Alireza Bab-Hadiashar

Orcid: 0000-0002-6192-2303

According to our database1, Alireza Bab-Hadiashar authored at least 150 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Autonomous Hyperspectral Characterisation Station: Robotically Assisted Characterisation of Polymer Degradation.
CoRR, 2024

Enhanced Multi-Target Tracking in Dynamic Environments: Distributed Control Methods Within the Random Finite Set Framework.
CoRR, 2024

Single Domain Generalization via Normalised Cross-correlation Based Convolutions.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Interaction-Aware Labeled Multi-Bernoulli Filter.
IEEE Trans. Intell. Transp. Syst., November, 2023

Generalized framework for image and video object segmentation using affinity learning and message passing GNNS.
Comput. Vis. Image Underst., November, 2023

An Information-Theoretic Method to Automatic Shortcut Avoidance and Domain Generalization for Dense Prediction Tasks.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Predictions of in-situ melt pool geometric signatures via machine learning techniques for laser metal deposition.
Int. J. Comput. Integr. Manuf., September, 2023

Temporal Multiple Rotation Averaging on a Distributed Dynamic Network.
IEEE Trans. Signal Inf. Process. over Networks, 2023

Robust pooling through the data mode.
Intell. Syst. Appl., 2023

Multiple instance-based video anomaly detection using deep temporal encoding-decoding.
Expert Syst. Appl., 2023

Domain Generalization by Learning from Privileged Medical Imaging Information.
CoRR, 2023

A Survey of CNN-Based Techniques for Scene Flow Estimation.
IEEE Access, 2023

Failure to Achieve Domain Invariance With Domain Generalization Algorithms: An Analysis in Medical Imaging.
IEEE Access, 2023

An Information-Theoretic Approach to Complementary Information Fusion.
Proceedings of the 12th International Conference on Control, 2023

Integration of Intelligent Driver Model with Interaction-Aware LMB (IA-LMB) Filter for Vehicle tracking.
Proceedings of the 12th International Conference on Control, 2023

Temporal Multiple Rotation Averaging: A Multi-Camera Dataset.
Proceedings of the 12th International Conference on Control, 2023

2022
Semantic Guided Long Range Stereo Depth Estimation for Safer Autonomous Vehicle Applications.
IEEE Trans. Intell. Transp. Syst., 2022

Deep Learning-Based Incorporation of Planar Constraints for Robust Stereo Depth Estimation in Autonomous Vehicle Applications.
IEEE Trans. Intell. Transp. Syst., 2022

Unsupervised video object segmentation: an affinity and edge learning approach.
Int. J. Mach. Learn. Cybern., 2022

IT-RUDA: Information Theory Assisted Robust Unsupervised Domain Adaptation.
CoRR, 2022

Robust Object Classification Approach Using Spherical Harmonics.
IEEE Access, 2022

Multiagent Information Fusion for Connected Driving: A Review.
IEEE Access, 2022

Distributed Complementary Fusion for Connected Vehicles.
Proceedings of the 11th International Conference on Control, 2022

Interaction-Aware Labeled Multi-Bernoulli Filter with Road Constraints.
Proceedings of the 11th International Conference on Control, 2022

Distributed Multi-Sensor Control for Multi-Target Tracking.
Proceedings of the 11th International Conference on Control, 2022

Maximum Consensus by Weighted Influences of Monotone Boolean Functions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Centralized Cooperative Sensor Fusion for Dynamic Sensor Network With Limited Field-of-View via Labeled Multi-Bernoulli Filter.
IEEE Trans. Signal Process., 2021

Interval Type 2 Fuzzy Logic Control for Energy Management of Hybrid Electric Autonomous Vehicles.
IEEE Trans. Intell. Veh., 2021

Anomaly Detection of Defect using Energy of Point Pattern Features within Random Finite Set Framework.
CoRR, 2021

Achieving Domain Robustness in Stereo Matching Networks by Removing Shortcut Learning.
CoRR, 2021

Evaluation of Point Pattern Features for Anomaly Detection of Defect within Random Finite Set Framework.
CoRR, 2021

Automatic far-field camera calibration for construction scene analysis.
Comput. Aided Civ. Infrastructure Eng., 2021

Cable Driven Rehabilitation Robots: Comparison of Applications and Control Strategies.
IEEE Access, 2021

Point Pattern Feature-Based Anomaly Detection for Manufacturing Defects, in the Random Finite Set Framework.
IEEE Access, 2021

Consensus Maximisation Using Influences of Monotone Boolean Functions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Classification of Volumetric Images Using Multi-Instance Learning and Extreme Value Theorem.
IEEE Trans. Medical Imaging, 2020

Motion Segmentation of RGB-D Sequences: Combining Semantic and Motion Information Using Statistical Inference.
IEEE Trans. Image Process., 2020

Tracking of targets of interest using labeled multi-Bernoulli filter with multi-sensor control.
Signal Process., 2020

Cooperative sensor fusion in centralized sensor networks using Cauchy-Schwarz divergence.
Signal Process., 2020

On-Line Visual Tracking with Occlusion Handling.
Sensors, 2020

Rotation Averaging with Attention Graph Neural Networks.
CoRR, 2020

Long Range Stereo Matching by Learning Depth and Disparity.
CoRR, 2020

Monotone Boolean Functions, Feasibility/Infeasibility, LP-type problems and MaxCon.
CoRR, 2020

Recognizing Induced Emotions With Only One Feature: A Novel Color Histogram-Based System.
IEEE Access, 2020

A Novel Hybrid Machine Learning Algorithm for Limited and Big Data Modeling With Application in Industry 4.0.
IEEE Access, 2020

2019
RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge.
IEEE Trans. Medical Imaging, 2019

Information Fusion for Industrial Mobile Platform Safety via Track-Before-Detect Labeled Multi-Bernoulli Filter.
Sensors, 2019

Recent Advances in Stochastic Sensor Control for Multi-Object Tracking.
Sensors, 2019

State Transition for Statistical SLAM Using Planar Features in 3D Point Clouds.
Sensors, 2019

PL-Net3d: Robust 3D Object Class Recognition Using Geometric Models.
IEEE Access, 2019

Random Finite Set-Based Anomaly Detection for Safety Monitoring in Construction Sites.
IEEE Access, 2019

Multi-Objective Optimization of Manufacturing Process in Carbon Fiber Industry Using Artificial Intelligence Techniques.
IEEE Access, 2019

Machine Vision-Enabled Traffic Controller for Safer and Smoother Traffic Flow Around Construction Sites.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Comparative Analysis of 3D Shape Recognition in the Presence of Data Inaccuracies.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Sparsity-Based Naive Bayes Approach for Anomaly Detection in Real Surveillance Videos.
Proceedings of the 2019 International Conference on Control, 2019

Interactive Multiple-Target Tracking via Labeled Multi-Bernoulli Filters.
Proceedings of the 2019 International Conference on Control, 2019

A Novel Design of Cable-Driven Neck Rehabilitation Robot (CarNeck).
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2019

2018
Effective Sampling: Fast Segmentation Using Robust Geometric Model Fitting.
IEEE Trans. Image Process., 2018

Multi-sensor control for multi-object Bayes filters.
Signal Process., 2018

Centralized multiple-view sensor fusion using labeled multi-Bernoulli filters.
Signal Process., 2018

Robust visual data segmentation: Sampling from distribution of model parameters.
Comput. Vis. Image Underst., 2018

Retinal fluid segmentation in OCT images using adversarial loss based convolutional neural networks.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Visual Inspection of Storm-Water Pipe Systems using Deep Convolutional Neural Networks.
Proceedings of the 15th International Conference on Informatics in Control, 2018

Accelerated Multi-Sensor Control for Selective Multi-Object Tracking.
Proceedings of the 2018 International Conference on Control, 2018

Centralized Multiple-View Information Fusion for Multi-Object Tracking Using Labeled Multi-Bernoulli Filters.
Proceedings of the 2018 International Conference on Control, 2018

Sensor Control for Selective Object Tracking Using Labeled Multi-Bernoulli Filter.
Proceedings of the 21st International Conference on Information Fusion, 2018

Visual Mitosis Detection and Cell Tracking Using Labeled Multi-Bernoulli Filter.
Proceedings of the 21st International Conference on Information Fusion, 2018

Non-Bayesian Track-Before-Detect Using Cauchy-Schwarz Divergence-Based Information Fusion.
Proceedings of the 21st International Conference on Information Fusion, 2018

Deep Multi-instance Volumetric Image Classification with Extreme Value Distributions.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Sensor-Management for Multitarget Filters via Minimization of Posterior Dispersion.
IEEE Trans. Aerosp. Electron. Syst., 2017

Constrained Sensor Control for Labeled Multi-Bernoulli Filter Using Cauchy-Schwarz Divergence.
IEEE Signal Process. Lett., 2017

3D SLAM in texture-less environments using rank order statistics.
Robotica, 2017

Statistical Information Fusion for Multiple-View Sensor Data in Multi-Object Tracking.
CoRR, 2017

ROS2D: Image feature detector using rank order statistics.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Labeled multi-Bernoulli tracking for industrial mobile platform safety.
Proceedings of the IEEE International Conference on Mechatronics, 2017

Deep learning for texture classification via multi-wavelet fusion of scattering transforms.
Proceedings of the IEEE International Conference on Mechatronics, 2017

Occlusion handling for online visual tracking using labeled random set filters.
Proceedings of the International Conference on Control, 2017

Cauchy-Schwarz divergence-based distributed fusion with poisson random finite sets.
Proceedings of the International Conference on Control, 2017

Convolutional neural networks for texture recognition using transfer learning.
Proceedings of the International Conference on Control, 2017

2016
Multi-Bernoulli sensor-selection for multi-target tracking with unknown clutter and detection profiles.
Signal Process., 2016

Robust Model Fitting Using Higher Than Minimal Subset Sampling.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

MCMC based sampling technique for robust multi-model fitting and visual data segmentation.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Multi-Bernoulli sensor control using Cauchy-Schwarz divergence.
Proceedings of the 19th International Conference on Information Fusion, 2016

2015
Intelligent Sensorless Antilock Braking System for Brushless In-Wheel Electric Vehicles.
IEEE Trans. Ind. Electron., 2015

Multi-bernoulli sensor control via minimization of expected estimation errors.
IEEE Trans. Aerosp. Electron. Syst., 2015

Multi-Bernoulli sample consensus for simultaneous robust fitting of multiple structures in machine vision.
Signal Image Video Process., 2015

Statistical analysis of three-dimensional optical flow separability in volumetric images.
IET Comput. Vis., 2015

Theoretical analysis of hough transform optimal cell size: Segmentation of nearby lines.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

OSPA-based sensor control.
Proceedings of the 2015 International Conference on Control, 2015

Labeled multi-Bernoulli track-before-detect for multi-target tracking in video.
Proceedings of the 18th International Conference on Information Fusion, 2015

2014
Nonrigid Registration of Volumetric Images Using Ranked Order Statistics.
IEEE Trans. Medical Imaging, 2014

Intelligent Sensorless ABS for In-Wheel Electric Vehicles.
IEEE Trans. Ind. Electron., 2014

Analysis of planar-motion segmentation using affine fundamental matrix.
IET Comput. Vis., 2014

Information theoretic approach to robust multi-Bernoulli sensor control.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

Real-time RGB-D registration and mapping in texture-less environments using ranked order statistics.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

A real-time RGB-D registration and mapping approach by heuristically switching between photometric and geometric information.
Proceedings of the 17th International Conference on Information Fusion, 2014

Sensor control for multi-object tracking using labeled multi-Bernoulli filter.
Proceedings of the 17th International Conference on Information Fusion, 2014

2013
Quantification of Smoothing Requirement for 3D Optic Flow Calculation of Volumetric Images.
IEEE Trans. Image Process., 2013

Robust Multi-Bernoulli Sensor Selection for Multi-Target Tracking in Sensor Networks.
IEEE Signal Process. Lett., 2013

Enhanced ABS for In-Wheel Electric Vehicles using data fusion.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

Multi-bernoulli sensor control for multi-target tracking.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Efficient nonrigid registration using ranked order statistics.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Statistical separability of local motions in volumetric images.
Proceedings of the IEEE International Conference on Image Processing, 2013

Control of sensor with unknown clutter and detection profile using Multi-Bernoulli filter.
Proceedings of the 16th International Conference on Information Fusion, 2013

3D Registration in Dark Environments Using RGB-D Cameras.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Robust Data Modelling Using Thin Plate Splines.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

2012
Accurate wheel speed measurement for sensorless ABS in electric vehicle.
Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, 2012

2011
Efficient Antilock Braking by Direct Maximization of Tire-Road Frictions.
IEEE Trans. Ind. Electron., 2011

An M-estimator for high breakdown robust estimation in computer vision.
Comput. Vis. Image Underst., 2011

2010
Finite Sample Bias of Robust Estimators in Segmentation of Closely Spaced Structures: A Comparative Study.
J. Math. Imaging Vis., 2010

Range segmentation of large building exteriors: A hierarchical robust approach.
Comput. Vis. Image Underst., 2010

Early Detection of Emphysema Progression.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009
Aerial tracking of elongated objects in rural environments.
Mach. Vis. Appl., 2009

Conditions for Segmentation of Motion with Affine Fundamental Matrix.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Conditions for Segmentation of 2D Translations of 3D Objects.
Proceedings of the Image Analysis and Processing, 2009

2008
Clamp-Force Estimation for a Brake-by-Wire System: A Sensor-Fusion Approach.
IEEE Trans. Veh. Technol., 2008

Real-Time Clamp Force Measurement in Electromechanical Brake Calipers.
IEEE Trans. Veh. Technol., 2008

A comparative study of model selection criteria for computer vision applications.
Image Vis. Comput., 2008

Limits of Motion-Background Segmentation Using Fundamental Matrix Estimation.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008

Bridging Parameter and Data Spaces for Fast Robust Estimation in Computer Vision.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008

2007
Calibration of Resolver Sensors in Electromechanical Braking Systems: A Modified Recursive Weighted Least-Squares Approach.
IEEE Trans. Ind. Electron., 2007

Consistency of robust estimators in multi-structural visual data segmentation.
Pattern Recognit., 2007

Land Cover Boundary Extraction in Rural Aerial Videos.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007

A Novel Hierarchical Technique for Range Segmentation of Large Building Exteriors.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

A kalman filtering approach to estimate clamp force in brake-by-wire systems.
Proceedings of the ICINCO 2007, 2007

Fast Estimation of Epipolar Geometry Using High Breakdown M-estimators.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

2006
Range Image Segmentation Using Surface Selection Criterion.
IEEE Trans. Image Process., 2006

Fusion of Redundant Information in Brake-By-Wire Systems Using a Fuzzy Voter.
J. Adv. Inf. Fusion, 2006

Parametric model-based motion segmentation using surface selection criterion.
Comput. Vis. Image Underst., 2006

A Sensor Fusion Approach to Estimate Clamp Force in Brake-by-Wire Systems.
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

Finite Sample Bias of Robust Scale Estimators in Computer Vision Problems.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

2005
Missing Data Compensation for Safety-Critical Components in a Drive-by-Wire System.
IEEE Trans. Veh. Technol., 2005

Real Time Aerial Natural Image Interpretation for Autonomous Ranger Drone Navigation.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005

Large-Object Range Data Acquisition, Fusion and Segmentation.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005

Detecting Cylinders in 3D Range Data Using Model Selection Criteria.
Proceedings of the Fifth International Conference on 3D Digital Imaging and Modeling (3DIM 2005), 2005

2004
The Model Selection Criteria as Merging Criteria.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Effect of Noise on Model Selection Criteria in Visual Applications.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Model Selection for Range Segmentation of Curved Objects.
Proceedings of the Computer Vision, 2004

2003
A comparison of reactive robot chemotaxis algorithms.
Robotics Auton. Syst., 2003

Motion analysis: model selection and motion segmentation.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

Model Selection Criteria in Computer Vision: Are They Different?
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003

2002
Robust Model Based Motion Segmentation.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

1999
Robust segmentation of visual data using ranked unbiased scale estimate.
Robotica, 1999

1998
Robust Optic Flow Computation.
Int. J. Comput. Vis., 1998

Robust range segmentation.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Robust Motion Segmentation Using Rank Ordering Estimatiors.
Proceedings of the Computer Vision, 1998

Robust Total least Squares Based Optic Flow Computation.
Proceedings of the Computer Vision, 1998

1997
Optic flow calculation using robust statistics.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
Robust optic flow estimation using least median of squares.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996


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