FUSION2023: 26TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION2023)
PROGRAM

Days: Monday, June 26th Tuesday, June 27th Wednesday, June 28th Thursday, June 29th Friday, June 30th

Monday, June 26th

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Tuesday, June 27th

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11:30-13:00Lunch Break
Wednesday, June 28th

View this program: with abstractssession overviewtalk overview

09:15-09:30Coffee Break
09:30-10:45 Session 5A: Graph Tracking I
09:30
Multipath-based SLAM with Multiple-Measurement Data Association (abstract)
PRESENTER: Lukas Wielandner
09:55
On Multitarget Tracking with Possibly Unresolved Measurements (abstract)
PRESENTER: Augustin Saucan
10:20
Belief propagation for marginal probabilities in multiple hypothesis tracking (abstract)
09:30-10:45 Session 5B: SS7: Information Fusion for situation understanding and sense-making I
Location: Harleston
09:30
Deep classifiers evidential fusion with reliability (abstract)
PRESENTER: Michele Somero
09:55
On the Use of Real-Time Multi-Object Detection and Classification for Automated Assessment of Operator Visual Attention Allocation (abstract)
10:20
UAV airframe classification based on trajectory data in UTM collaborative environments (abstract)
09:30-10:45 Session 5C: SS9 - Advanced Nonlinear Filtering I
Location: Ansonborough
09:30
Fault Detection in Resilient Time Provision (abstract)
PRESENTER: Jindrich Dunik
09:55
Nonlinearity-Aware Partial-Update Schmidt Kalman Filter (abstract)
10:20
Approximate Bayesian State Estimation for Active Fault Diagnosis of Large-Scale Systems (abstract)
PRESENTER: Ondrej Straka
09:30-10:45 Session 5D: Computer Vision I
Location: Colleton
09:30
Robust Face Morphing Attack Detection Using Fusion of Multiple Features and Classification Techniques (abstract)
09:55
MCTNet: A Multi-Scale CNN-Transformer Network for Change Detection in Optical Remote Sensing Images (abstract)
PRESENTER: Weiming Li
10:20
MobileFuse: Multimodal Image Fusion at the Edge (abstract)
PRESENTER: Hughes Perreault
09:30-10:45 Session 5E: Sensor Management I
Location: Drayton
09:30
Dual Control Inspired Active Sensing for Bearing-Only Target Tracking (abstract)
09:55
Target search with a radar on an airborne platform (abstract)
PRESENTER: Hugo Vaillaud
10:20
Non-myopic Sensor Path Planning for Emitter Localization with a UAV (abstract)
PRESENTER: Hans Schily
10:45-11:00Coffee Break
11:00-12:15 Session 6A: Graph Tracking II
11:00
Measuring Multi-Source Redundancy in Factor Graphs (abstract)
PRESENTER: Jesse Milzman
11:25
Decentralized Decision Making over Random Graphs (abstract)
PRESENTER: Samuel Fedeler
11:50
Distributed Swarm Navigation with Factored Filters (abstract)
PRESENTER: Samuel Shapero
11:00-12:15 Session 6B: SS7: Information Fusion for situation understanding and sense-making II / Quantum Computing
Location: Harleston
11:00
Comparison of Classification Techniques for Extremism Detection in French Social Media (abstract)
PRESENTER: Valentina Dragos
11:25
Hybrid Quantum-Classical Neural Network for Incident Detection (abstract)
PRESENTER: Jean Michel Tine
11:50
Game-Theoretic Strategies for Quantum-Conventional Network Infrastructures (abstract)
PRESENTER: Nageswara Rao
11:00-12:15 Session 6C: SS9 - Advanced Nonlinear Filtering II
Location: Ansonborough
11:00
Stein Variational Gradient Descent for Non-Bayesian Particle Flow (abstract)
PRESENTER: Kyle Craft
11:25
When Does the Marginalized Particle Filter Degenerate? (abstract)
PRESENTER: Jakob Åslund
11:50
Inference for Variance-Gamma Driven Stochastic Systems (abstract)
PRESENTER: Yaman Kindap
11:00-12:15 Session 6D: Computer Vision II
Location: Colleton
11:00
Multistream Convolutional Neural Network Fusion for Pixel-wise Classification of Peatland (abstract)
11:25
Bounding Box Dynamics in Visual Tracking: Modeling and Noise Covariance Estimation (abstract)
PRESENTER: Jan Krejčí
11:50
Bounding Box Detection in Visual Tracking: Measurement Model Parameter Estimation (abstract)
PRESENTER: Jan Krejčí
11:00-12:15 Session 6E: Sensor Management II
Location: Drayton
11:00
Reinforcement Learning based Guidance Policy Optimization for a Swarm of Cooperative Sensor Platforms Tracking a Single Target (abstract)
11:25
A Method of Efficiently Evaluating Radar Performance Models Using Upper Bounds (abstract)
11:50
Joint bias and target state estimation based on Doppler sensors (abstract)
PRESENTER: Matteo Tesori
12:15-13:15Lunch Break
13:15-14:30 Session 7A: SS1: Acoustic Data Fusion
13:15
Navigation in Shallow Water Using Passive Acoustic Ranging (abstract)
PRESENTER: Junsu Jang
13:40
Simultaneous Sensor and Sound Source Localization in Urban Environments (abstract)
PRESENTER: Luisa Still
14:05
Computational Algorithms for Acoustic Signals Direction of Arrival and Sound Speed Estimation (abstract)
PRESENTER: Chris Norton
13:15-14:30 Session 7B: SS8: Sensor Models and Calibration Techniques I
Location: Harleston
13:15
Automatic Estimation of Ship-Mounted Cameras' Orientation by Hand-Eye Calibration (abstract)
13:40
Motion Tracking with Coupled Magnetometers and Dynamic IMU Measurement Fusion in Nonuniform Magnetic Fields (abstract)
PRESENTER: Jeronimo Cox
14:05
Modeling Inter-Vehicle Occlusion Scenarios in Multi-Camera Traffic Surveillance Systems (abstract)
PRESENTER: Leah Strand
13:15-14:30 Session 7C: SS9 - Advanced Nonlinear Filtering III
Location: Ansonborough
13:15
Approximate fusion of probability density functions using Gaussian copulas (abstract)
PRESENTER: Jiří Ajgl
13:40
Deterministic Sampling of Arbitrary Densities Using Equal Sphere Packing of Volume under the Density (PoVuD) (abstract)
PRESENTER: Daniel Frisch
14:05
Progressive Bayesian Particle Flows based on Optimal Transport Map Sequences (abstract)
13:15-14:30 Session 7D: Computer Vision III
Location: Colleton
13:15
Holistic Self-Distillation with the Squeeze and Excitation Network for Fine-grained Plant Pathology Classification (abstract)
PRESENTER: Jingxuan Su
13:40
Learning Empirical Bregman Divergence for Uncertain Distance Representation (abstract)
PRESENTER: Zhiyuan Li
13:15-14:30 Session 7E: Sensor Management III
Location: Drayton
13:15
Optimal Sampling Methodologies for High-rate Structural Twinning (abstract)
13:40
Reinforcement Learning-based Autonomous Sensor Control via Simultaneous Learning of Policies and State-Action Spaces (abstract)
PRESENTER: Robert Ravier
14:05
Power Allocation for Multi-Target Tracking in Netted Radar System under Suppression Jamming (abstract)
PRESENTER: Haicheng Xu
14:30-14:45Coffee Break
14:45-16:00 Session 8A: SS8: Sensor Models and Calibration Techniques II / Navigation I
14:45
Learning IMM Filter Parameters from Measurements using Gradient Descent (abstract)
15:10
Towards Terrain-Based Navigation Using Side-scan Sonar (abstract)
PRESENTER: Florian Meyer
15:35
Bayesian Sensor Fusion for Joint Vehicle Localization and Road Mapping Using Onboard Sensors (abstract)
PRESENTER: Karl Berntorp
14:45-16:00 Session 8B: Computer Vision IV
Location: Colleton
14:45
Out-of-distribution Object Detection through Bayesian Uncertainty Estimation (abstract)
PRESENTER: Tianhao Zhang
15:10
Improved Multi-Scale Grid Rendering of Point Clouds for Radar Object Detection Networks (abstract)
PRESENTER: Daniel Köhler
15:35
A Variational Method with Kernel Estimation and Low Rank Prior for Pansharpening (abstract)
PRESENTER: Pengbo Mi
14:45-16:00 Session 8C: Sensor Management IV
Location: Drayton
14:45
Statistical Detection of Coordination in a Cognitive Radar Network through Inverse Multi-Objective Optimization (abstract)
PRESENTER: Luke Snow
15:10
Study of Overfitting by Machine Learning Methods Using Generalization Equations (abstract)
15:35
Geometry-Aware Distributed Kalman Filtering for Affine Formation Control under Observation Losses (abstract)
PRESENTER: Zhonggang Li
Thursday, June 29th

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09:15-09:30Coffee Break
09:30-10:45 Session 10A: ML Tracking
09:30
Ghost Track Detection in Multitarget Tracking using LSTM Network (abstract)
09:55
Model-based Deep Learning for Maneuvering Target Tracking (abstract)
PRESENTER: Peter Willett
10:20
Accurate Passive Radar via an Uncertainty-Aware Fusion of Wi-Fi Sensing Data (abstract)
PRESENTER: Marco Cominelli
09:30-10:45 Session 10B: SS5: Evaluation of Technologies for Uncertainty Reasoning I
Location: Harleston
09:30
Evaluation of Counter Unmanned Aerial Systems through the levels (abstract)
09:55
Uncertain about ChatGPT: enabling the uncertainty evaluation of large language models (abstract)
10:20
Software-Friendly Subjective Bayesian Networks: Reasoning within a Software-Centric Mission Impact Assessment Framework (abstract)
PRESENTER: Shou Matsumoto
09:30-10:45 Session 10C: Nonlinear Filtering I
Location: Ansonborough
09:30
Deep Normalizing Flows for State Estimation (abstract)
PRESENTER: Marc Schlichting
09:55
Maximum Correntropy Two-Filter Smoothing (abstract)
PRESENTER: Yanbo Yang
10:20
Multiscan Shape Estimation for Extended Object Tracking (abstract)
09:30-10:45 Session 10D: (SS4) Directional Estimation I
Location: Colleton
09:30
Periodic Fisher-Scoring Algorithm with Applications for DOA Estimation in Seismic Arrays (abstract)
09:55
Elephant DOA Estimation using a Geophone Network (abstract)
10:20
Collaborative Bearing Estimation Using Set Membership Methods (abstract)
PRESENTER: Jochen Trumpf
09:30-10:45 Session 10E: Detection
Location: Drayton
09:30
Few-shot Domain-Adaptative Visually Fused Event Detection from Text (abstract)
09:55
Multi-frame Detection for Dim Target under Heterogeneous Clutter in Airborne Radars (abstract)
PRESENTER: Haiyi Mao
10:20
Observability of Bias of Measurements in Bearings-Only Target Motion Analysis (abstract)
PRESENTER: Claude Jauffret
10:45-11:00Coffee Break
11:00-12:15 Session 11A: ML Fusion
11:00
Late Meta-learning Fusion Using Representation Learning for Time Series Forecasting (abstract)
11:25
Identifying Aircraft Motions and Patterns from Magnetometry Data Using a Knowledge-Based Multi-Fusion Approach (abstract)
PRESENTER: Julian Vexler
11:50
Generic Multimodal Gradient-based Meta Learner Framework (abstract)
PRESENTER: Liriam Enamoto
11:00-12:15 Session 11B: SS5: Evaluation of Technologies for Uncertainty Reasoning II
Location: Harleston
11:00
Qualitative Models of Data Generation Processes: Facilitating Data-Intensive AI Solutions (abstract)
PRESENTER: Gregor Pavlin
11:25
Identifying Key Features in Aggregated Real-Life AIS-Messages for Classification of Maritime Vessels by Random Forests (abstract)
PRESENTER: Max Krueger
11:00-12:15 Session 11C: Nonlinear Filtering II
Location: Ansonborough
11:00
On the approximation of the quotient of two Gaussian densities for multiple-model smoothing (abstract)
11:25
Iterated Filters for Nonlinear Transition Models (abstract)
PRESENTER: Anton Kullberg
11:50
Ensemble Kalman Filter with Bayesian Recursive Update (abstract)
11:00-12:15 Session 11D: SS4: Directional Estimation II / Radar
Location: Colleton
11:00
On the Spherical Laplace Distribution (abstract)
PRESENTER: Kisung You
11:25
WakeIPDA: Target tracking with existence modeling in the presence of wakes (abstract)
PRESENTER: Audun G. Hem
11:50
GLRT Particle Filter for Non-Line of Sight Moving Target Tracking via Phased Array Radar (abstract)
PRESENTER: Ba-Huy Pham
11:00-12:15 Session 11E: Track Fusion I
Location: Drayton
11:00
Conservative Data Reduction for Covariance Matrices Using Elementwise Event Triggers (abstract)
PRESENTER: Christopher Funk
11:25
Association of labellized tracks with low reliability covariance information: a track graph partitioning approach (abstract)
PRESENTER: Lionel Gayraud
11:50
Sequential Processing of Observations in Human Decision-Making Systems (abstract)
PRESENTER: Nandan Sriranga
12:15-13:15Lunch Break
13:15-14:30 Session 12A: Target Tracking I
13:15
Interframe Association of YOLO Bounding Boxes in the Presence of Camera Panning and Zooming (abstract)
PRESENTER: Zijiao Tian
13:40
Unbiased Electro-optical/Infrared Camera Angular Measurements and their Cross-Correlated Errors (abstract)
14:05
Adaptive Mixture Model Reduction based on the Composite Transportation Dissimilarity (abstract)
13:15-14:30 Session 12C: Data Association
Location: Ansonborough
13:15
The linear multitarget IPDA and its application on only a subset of the tracks. (abstract)
13:40
Measurement-to-Measurement Association for MDA with A Practical Coarse Gating Strategy (abstract)
PRESENTER: Mahendra Mallick
14:05
Closing the Ivory Validation Gates: A Historical Analysis of Achkasov’s Data Association Filters (abstract)
13:15-14:30 Session 12D: ML Sensor Management
Location: Colleton
13:15
On-Sensor Online Learning and Classification Under 8 KB Memory (abstract)
PRESENTER: Mahesh Chowdhary
13:40
Enhancing Disaster Management of Guyed Towers through Machine Learning-Based Data Fusion (abstract)
14:05
Scheduling Condition-based Maintenance: An Explainable Deep Reinforcement Learning Approach via Reward Decomposition (abstract)
PRESENTER: Huong Dang
13:15-14:30 Session 12E: Navigation II
Location: Drayton
13:15
Distributed multi-agent magnetic field norm SLAM with Gaussian processes (abstract)
PRESENTER: F.M. Viset
13:40
Design of Efficient Point-Mass Filter with Terrain Aided Navigation Illustration (abstract)
PRESENTER: Jakub Matousek
14:05
Sweeping UV-C Disinfection: a Mathematical Approach (abstract)
PRESENTER: Juha Röning
14:30-14:45Coffee Break
14:45-16:00 Session 13A: Situational Awareness
14:45
Intention Estimation with Recurrent Neural Networks for Mixed Reality Environments (abstract)
PRESENTER: Michael Fennel
15:10
Probability Distributions in Coastal Regions for Association of Naval Vessels (abstract)
15:35
Unsupervised anomaly detection under a multiple modeling strategy via model set optimization through transfer learning (abstract)
14:45-16:00 Session 13B: Data Mining
Location: Ansonborough
14:45
Co-embedding Multi-type Data for Information Fusion and Visual Analytics (abstract)
PRESENTER: Dongjin Choi
15:10
Ensemble Gaussian Mixture Filtering with Particle-localized Covariances (abstract)
PRESENTER: Andrey A. Popov
15:35
Variations of Joint Integrated Data Association With Radar and Target-Provided Measurements
14:45-16:00 Session 13C: Navigation III
Chair:
Location: Drayton
14:45
Maritime radar odometry inspired by visual odometry (abstract)
PRESENTER: Henrik Flemmen
15:10
Large-scale magnetic field maps using structured kernel interpolation for Gaussian process regression (abstract)
PRESENTER: Clara Menzen
15:35
Mapping the magnetic field using a magnetometer array with noisy input Gaussian process regression (abstract)
PRESENTER: Thomas Edridge
Friday, June 30th

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09:15-09:30Coffee Break
09:30-10:45 Session 15A: Target Tracking II
09:30
Flexible Multi-Target Tracking with Track Management Using Dirichlet and Gaussian Processes (abstract)
PRESENTER: Fred Goodyer
09:55
Adaptive Kalman Filter Tracking for Instantaneous Aircraft Flutter Monitoring (abstract)
PRESENTER: Robin Volkmar
10:20
Mismatched Filter Design Applied to 1D and 2D Sinusoidal Models (abstract)
09:30-10:45 Session 15B: SS6: Extended Object and Group Tracking I
Chair:
Location: Harleston
09:30
Extended target PMBM tracker with a Gaussian Process target model on LiDAR data (abstract)
PRESENTER: Martin Baerveldt
09:55
An Efficient Implementation of the Extended Object Trajectory PMB Filter Using Blocked Gibbs Sampling (abstract)
PRESENTER: Yuxuan Xia
10:20
Multiple Gaussian Processes based Extended Target Tracking with Variational Inference (abstract)
PRESENTER: Dongsheng Yang
09:30-10:45 Session 15C: RFS Methods I
Location: Ansonborough
09:30
A multi-object Kalman filter for Gaussian random fields with point process measurements (abstract)
09:55
On Gibbs Sampling Architecture for Labeled Random Finite Sets Multi-Object Tracking (abstract)
PRESENTER: Anthony Trezza
10:20
Deterministic Multi-sensor Measurement-adaptive Birth using Labeled Random Finite Sets (abstract)
09:30-10:45 Session 15D: Belief Functions I
Location: Colleton
09:30
Bounded Subjective Opinions (abstract)
PRESENTER: Michael McDonald
09:55
Online Performance Assessment of Multi-Sensor Kalman Filters Based on Subjective Logic (abstract)
PRESENTER: Thomas Griebel
09:30-10:45 Session 15E: Operations Research
Location: Drayton
09:30
A solution to the electrical urban transit routing problem with heterogeneous characteristics (abstract)
PRESENTER: Patrick Huber
09:55
Approximate First-Passage Time Distributions for Gaussian Motion and Transportation Models (abstract)
10:20
Joint Estimation of Vessel Parameter-Motion and Sea State (abstract)
PRESENTER: Hoa Van Nguyen
10:45-11:00Coffee Break
11:00-12:15 Session 16A: Target Tracking III
11:00
Automatic Identification of Coordinated Targets (abstract)
PRESENTER: Hosam Alqaderi
11:25
Stone Soup: No Longer Just an Appetiser (abstract)
PRESENTER: Jordi Barr
11:50
A Gaussian Integral Filter with Multivariate Laplace Process Noise (abstract)
PRESENTER: Enrico Zucchelli
11:00-12:15 Session 16B: SS6: Extended Object and Group Tracking II
Location: Harleston
11:00
Multitarget-Multidetection Tracking Using the Kernel SME Filter (abstract)
PRESENTER: Eugen Ernst
11:25
Improved Extended Object Tracking with Efficient Particle-based Orientation Estimation (abstract)
11:50
Evaluation Scores for Elliptic Extended Object Tracking Considering Diverse Object Sizes (abstract)
PRESENTER: Kolja Thormann
11:00-12:15 Session 16C: RFS Methods II
Chair:
Location: Ansonborough
11:00
Stochastic flows – a primer on early multi-object filtering work with point processes (abstract)
PRESENTER: Daniel Clark
11:25
The Product Multi-Sensor Labeled Multi-Bernoulli Filter (abstract)
PRESENTER: Martin Herrmann
11:50
The Fast Product Multi-Sensor Labeled Multi-Bernoulli Filter (abstract)
PRESENTER: Martin Herrmann
11:00-12:15 Session 16D: Belief Functions II
Location: Colleton
11:00
Sequential Source Selection Based On Evidential Value of Information (abstract)
PRESENTER: Pawel Kowalski
11:25
Weighted Fusion of Multiple Classifiers for Human Activity Recognition (abstract)
PRESENTER: Kezhu Zuo
11:50
Exercise and Sedentary Activity Recognition Using Late Fusion: Building Adaptable Uncertain Models (abstract)
11:00-12:15 Session 16E: SS2: Context-based Information Fusion I
Location: Drayton
11:00
Dual occupancy and knowledge maps management for optimal traversability risk analysis (abstract)
11:25
Classification of Warship Formations Using a Kohonen Network (abstract)
PRESENTER: Pablo Rangel
11:50
Avoiding quantification effect in the vertical trajectory reconstruction filtering system (abstract)
PRESENTER: Daniel Amigo
12:15-13:15Lunch Break
13:15-14:30 Session 17A: Tracking Performance Evaluation
13:15
Measurement and Track Fusion at the System Level (abstract)
PRESENTER: Darin Dunham
13:40
GOSPA-Driven Gaussian Bernoulli Sensor Management (abstract)
PRESENTER: George Jones
14:05
Advances in Multi-Target Tracking Performance Evaluation (abstract)
13:15-14:30 Session 17B: SS6: Extended Object and Group Tracking III
Location: Harleston
13:15
Extended Target Tracking With a Lidar Sensor Using Random Matrices and a Gaussian Processes Regression Model (abstract)
PRESENTER: Patrick Hoher
13:40
A Novel Method for Maneuvering Extended Vehicle Tracking with Automotive Radar (abstract)
PRESENTER: Hongfei Xu
14:05
Shape Tracking Using Fourier-Chebyshev Double Series for 3D Distance Measurements (abstract)
PRESENTER: Tim Baur
13:15-14:30 Session 17C: RFS Methods III
Location: Ansonborough
13:15
Labeled Probability Hypothesis Density Filtering for Track-Before-Detect Strategy (abstract)
PRESENTER: Haiyi Mao
13:40
Joint Emitter Detection and Tracking Based on the Bernoulli Filter (abstract)
PRESENTER: Matteo Tesori
14:05
Split Happens! Imprecise and Negative Information in Gaussian Mixture Random Finite Set Filtering (abstract)
PRESENTER: Keith LeGrand
13:15-14:30 Session 17D: Sensor Fusion
Chair:
Location: Colleton
13:15
Multimodal Early Fusion of Automotive Sensors based on Autoencoder Network: An anchor-free approach for Vehicle 3D Detection (abstract)
PRESENTER: Daniel Vriesman
13:40
Enhance Public Safety Surveillance in Smart Cities by Fusing Optical and Thermal Cameras (abstract)
PRESENTER: Nihal Poredi
14:05
Full State Information Transfer Across Adjacent Cameras in a Network Using Gauss Helmert Filters
PRESENTER: Rong Yang
13:15-14:30 Session 17E: SS2: Context-based Information Fusion II / Track Fusion II
Location: Drayton
13:15
DEMDE: Decision Making Design based on Bayesian Network for Personalized Monitoring System (abstract)
PRESENTER: Claudio Miceli
13:40
Sampling-based Track-to-Track Association (abstract)
PRESENTER: Laura M. Wolf
14:05
Track-To-Track Association for Fusion of Dimension-Reduced Estimates (abstract)
PRESENTER: Robin Forsling
14:30-14:45Coffee Break
14:45-16:00 Session 18A: Particle Filtering
14:45
L:OMEM - A fast filter to track maneuvering extended objects (abstract)
PRESENTER: Matteo Tesori
15:10
A Scalable Rao-Blackwellised Sequential MCMC Sampler for Joint Detection and Tracking in Clutter (abstract)
PRESENTER: Qing Li
15:35
Constrained Gaussian-Process State-Space Models for Online Magnetic-Field Estimation (abstract)
PRESENTER: Karl Berntorp
14:45-16:00 Session 18B: Multiple Hypothesis Tracking
Location: Ansonborough
14:45
Lossless Processing and the Limits of Trackability in MHT (abstract)
PRESENTER: Andrew Hunter
15:10
Large-Scale Space Object Tracking in a Proliferated LEO Scenario (abstract)
15:35
Multi-Target Tracking with GPU-Accelerated Data Association Engine (abstract)