Brief CV
Azadeh Mansouri
a_mansouri@khu.ac.ir
Assistant professor, Kharazmi University, 2011- present
Professional Preparation
- 2005-2010, Ph.D, Computer Engineering, Shahid Beheshti University (National University), Tehran, Iran. Thesis Supervisor: Dr. F. Torkamani Azar.
- 2004, MSc, Computer Engineering, Science and Research Branch of Azad University, Tehran, Iran. Thesis Supervisor: Dr K.Navi
- 1997-2002, BS, Computer Engineering, Shiraz University, Shiraz, Iran.
Persian (native), English (Advanced), Arabic (moderate)
RESEARCH INTERESTS:
Image and video processing
-
- Digital Forensics
- Digital Image (Video) Watermarking
- Reversible Watermarking
- Steganography
- Steganalysis
- Digital Image (Video) Watermarking
- Image (Video) Quality Assessment
- Human Action recognition
- Video Coding
- Digital Forensics
- Neural Networks and Deep Learning
- Pattern recognition
- Biometrics
-
Theses supervised
#
Title
Persons
1
Cryptocurrency Trading Using Deep Reinforcement Learning
Reza Vasefi
2
Collaborative filtering using hybrid model
Mostafa Ghorbani
3
Violence detection using deep learning
Nargess Honarjoo
4
p
Poya Fazel
5
No-reference Video Quality Assessment Using Deep Neural Networks
A.H Bakhtiyari
6
Screen Content Super-Resolution Considering the Perceptual Quality
H. Sakhavati
7
Video Super-resolution Using Spatio-temporal Information
Marzieh Hosseinkhani
8
Automatic Text Detection and Localization using Deep Neural Networks
Pooya Fazel Dehkordi
9
Program Synthesis using Deep Neural Networks
Peyvand Andalibi Salem
10
Emotion Recognition Using Deep Neural Networks
Mohammad Sedegh Ghasemi
11
Image quality aggregation in deep learning based assessment
MohammadReza Raie
12
Blind image steganalysis using deep learning
Emad Helmi
13
Temporal Pooling Effect in Video Quality Assessment
Sheyda Sadat Alyasin
14
A Method for Evaluating the Perceptual Quality of Screen Content Images
Zahra Maviz
15
Compressed video quality assessment
Mohammad Nouri
16
Document localization in images taken by smartphones
Shima Baniadam Dizaj
17
Human action recognition using temporal relations of descriptors
Sahar Homaie
18
Image Super-Resolution Using Deep Learning
Amirhossein Arezoomand
19
A No-Reference Method for Assessing the Quality of Multiply-Distorted Images
Pouria Cheraghi
20
Spatiotemporal Information Selection in Video Action Recognition
Pouria Amirjan
21
Boosting captioning method based on contextual information
Behnam Samadi
22
video quality assessment based on motion information
Marzieh Seyed Ebrahim
23
Steganalysis of JPEG images
Seyedeh Maryam Seyed Khalilollahi
24
motion estimation with parallel accelerator
Rashid ZamanShoar Heris
25
Action recognition in compressed domain
Ali Abdari
26
An improved No-Reference Image Quality Assessment
Maryam Heydari Sardabi
27
An improved image quality assessment based on structural features
Gona Rahmaniani
28
Frame Deletion Detection for digital video forensics
Fatemeh Mosleh
29
Digital image de-noising based on structural similarities
Zahra Ghafoori Asar
30
Facial emotion recognition using a fuzzy model
AbbasReza Rahimi Bashar
31
An improved approach to steganalysis of JPEG images
Roya Nouri Shahbolaghi
32
Action recognition in compressed video using deep learning
علیرضا رهنما
33
Low Complexity Blind Video Quality Assessment
عرفان اسدی
34
Compensating network delays in multiplayer games using machine learning
محمدمهدی مرشدی
Theses advised
#
Title
Persons
1
An-Improved Video Motion Magnification Algorithm
Sara Heydarian
2
Text to Fashion Images Synthesis Based on Generative Adversarial Networks
Mahta Darvish
Course taught
#
Lesson Title
Place & Date of Lecture
1
Digital Video Processing
2
Neural Networks and Deep Learning
3
Signal and Systems
4
Advanced Programming
5
Multimedia Systems
6
Introduction to Programming
Published articles
#
Paper title
Writer
Magazine title
Publish year
Publish type
Article type
1
Fuzzy information granulation towards benign and malignant lung nodules classification
Fatemeh Amini, Roya Amjadifard, Azadeh Mansouri
Computer Methods and Programs in Biomedicine Update
2024
Full Text
2
An improvement of hidden Markov model for stock market predictions
, Azadeh Mansouri, Soroor Sheidani
International Journal of Reasoning-based Intelligent Systems
2022
Full Text
3
Quality Assessment of Screen Content Images in Wavelet Domain
Pooryaa Cheraaqee, , Azadeh Mansouri, Ahmad Mahmoudi-Aznaveh
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
2021
Full Text
4
SSVD: Structural SVD-based image quality assessment
Azadeh Mansouri, Ahmad Mahmoudi-Aznaveh
SIGNAL PROCESSING-IMAGE COMMUNICATION
2019
Full Text
5
A low complexity wavelet-based blind image quality evaluator
Maryam Heidari sardabi, Pooryaa Cheraaqee, Azadeh Mansouri, Ahmad Mahmoudi-Aznaveh
SIGNAL PROCESSING-IMAGE COMMUNICATION
2019
Full Text
6
Toward a secure video watermarking in compressed domain
Azadeh Mansouri, Ahmad Mahmoudi-Aznaveh
Journal of Information Security and Applications
2019
Full Text
7
Parallel Motion Estimation Based on GPU and Combined GPU-CPU
Rashid Zamanshoar, Azadeh Mansouri
Advances in Parallel Computing
2017
Full Text
8
Digital image steganalysis based on the reciprocal singular value curve
Roya Nouri, Azadeh Mansouri
MULTIMEDIA TOOLS AND APPLICATIONS
2016
Full Text
Presented articles
#
Title
Writer
Conference
Date
Presentation type
1
NTIRE 2023 Quality Assessment of Video Enhancement Challenge
Xiaohong Liu, Xiongkuo Min, Wei Sun, Yulun Zhang, Kai Zhang, Radu Timofte, Guangtao Zhai, Yixuan Gao, Yuqin Cao, Tengchuan Kou, Yunlong Dong, Ziheng Jia, Yilin Li, Kai Zhao, Heng Cong, Hang Shi, Zhiliang Ma, Mirko Agarla, Zhiwei Huang, Hongye Liu, Ironhead Chuang, Haotian Fan, Shiqi Zhou, Yu Lai, Wenqi Wang, Haoning Wu, Chunzheng Zhu, Shiling Zhao, Hanene Brachemi Meftah, Tengfei Shi, Azadeh Mansouri
IEEE/CVF Conference on Computer Vision, Pattern Recognition(CVPR2023) - Canada
1402/03/28
Oral
2
Quality Assessment of Screen Content Videos
Hossein Moetamednia, Pooryaa Cheraaqee, Azadeh Mansouri, Ahmad Mahmoudi-Aznaveh
6th International Conference on Pattern Recognition and Image Analysis (IPRIA 2023) - Iran
1401/11/25
Oral
3
The Effect of Variance-Based Patch Selection on No-Reference Image Quality Assessment
Seyed farhad Hosseini benvidi, Azadeh Mansouri
6th International Conference on Pattern Recognition and Image Analysis (IPRIA 2023) - Iran
1401/11/25
Oral
4
Adaptive Frame Selection In Two Dimensional Convolutional Neural Network Action Recognition
Alireza Rahnama, Alireza Esfahani, Azadeh Mansouri
2022 8th Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS) - Iran
1401/10/07
Oral
5
No-Reference Video Quality Assessment by Deep Feature Maps Relations
Amir Hossein Bakhtiari, Azadeh Mansouri
2022 12th International Conference on Computer and Knowledge Engineering (ICCKE) - Iran
1401/08/26
Oral
6
JPEG Steganalysis Using the Relations Between DCT Coefficients
Seyedeh maryam Seyed khalilollahi, Azadeh Mansouri
2022 International Conference on Machine Vision and Image Processing (MVIP) - Iran
1400/12/04
Oral
7
The Effect of Perceptual Loss for Video Super-Resolution
Marzieh Hosseinkhani, Azadeh Mansouri
2022 International Conference on Machine Vision and Image Processing (MVIP) - Iran
1400/12/04
Oral
8
Towards the Efficiency of the Fusion Step in Language-Based Fashion Image Editing
Mahta Darvish, Jamshid Shanbehzadeh, Azadeh Mansouri
27th International Computer Conference (csicc2022) - Iran
1400/12/04
Oral
9
Perceptually Optimized Loss Function for Image Super-Resolution
Amirhossein Arezoumand, Pooryaa Cheraaqee, Azadeh Mansouri
2021 7th International Conference on Signal Processing and Intelligent Systems (ICSPIS) - Iran
1400/10/08
Oral
10
Violence Detection Using One-Dimensional Convolutional Networks
Narges Honarjoo, Ali Abdari, Azadeh Mansouri
2021 12th International Conference on Information and Knowledge Technology - Iran
1400/09/23
Oral
11
A Perceptual Loss For Screen Content Image Super-Resolution
Hossein Sekhavaty, Marzieh Hosseinkhani, Azadeh Mansouri
12th Conference on Information and Knowledge Technology(IKT2021) - Iran
1400/09/23
Oral
12
Multi-Layer Collaborative Graph with BPR Similarity Embedding for Recommender System
Mostafa Ghorbani, Azadeh Mansouri
11th International Conference on Computer Engineering and Knowledge (ICCKE) - Iran
1400/08/06
Oral
13
Violence detection using pre-trained models
Narges Honarjoo, Ali Abdari, Azadeh Mansouri
5th International Conference on Pattern Recognition and Image Analysis (IPRIA) - Iran
1400/02/08
Oral
14
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
15
Exploring the Gradient for Video Quality Assessment
Hossein Moetamednia, Pooryaa Cheraaqee, Azadeh Mansouri
2020 International Conference on Machine Vision and Image Processing (MVIP) - Iran
1398/11/30
Oral
16
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
17
Action Recognition Using Temporal Partitioning of Motion Information
Pouria Amirjan, Azadeh Mansouri
27th Iranian Conference on Electrical Engineering- ICEE 2019 - Iran
1398/02/10
Oral
18
Accelerating Decoding Step in Image Captioning on Smartphones
Behnam Samadi, Azadeh Mansouri, Ahmad Mahmoudi-Aznaveh
International Congress on High Performance Computing and Big Data Analytics - Iran
1398/02/03
Oral
19
Compressed domain Action Recognition for Healthcare and Assisted Living
Pouria Amirjan, Ali Abdari, Azadeh Mansouri
1st conference on healthcare computing systems and technologies - Iran
1398/01/28
Oral
20
Action Recognition in Compressed Domain Using Residual Information
Ali Abdari, Pouria Amirjan, Azadeh Mansouri
The 4th International conference on Pattern Recognition and Image Analysis - Iran
1397/12/15
Oral
21
Incorporating Gradient Direction for Assessing Multiple Distortions
Pooryaa Cheraaqee, Azadeh Mansouri, Ahmad Mahmoudi-Aznaveh
The 4th International conference on Pattern Recognition and Image Analysis - Iran
1397/12/15
Oral
22
Gradient Based Full Reference Video Quality Assessment
Marzieh Seyyedebrahim, Azadeh Mansouri
10th Iranian Conference on Machine Vision and Image Processing(MVIP) - Iran
1396/09/01
Oral
23
Image Retargeting Quality Assessment using Structural Similarity and Information Preservation Rate
Fatemeh Afshar, Mohsen Zandi, Azadeh Mansouri
10th Iranian Conference on Machine Vision and Image Processing(MVIP) - Iran
1396/09/01
Oral
24
Video watermarking using quantized coefficients and motion vectors analysis
Pouria Amirjan, Azadeh Mansouri
25 th Iranian Conference on Electrical Engineering (lCEE) - Iran
1396/02/12
Oral
25
Non-local means denoising based on SVD basis images
Marzieh Seyyedebrahim, Azadeh Mansouri
2017 3rd International Conference on Pattern Recognition and Image Analysis (IPRIA) - Iran
1396/01/30
Oral
26
Blind image steganalysis based on reciprocal singular value curve
Roya Nouri, Azadeh Mansouri
9th Iranian Conference on Machine Vision and Image Processing - Iran
1394/08/27
Oral