMM Approach to Masked Signal Decomposition Using Subspace Representation
Shervin Minaee, Yao Wang
2017IEEE Transactions on Image Processing60 citations Open access
Semantic Scholar
COVID-19 in Iran: Forecasting Pandemic Using Deep Learning
R. Kafieh, R. Arian, N. Saeedizadeh, Zahra Amini +6 more
2021Comput. Math. Methods Medicine53 citations Open access
Semantic Scholar
Palmprint Recognition Using Deep Scattering Convolutional Network
Shervin Minaee, Yao Wang
2016arXiv.org51 citations
Semantic Scholar
DeepIris: Iris Recognition Using A Deep Learning Approach
Shervin Minaee, AmirAli Abdolrashidi
2019arXiv.org50 citations
Semantic Scholar
Automatic question-answering using a deep similarity neural network
Shervin Minaee, Zhu Liu
2017IEEE Global Conference on Signal and Information Processing50 citations Open access
Semantic Scholar
Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning
Ligong Han, Jian Ren, Hsin-Ying Lee, Francesco Barbieri +4 more
2022Computer Vision and Pattern Recognition48 citations Open access
Semantic Scholar
COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net
N. Saeedizadeh, Shervin Minaee, R. Kafieh, Shakib Yazdani +1 more
2020arXiv.org47 citations
Semantic Scholar
Regularized Submodular Maximization at Scale
Ehsan Kazemi, Shervin Minaee, Moran Feldman, Amin Karbasi
2020International Conference on Machine Learning45 citations
Semantic Scholar
FingerNet: Pushing The Limits of Fingerprint Recognition Using Convolutional Neural Network
Shervin Minaee, Elham Azimi, AmirAli Abdolrashidi
2019arXiv.org45 citations
Semantic Scholar
Screen content image segmentation using least absolute deviation fitting
Shervin Minaee, Yao Wang
2015International Conference on Information Photonics45 citations
Semantic Scholar
Screen Content Image Segmentation Using Robust Regression and Sparse Decomposition
Shervin Minaee, Yao Wang
2016IEEE Journal on Emerging and Selected Topics in Circuits and Systems44 citations Open access
Semantic Scholar
Age and Gender Prediction From Face Images Using Attentional Convolutional Network
AmirAli Abdolrashidi, Mehdi Minaei, Elham Azimi, Shervin Minaee
2020arXiv.org43 citations
Semantic Scholar
Screen content image segmentation using sparse-smooth decomposition
Shervin Minaee, AmirAli Abdolrashidi, Yao Wang
2015Asilomar Conference on Signals, Systems and Computers38 citations Open access
Semantic Scholar
MTBI Identification From Diffusion MR Images Using Bag of Adversarial Visual Features
Shervin Minaee, Yao Wang, Alp Aygar, Sohae Chung +5 more
2018IEEE Transactions on Medical Imaging37 citations Open access
Semantic Scholar
COVID CT-Net: Predicting Covid-19 From Chest CT Images Using Attentional Convolutional Network
Shakib Yazdani, Shervin Minaee, R. Kafieh, N. Saeedizadeh +1 more
2020arXiv.org35 citations
Semantic Scholar
Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN
Shervin Minaee, AmirAli Abdolrashidi
2018arXiv.org35 citations
Semantic Scholar
Modern Augmented Reality: Applications, Trends, and Future Directions
Shervin Minaee, Xiaodan Liang, Shui-Cheng Yan
2022arXiv.org30 citations
Semantic Scholar
Fingerprint recognition using translation invariant scattering network
Shervin Minaee, Yao Wang
2015IEEE Signal Processing in Medicine and Biology Symposium30 citations Open access
Semantic Scholar
Efficient Super Resolution for Large-Scale Images Using Attentional GAN
Harsh Nilesh Pathak, Xin-Xin Li, Shervin Minaee, B. Cowan
20182018 IEEE International Conference on Big Data (Big Data)25 citations
Semantic Scholar
Face recognition using scattering convolutional network
Shervin Minaee, AmirAli Abdolrashidi, Yao Wang
2016IEEE Signal Processing in Medicine and Biology Symposium24 citations Open access
Semantic Scholar
Prediction of longterm outcome of neuropsychological tests of MTBI patients using imaging features
Shervin Minaee, Yao Wang, Y. Lui
2013IEEE Signal Processing in Medicine and Biology Symposium22 citations
Semantic Scholar
Multispectral Palmprint Recognition Using a Hybrid Feature
Sina Akbari Mistani, Shervin Minaee, E. Fatemizadeh
2011arXiv.org21 citations
Semantic Scholar
Covid-Transformer: Detecting COVID-19 Trending Topics on Twitter Using Universal Sentence Encoder
M. Asgari-Chenaghlu, N. Nikzad-Khasmakhi, Shervin Minaee
2020arXiv.org19 citations
Semantic Scholar
Screen content image segmentation using sparse decomposition and total variation minimization
Shervin Minaee, Yao Wang
2016International Conference on Information Photonics19 citations Open access
Semantic Scholar
Proceedings of the 4th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021)
Ali Hrriyetoglu, H. Tanev, Vanni Zavarella, Osman Mutlu +496 more
202115 citations Open access
Semantic Scholar
A Deep Unsupervised Learning Approach Toward MTBI Identification Using Diffusion MRI
Shervin Minaee, Yao Wang, A. Choromańska, Sohae Chung +5 more
2018Annual International Conference of the IEEE Engineering in Medicine and Biology Society15 citations Open access
Semantic Scholar
Ad-Net: Audio-Visual Convolutional Neural Network for Advertisement Detection In Videos
Shervin Minaee, Imed Bouazizi, Prakash Kolan, H. Najafzadeh
2018arXiv.org14 citations
Semantic Scholar
Highly accurate palmprint recognition using statistical and wavelet features
Shervin Minaee, AmirAli Abdolrashidi
20152015 IEEE Signal Processing and Signal Processing Education Workshop (SP/SPE)14 citations
Semantic Scholar
Multispectral palmprint recognition using textural features
Shervin Minaee, AmirAli Abdolrashidi
2014IEEE Signal Processing in Medicine and Biology Symposium14 citations Open access
Semantic Scholar
COVID - TRANSFORMER : DETECTING TRENDING TOPICS ON TWITTER USING UNIVERSAL SENTENCE ENCODER
M. Asgari-Chenaghlu, N. Nikzad-Khasmakhi, Shervin Minaee
202013 citations
Semantic Scholar
Highly Accurate Multispectral Palmprint Recognition Using Statistical and Wavelet Features
Shervin Minaee, AmirAli Abdolrashidi
2014arXiv.org13 citations
Semantic Scholar
Masked Signal Decomposition Using Subspace Representation and Its Applications
Shervin Minaee, Yao Wang
2017arXiv.org12 citations
Semantic Scholar
Hotel2vec: Learning Attribute-Aware Hotel Embeddings with Self-Supervision
A. Sadeghian, Shervin Minaee, Ioannis Partalas, Xin-Xin Li +2 more
2019arXiv.org10 citations
Semantic Scholar
Identifying mild traumatic brain injury patients from MR images using bag of visual words
Shervin Minaee, Siyun Wang, Yao Wang, Sohae Chung +5 more
2017IEEE Signal Processing in Medicine and Biology Symposium10 citations Open access
Semantic Scholar