Publications

A guide to image and video based small object detection using deep learning: Case study of maritime surveillance

Published in IEEE Transactions on Intelligent Transportation Systems, 2025

Aref Miri Rekavandi, Lian Xu, Farid Boussaid, Abd-Krim Seghouane, Stephen Hoefs and Mohammed Bennamoun

Certified Adversarial Robustness via Randomized α-Smoothing for Regression Models

Published in NeurIPS, 2024

Aref Miri Rekavandi, Farhad Farokhi, Olga Ohrimenko and Benjamin IP Rubinstein

Learning Robust and Sparse Principal Components with the α-Divergence

Published in IEEE Transactions on Image Processing, 2024

Aref Miri Rekavandi, Abd-Krim Seghouane and Robin J. Evans

Analysis and evaluation of explainable artificial intelligence on suicide risk assessment

Published in Scientific Reports, 2024

Hao Tang, Aref Miri Rekavandi, Dharjinder Rooprai, Girish Dwivedi, Frank M. Sanfilippo, Farid Boussaid and Mohammed Bennamoun

B-Pose: Bayesian Deep Network for Camera 6-DoF Pose Estimation from RGB Images

Published in IEEE Robotics and Automation Letters, 2023

Aref Miri Rekavandi, Farid Boussaid, Abd-Krim Seghouane, and Mohammed Bennamoun

TRPAST: A tunable and robust projection approximation subspace tracking method

Published in IEEE Transactions on Signal Processing, 2023

Aref Miri Rekavandi, Abd-Krim Seghouane, and Karim Abed-Meraim

Rbdl: Robust Block-Structured Dictionary Learning for Block Sparse Representation

Published in Pattern Reconition Letters, 2023

Abd-Krim Seghouane, Asif Iqbal, and Aref Miri Rekavandi

Robust Subspace Tracking With Contamination Mitigation via α-Divergence

Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023

Le Trung Thanh, Aref Miri Rekavandi, Abd-Krim Seghouane, Karim Abed-Meraim

Extended Expectation Maximization for Under-fitted Models

Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023

Aref Miri Rekavandi, Abd-Krim Seghouane, Farid Boussaid, and Mohammed Bennamoun

Cross Domain 2D-3D Descriptor Matching for Unconstrained 6- DOF Pose Estimation

Published in Pattern Reconition, 2023

Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel, Aref Miri Rekavandi, Farid Boussaid

Adaptive Brain Activity Detection in Structured Interference and Partially Homogeneous Locally Correlated Disturbance

Published in IEEE Transactions on Biomedical Engineering, 2022

Aref Miri Rekavandi, Abd-Krim Seghouane, and Robin Evans

Robust Subspace Detectors Based on α-Divergence With Application to Detection in Imaging

Published in IEEE Transactions on Image Processing, 2021

Aref Miri Rekavandi, Abd-Krim Seghouane, and Robin Evans

Robust Principal Component Analysis Using α− divergence

Published in IEEE International Conference on Image Processing (ICIP), 2020

Aref Miri Rekavandi and Abd-Krim Seghouane

Robust likelihood ratio test using α− divergence

Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020

Aref Miri Rekavandi, Abd-Krim Seghouane, and Robin Evans

Adaptive matched filter using non-target free training data

Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020

Aref Miri Rekavandi, Abd-Krim Seghouane, and Robin Evans

Adaptive subspace detector in high dimensional space with insufficient training data

Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019

Aref Miri Rekavandi, Abd-Krim Seghouane, and Robin Evans

An image steganography method based on integer wavelet transform

Published in Multimedia Tools and Applications, 2018

Aref Miri Rekavandi and Karim Faez

Medical image denoising based on 2D discrete cosine transform via ant colony optimization

Published in Optik, 2018

Aref Miri Rekavandi, Saeed Sharifian, Shima Rashidi, and Madjid Ghods

Adaptive image steganography based on transform domain via genetic algorithm

Published in Optik, 2017

Aref Miri Rekavandi and Karim Faez