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Author search results
Exact matches
- Abd-Krim Seghouane
aka: Abd-Krim Karim Seghouane
University of Melbourne, Department of Electrical and Electronic Engineering, Parkville, Australia
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Publication search results
found 125 matches
- 2024
- Aref Miri Rekavandi
, Abd-Krim Seghouane
, Robin J. Evans
:
Learning Robust and Sparse Principal Components With the α-Divergence. IEEE Trans. Image Process. 33: 3441-3455 (2024) - 2023
- Abd-Krim Seghouane, Asif Iqbal
, Aref Miri Rekavandi
:
RBDL: Robust block-Structured dictionary learning for block sparse representation. Pattern Recognit. Lett. 172: 89-96 (2023) - Aref Miri Rekavandi
, Farid Boussaïd
, Abd-Krim Seghouane
, Mohammed Bennamoun
:
B-Pose: Bayesian Deep Network for Camera 6-DoF Pose Estimation From RGB Images. IEEE Robotics Autom. Lett. 8(10): 6747-6754 (2023) - Aref Miri Rekavandi
, Abd-Krim Seghouane
, Karim Abed-Meraim
:
TRPAST: A Tunable and Robust Projection Approximation Subspace Tracking Method. IEEE Trans. Signal Process. 71: 2407-2419 (2023) - Aref Miri Rekavandi
, Abd-Krim Seghouane, Farid Boussaïd, Mohammed Bennamoun
:
Extended Expectation Maximization for Under-Fitted Models. ICASSP 2023: 1-5 - Le Trung Thanh
, Aref Miri Rekavandi
, Abd-Krim Seghouane, Karim Abed-Meraim:
Robust Subspace Tracking with Contamination Mitigation via α-Divergence. ICASSP 2023: 1-5 - 2022
- Aref Miri Rekavandi
, Abd-Krim Seghouane
, Robin J. Evans:
Adaptive Brain Activity Detection in Structured Interference and Partially Homogeneous Locally Correlated Disturbance. IEEE Trans. Biomed. Eng. 69(10): 3064-3073 (2022) - Aref Miri Rekavandi, Lian Xu, Farid Boussaïd, Abd-Krim Seghouane, Stephen Hoefs, Mohammed Bennamoun:
A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance. CoRR abs/2207.12926 (2022) - 2021
- Abd-Krim Seghouane
, Navid Shokouhi
:
Adaptive Learning for Robust Radial Basis Function Networks. IEEE Trans. Cybern. 51(5): 2847-2856 (2021) - Aref Miri Rekavandi
, Abd-Krim Seghouane
, Robin J. Evans:
Robust Subspace Detectors Based on α-Divergence With Application to Detection in Imaging. IEEE Trans. Image Process. 30: 5017-5031 (2021) - 2020
- Vishal Monga, Scott T. Acton, Abd-Krim Seghouane
, Arrate Muñoz-Barrutia, Jong Chul Ye:
Editorial: Introduction to the Issue on Domain Enriched Learning for Medical Imaging. IEEE J. Sel. Top. Signal Process. 14(6): 1068-1071 (2020) - Asif Iqbal
, Mohamed Nait Meziane
, Abd-Krim Seghouane
, Karim Abed-Meraim:
Adaptive complex-valued dictionary learning: Application to fMRI data analysis. Signal Process. 166 (2020) - Aref Miri Rekavandi
, Abd-Krim Seghouane
, Robin J. Evans:
Adaptive Matched Filter using Non-Target Free Training Data. ICASSP 2020: 1090-1094 - Aref Miri Rekavandi
, Abd-Krim Seghouane
, Robin J. Evans:
Robust Likelihood Ratio Test Using α-Divergence. ICASSP 2020: 1150-1154 - Aref Miri Rekavandi
, Abd-Krim Seghouane
:
Robust Principal Component Analysis Using Alpha Divergence. ICIP 2020: 6-10 - Abd-Krim Seghouane
:
Robust Structured Dictionary Learning For Block Sparse Representations Using α-Divergence. ICIP 2020: 843-847 - Abd-Krim Seghouane
, Muhammad Ali Qadar:
Sparsity Preserved Canonical Correlation Analysis. ICIP 2020: 31-35 - 2019
- Abd-Krim Seghouane
, Navid Shokouhi:
Estimating the Number of Significant Canonical Coordinates. IEEE Access 7: 108806-108817 (2019) - Muhammad Ali Qadar
, Abdeldjalil Aïssa-El-Bey
, Abd-Krim Seghouane
:
Two dimensional CCA via penalized matrix decomposition for structure preserved fMRI data analysis. Digit. Signal Process. 92: 36-46 (2019) - Muhammad Ali Qadar
, Abd-Krim Seghouane
:
A Projection CCA Method for Effective fMRI Data Analysis. IEEE Trans. Biomed. Eng. 66(11): 3247-3256 (2019) - Abd-Krim Seghouane
, Asif Iqbal
, Karim Abed-Meraim:
A Sequential Block-Structured Dictionary Learning Algorithm for Block Sparse Representations. IEEE Trans. Computational Imaging 5(2): 228-239 (2019) - Asif Iqbal
, Abd-Krim Seghouane
:
An α-Divergence-Based Approach for Robust Dictionary Learning. IEEE Trans. Image Process. 28(11): 5729-5739 (2019) - Abd-Krim Seghouane
, Navid Shokouhi
, Inge Koch
:
Sparse Principal Component Analysis With Preserved Sparsity Pattern. IEEE Trans. Image Process. 28(7): 3274-3285 (2019) - Abd-Krim Seghouane
, Navid Shokouhi
:
Consistent Estimation of Dimensionality for Data-Driven Methods in fMRI Analysis. IEEE Trans. Medical Imaging 38(2): 493-503 (2019) - Abd-Krim Seghouane
, Davide Ferrari:
Robust Hemodynamic Response Function Estimation From fNIRS Signals. IEEE Trans. Signal Process. 67(7): 1838-1848 (2019) - Asif Iqbal
, Abd-Krim Seghouane
:
Robust Dictionary Learning Using α-Divergence. ICASSP 2019: 2972-2976 - Aref Miri Rekavandi
, Abd-Krim Seghouane
, Robin J. Evans:
Adaptive Subspace Detector in High Dimensional Space with Insufficient Training Data. ICASSP 2019: 1164-1168 - Abd-Krim Seghouane
, Asif Iqbal
, Karim Abed-Meraim:
Sequential Structured Dictionary Learning for Block Sparse Representations. ICASSP 2019: 3397-3401 - Mengmeng Wang, Abd-Krim Seghouane
:
Motion Artefact Removal in Functional Near-infrared Spectroscopy Signals Based on Robust Estimation. ICASSP 2019: 1145-1149 - Shashanka Ubaru, Abd-Krim Seghouane
, Yousef Saad
:
Find the dimension that counts: Fast dimension estimation and Krylov PCA. SDM 2019: 720-728
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