Brief CV
Mohammad Reza Soheili received his bachelor's degree in computer science from Tehran University in 1999 and his master's degree in computer architecture from Tarbiat Modares University in 2002. Since 2002 he has worked as an academic memeber at Kharazmi University. From January 2014 to September 2015 he worked as a visiting researcher at the Technical University of Kaiserslautern and the German Research Institute for Artificial Intelligence (DFKI) in the field of Image Understanding and Pattern Recognition research. In 2015 he received his Ph.D. in Electrical engineering-Electronic systems from Tarbiat Modarres University. The main focus of his research is in the areas of Deep Learning, Machine Learning, Image Analysis and Image Processing.
Theses supervised
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Title
Persons
1
Text Image Super Resolution using Deep Neural Network
Masoud Nouroozi
2
Improving quality of flash and no flash images using gaussian function
Sadegh Moradi
3
Document localization in images taken by smartphones
Shima bani adam
4
Color Enhancement of High Dynamic Range (HDR) Image with deep learning
Alireza Omrani
5
Smartphone motion mode in PDR method for indoor navigation
Zohreh Karimi
6
Online Signature Verification Using Long Short-Term Memory Neural Network
Zahra Zolfaghari
7
Effect of camera positions in occlusion detection and removal using camera array
Hossein Matamednia
8
reconstruction of high quality document images from video sequence
Mohammad Minouei
9
Abstractive Text Summarization Using Deep Reinforcement Learning with a Sentence Embedding Approach
مهدی قدمی
10
Body Shape Detection Using Image Segmentation
فاطمه اصغری همپا
Theses advised
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Title
Persons
1
Vehicle Detection by Deep learning
Mohsen Valizadeh
2
nonparametric independent component analysis improvement using statistical analysis of different kernels
Faezeh Allahabadi
3
Unspoken word detection from brain activity by EEG signal
Amin Honarmandi
4
Trending topic prediction for Persian tweets in Twitter
Saeed Eivazi
5
Towards robust loop closure in dense RGB-D odometry
Mina Ameli
6
Multi resolution fully end-to-end cascaded CNN for document localization
Ebrahim Valizadeh
7
Auto trade with Ichimoku clouds and encoders using Reinforcement learning alghoritms
Meysam Kheirollahnezhad
8
Fake News Detection Based on ParsBERT Model with User Profile
محمدرضا احمدی
Published articles
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Paper title
Writer
Magazine title
Publish year
Publish type
Article type
1
Document Localization in Images Taken by Smartphones Using a Fully Convolutional Neural Network
Baniadamdizaj, Shima---Soheili, Mohammadreza---Mansouri, Azadeh---
2021
Full Text
2
Merging Clustering and Classification Results for Whole Book Recognition
Soheili, Mohammad Reza---Yousefi, Mohammad Reza---Kabir, Ehsanollah---Stricker, Didier---
2017
Full Text
3
Sub-word Image Clustering in Old Printed Documents Using Template Matching
Soheili, Mohammad Reza---Kabir, Ehsanollah---
Iranian Journal of Electrical and Computer Engineering (IJECE)
2014
Full Text
4
A robust digital image watermarking scheme based on dwt
Soheili, Mohammad Reza---
Journal of Computer Engineering
2009
Full Text
Presented articles
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Title
Writer
Conference
Date
Presentation type
1
Deep Autoencoder Multi-Exposure HDR Imaging
Alireza Omrani, Mohammad reza Soheili, Manoochehr Kelarestaghi
- Iran
1400/12/03
Oral
2
Efficient Table Border Segmentation with Asymmetric Convolutions
Mohammad Minooei, Mohammad reza Soheili, Didier Stricker
International Conference on Machine Vision - Italy
1400/08/17
Oral
3
Smartphone Mode Detection for Positioning using Inertial Sensor
Zohreh Karimi, Mohammad reza Soheili, Navid Heydarishahreza, Saeed Abdollahi, Bob Gill
Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) - Canada
1400/08/05
Oral
4
Document Layout Analysis with an Enhanced Object Detector
Mohammad Minooei, Mohammad reza Soheili, Didier Stricker
2021 5th International Conference on Pattern Recognition and Image Analysis (IPRIA) - Iran
1400/02/08
Oral
5
Document Localization in Images Taken by Smartphones Using a Fully Convolutional Neural Network
Shima Baniadam Dizaj, Mohammad reza Soheili, Azadeh Mansouri
2021 5th International Conference on Pattern Recognition and Image Analysis (IPRIA) - Iran
1400/02/08
Oral
6
A New Image Dataset for Document Corner Localization
Shima Baniadam dizaj, Mohammad reza Soheili, Azadeh Mansouri
2020 International Conference on Machine Vision and Image Processing (MVIP) - Iran
1398/11/30
Oral
7
High dynamic range image reconstruction using multi-exposure Wavelet HDRCNN
Alireza Omrani, Mohammad reza Soheili, Manoochehr Kelarestaghi
2020 International Conference on Machine Vision and Image Processing (MVIP) - Iran
1398/11/30
Oral
8
High-Resolution Document Image Reconstruction from Video
Hossein Moetamednia, Mohammad Minooei, Pooryaa Cheraaqee, Mohammad reza Soheili
2020 International Conference on Machine Vision and Image Processing (MVIP) - Iran
1398/11/30
Oral
9
Accelerated DNA-SLAM for RGB-D images
Mina Ameli, Oliver Wasenmüller, Mohammad reza Soheili, Jamshid Shanbehzadeh, Didier Stricker
2ND INTERNATIONAL CONFERENCE ON IMAGE AND GRAPHICS PROCESSING - Hong Kong
1396/12/05
Oral
10
Merging Clustering and Classification Results for Whole Book Recognition
Mohammad reza Soheili, Mohammad Reza Yousefi, Ehsanollah Kabir, Didier Stricker
10th Iranian Conference on Machine Vision and Image Processing - Iran
1396/09/01
Oral
11
Training a whole0book LSTM0based recognizer with an optimal training set
Mohammad reza Soheili, Mohammad Reza Yousefi, Ehsanollah Kabir, Didier Stricker
The 10th International Conference on Machine Vision (ICMV 2017) - Austria
1396/08/22
Oral
12
UNSPOKEN SPEECH DETECTION FROM BRAIN ACTIVITIES
Amin Honarmandi shandiz, Mir Mohsen Pedram, Mohammad reza Soheili
7th Internatio nal Conferenc e of Cognitive Science - Iran
1396/02/10
Oral
13
DECODING HUMAN BRAIN ACTIVITY ASSOCIATED WITH UNSPOKEN
Amin Honarmandi shandiz, Mir Mohsen Pedram, Mohammad reza Soheili
7th Internatio nal Conferenc e of Cognitive Science - Iran
1396/02/10
Oral