Mahdi Rezaei

Orcid: 0000-0003-3892-421X

Affiliations:
  • University of Leeds, Institute for Transport Studies, UK
  • University of Auckland, Department of Computer Science, New Zealand (PhD 2014)
  • Qazvin Islamic Azad University


According to our database1, Mahdi Rezaei authored at least 40 papers between 2007 and 2024.

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Timeline

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Bibliography

2024
Strong-Help-Weak: An Online Multi-Task Inference Learning Approach for Robust Advanced Driver Assistance Systems.
IEEE Trans. Intell. Transp. Syst., November, 2024

Feature Importance in Pedestrian Intention Prediction: A Context-Aware Review.
CoRR, 2024

AllWeatherNet:Unified Image enhancement for autonomous driving under adverse weather and lowlight-conditions.
CoRR, 2024

PIP-Net: Pedestrian Intention Prediction in the Wild.
CoRR, 2024

Evaluating Driver Readiness in Conditionally Automated Vehicles from Eye-Tracking Data and Head Pose.
CoRR, 2024

AllWeather-Net: Unified Image Enhancement for Autonomous Driving Under Adverse Weather and Low-Light Conditions.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023
3D-Net: Monocular 3D object recognition for traffic monitoring.
Expert Syst. Appl., October, 2023

Local and Global Contextual Features Fusion for Pedestrian Intention Prediction.
CoRR, 2023

A Novel Model for Driver Lane Change Prediction in Cooperative Adaptive Cruise Control Systems.
CoRR, 2023

LSTM-based Preceding Vehicle Behaviour Prediction during Aggressive Lane Change for ACC Application.
CoRR, 2023

2022
Vision-Based Semantic Segmentation in Scene Understanding for Autonomous Driving: Recent Achievements, Challenges, and Outlooks.
IEEE Trans. Intell. Transp. Syst., 2022

Multi-level and multi-modal feature fusion for accurate 3D object detection in Connected and Automated Vehicles.
CoRR, 2022

2021
Complex Human Action Recognition Using a Hierarchical Feature Reduction and Deep Learning-Based Method.
SN Comput. Sci., 2021

Traffic-Net: 3D Traffic Monitoring Using a Single Camera.
CoRR, 2021

Curious Exploration and Return-based Memory Restoration for Deep Reinforcement Learning.
CoRR, 2021

Real-time Active Vision for a Humanoid Soccer Robot using Deep Reinforcement Learning.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020
DeepSOCIAL: Social Distancing Monitoring and Infection Risk Assessment in COVID-19 Pandemic.
CoRR, 2020

DeepHAZMAT: Hazardous Materials Sign Detection and Segmentation with Restricted Computational Resources.
CoRR, 2020

Complex Human Action Recognition in Live Videos Using Hybrid FR-DL Method.
CoRR, 2020

Deep-CAPTCHA: a deep learning based CAPTCHA solver for vulnerability assessment.
CoRR, 2020

Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review.
CoRR, 2020

2019
Effects of Ground Manifold Modeling on the Accuracy of Stixel Calculations.
IEEE Trans. Intell. Transp. Syst., 2019

A Real-Time Ball Detection Approach Using Convolutional Neural Networks.
Proceedings of the RoboCup 2019: Robot World Cup XXIII [Sydney, 2019

2017
Computer Vision for Driver Assistance - Simultaneous Traffic and Driver Monitoring
Computational Imaging and Vision 45, Springer, ISBN: 978-3-319-50551-0, 2017

Extending the stixel world using polynomial ground manifold approximation.
Proceedings of the 24th International Conference on Mechatronics and Machine Vision in Practice, 2017

Improved Stixel Estimation Based on Transitivity Analysis in Disparity Space.
Proceedings of the Computer Analysis of Images and Patterns, 2017

2015
Robust Vehicle Detection and Distance Estimation Under Challenging Lighting Conditions.
IEEE Trans. Intell. Transp. Syst., 2015

2014
Hybrid filter blending to maintain facial expressions in rendered human portraits.
Int. J. Arts Technol., 2014

Robust Eye Gaze Estimation.
Proceedings of the Computer Vision and Graphics - International Conference, 2014

Eye Status Based on Eyelid Detection: A Driver Assistance System.
Proceedings of the Computer Vision and Graphics - International Conference, 2014

Look at the Driver, Look at the Road: No Distraction! No Accident!
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Vehicle Detection Based on Multi-feature Clues and Dempster-Shafer Fusion Theory.
Proceedings of the Image and Video Technology - 6th Pacific-Rim Symposium, 2013

Global Haar-Like Features: A New Extension of Classic Haar Features for Efficient Face Detection in Noisy Images.
Proceedings of the Image and Video Technology - 6th Pacific-Rim Symposium, 2013

2012
Adaptive Haar-like classifier for eye status detection under non-ideal lighting conditions.
Proceedings of the Image and Vision Computing New Zealand, 2012

Novel Adaptive Eye Detection and Tracking for Challenging Lighting Conditions.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

2011
3D Cascade of Classifiers for Open and Closed Eye Detection in Driver Distraction Monitoring.
Proceedings of the Computer Analysis of Images and Patterns, 2011

Artistic Rendering of Human Portraits Paying Attention to Facial Features.
Proceedings of the Arts and Technology - Second International Conference, 2011

2009
Introducing a Sensor Network for Advanced Driver Assistance Systems Using Fuzzy Logic and Sensor Data Fusion Techniques.
Ad Hoc Sens. Wirel. Networks, 2009

2008
Employing ANFIS for Object Detection in Robo-Pong.
Proceedings of the 2008 International Conference on Artificial Intelligence, 2008

2007
Image retrieval based on texture and color method in BTC-VQ compressed domain.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007


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