Shervin Minaee

Orcid: 0000-0001-6689-9221

According to our database1, Shervin Minaee authored at least 59 papers between 2011 and 2024.

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Bibliography

2024
Masked Image Modeling: A Survey.
CoRR, 2024

Large Language Models: A Survey.
CoRR, 2024

2023
Biometrics recognition using deep learning: a survey.
Artif. Intell. Rev., 2023

2022
Image Segmentation Using Deep Learning: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Deep Learning-based Text Classification: A Comprehensive Review.
ACM Comput. Surv., 2022

Modern Augmented Reality: Applications, Trends, and Future Directions.
CoRR, 2022

Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Vehicle Detection and Tracking in Adverse Weather Using a Deep Learning Framework.
IEEE Trans. Intell. Transp. Syst., 2021

Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network.
Sensors, 2021

Going Deeper Into Face Detection: A Survey.
CoRR, 2021

COVID-19 in Iran: Forecasting Pandemic Using Deep Learning.
Comput. Math. Methods Medicine, 2021

Hotel2vec: Learning Hotel Embeddings from User Click Sessions with Side Information.
Proceedings of the Workshop on Recommenders in Tourism co-located with the 15th ACM Conference on Recommender Systems (RecSys 2021), 2021

Regularized Submodular Maximization at Scale.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning.
Medical Image Anal., 2020

Age and Gender Prediction From Face Images Using Attentional Convolutional Network.
CoRR, 2020

COVID CT-Net: Predicting Covid-19 From Chest CT Images Using Attentional Convolutional Network.
CoRR, 2020

Covid-Transformer: Detecting COVID-19 Trending Topics on Twitter Using Universal Sentence Encoder.
CoRR, 2020

COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net.
CoRR, 2020

Palm-GAN: Generating Realistic Palmprint Images Using Total-Variation Regularized GAN.
CoRR, 2020

2019
MTBI Identification From Diffusion MR Images Using Bag of Adversarial Visual Features.
IEEE Trans. Medical Imaging, 2019

An ADMM Approach to Masked Signal Decomposition Using Subspace Representation.
IEEE Trans. Image Process., 2019

Biometric Recognition Using Deep Learning: A Survey.
CoRR, 2019

Hotel2vec: Learning Attribute-Aware Hotel Embeddings with Self-Supervision.
CoRR, 2019

Masked-RPCA: Sparse and Low-rank Decomposition Under Overlaying Model and Application to Moving Object Detection.
CoRR, 2019

FingerNet: Pushing The Limits of Fingerprint Recognition Using Convolutional Neural Network.
CoRR, 2019

DeepIris: Iris Recognition Using A Deep Learning Approach.
CoRR, 2019

Deep-Sentiment: Sentiment Analysis Using Ensemble of CNN and Bi-LSTM Models.
CoRR, 2019

Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network.
CoRR, 2019

2018
Finger-GAN: Generating Realistic Fingerprint Images Using Connectivity Imposed GAN.
CoRR, 2018

Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN.
CoRR, 2018

Ad-Net: Audio-Visual Convolutional Neural Network for Advertisement Detection In Videos.
CoRR, 2018

Image Segmentation Using Subspace Representation and Sparse Decomposition.
CoRR, 2018

A Deep Unsupervised Learning Approach Toward MTBI Identification Using Diffusion MRI.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Efficient Super Resolution for Large-Scale Images Using Attentional GAN.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Identifying Mild Traumatic Brain Injury Patients From MR Images Using Bag of Visual Words.
CoRR, 2017

A Machine Learning Approach For Identifying Patients with Mild Traumatic Brain Injury Using Diffusion MRI Modeling.
CoRR, 2017

Masked Signal Decomposition Using Subspace Representation and Its Applications.
CoRR, 2017

An Experimental Study of Deep Convolutional Features For Iris Recognition.
CoRR, 2017

Subspace learning in the presence of sparse structured outliers and noise.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Palmprint recognition using deep scattering network.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Text extraction from texture images using masked signal decomposition.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Automatic question-answering using a deep similarity neural network.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2016
Screen Content Image Segmentation Using Robust Regression and Sparse Decomposition.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2016

Image Segmentation Using Overlapping Group Sparsity.
CoRR, 2016

Image Decomposition Using a Robust Regression Approach.
CoRR, 2016

Palmprint Recognition Using Deep Scattering Convolutional Network.
CoRR, 2016

Face Recognition Using Scattering Convolutional Network.
CoRR, 2016

Screen content image segmentation using sparse decomposition and total variation minimization.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Fingerprint Recognition Using Translation Invariant Scattering Network.
CoRR, 2015

Screen content image segmentation using least absolute deviation fitting.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Highly accurate palmprint recognition using statistical and wavelet features.
Proceedings of the IEEE Signal Processing and Signal Processing Education Workshop, 2015

Iris recognition using scattering transform and textural features.
Proceedings of the IEEE Signal Processing and Signal Processing Education Workshop, 2015

Screen content image segmentation using sparse-smooth decomposition.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

On the power of joint wavelet-DCT features for multispectral palmprint recognition.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014
A Robust Regression Approach for Background/Foreground Segmentation.
CoRR, 2014

Multispectral Palmprint Recognition Using Textural Features.
CoRR, 2014

Highly Accurate Multispectral Palmprint Recognition Using Statistical and Wavelet Features.
CoRR, 2014

2011
Multispectral Palmprint Recognition Using a Hybrid Feature
CoRR, 2011

A Geometric Approach For Fully Automatic Chromosome Segmentation
CoRR, 2011


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