PROGRAM
Days: Monday, June 26th Tuesday, June 27th Wednesday, June 28th Thursday, June 29th Friday, June 30th
Monday, June 26th
View this program: with abstractssession overviewtalk overview
08:00-16:00 Golf Excursion
Location: Wild Dunes
Tuesday, June 27th
View this program: with abstractssession overviewtalk overview
08:00-11:30 Session 2B: An Introduction to Track-to-Track Fusion and the Distributed Kalman Filter
Location: Ansonborough
08:00-11:30 Session 2C: Multitarget Tracking and Multisensor Information Fusion: Recently Developed Advanced Algorithms
Location: Harleston
08:00-11:30 Session 2D: Graph-Based Localization, Tracking, and Mapping
Location: Jenkins-King Charles
08:00-11:30 Session 2F: Systematic Filter Design for Tracking Maneuvering Targets: Getting Guaranteed Performance Out of Your Sensors
Location: Drayton
11:30-13:00Lunch Break
13:00-16:30 Session 3A: Deep Learning for Multispectral, Multiresolution and Multisensor Data Fusion
Location: Drayton
13:00-16:30 Session 3C: Algorithms for Estimation of Noise Parameters in State Space Models
Location: Harleston
13:00-16:30 Session 3D: Quantum Computing and Quantum Physics Inspired Algorithms: Introduction and Data Fusion Examples
Location: Colleton
Wednesday, June 28th
View this program: with abstractssession overviewtalk overview
08:00-09:15 Session 4: Plenary - Henrik Christensen, Multi-Sensory Fusion for Micro-Mobility
Location: Ballroom
09:15-09:30Coffee Break
09:30-10:45 Session 5A: Graph Tracking I
Chair:
Location: Jenkins-King Charles
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) PRESENTER: Odin Aleksander Severinsen |
09:30-10:45 Session 5B: SS7: Information Fusion for situation understanding and sense-making I
Chair:
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) PRESENTER: Thanuka Wickramarathne |
10:20 | UAV airframe classification based on trajectory data in UTM collaborative environments (abstract) PRESENTER: David Sanchez Pedroche |
09:30-10:45 Session 5C: SS9 - Advanced Nonlinear Filtering I
Chair:
Location: Ansonborough
09:30 | Fault Detection in Resilient Time Provision (abstract) PRESENTER: Jindrich Dunik |
09:55 | Nonlinearity-Aware Partial-Update Schmidt Kalman Filter (abstract) PRESENTER: J. Humberto Ramos |
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
Chair:
Location: Colleton
09:30 | Robust Face Morphing Attack Detection Using Fusion of Multiple Features and Classification Techniques (abstract) PRESENTER: Raghavendra Ramachandra |
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
Chair:
Location: Drayton
09:30 | Dual Control Inspired Active Sensing for Bearing-Only Target Tracking (abstract) PRESENTER: Timothy J. Glover |
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
Chair:
Location: Jenkins-King Charles
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
Chair:
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
Chair:
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
Chair:
Location: Colleton
11:00 | Multistream Convolutional Neural Network Fusion for Pixel-wise Classification of Peatland (abstract) PRESENTER: Fahimeh Farahnakian |
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
Chair:
Location: Drayton
11:00 | Reinforcement Learning based Guidance Policy Optimization for a Swarm of Cooperative Sensor Platforms Tracking a Single Target (abstract) PRESENTER: Samuel Layer-Reiss |
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
Chair:
Location: Jenkins-King Charles
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
Chair:
Location: Harleston
13:15 | Automatic Estimation of Ship-Mounted Cameras' Orientation by Hand-Eye Calibration (abstract) PRESENTER: Daniel Bjerkehagen |
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
Chair:
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
Chair:
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
Chair:
Location: Drayton
13:15 | Optimal Sampling Methodologies for High-rate Structural Twinning (abstract) PRESENTER: Emmanuel Ogunniyi |
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
Chair:
Location: Jenkins-King Charles
14:45 | Learning IMM Filter Parameters from Measurements using Gradient Descent (abstract) PRESENTER: André Brandenburger |
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
Chair:
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
Chair:
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
View this program: with abstractssession overviewtalk overview
06:00-07:00 5k Run
Location: Cigar Factory
08:00-09:15 Session 9: Plenary - Kellyn Rein, HUMINT – Context, Meaning and the Mythical "Meat Sensor"
Location: Ballroom
09:15-09:30Coffee Break
09:30-10:45 Session 10A: ML Tracking
Chair:
Location: Jenkins-King Charles
09:30 | Ghost Track Detection in Multitarget Tracking using LSTM Network (abstract) PRESENTER: Tharmarasa Ratnasingham |
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
Chair:
Location: Harleston
09:30 | Evaluation of Counter Unmanned Aerial Systems through the levels (abstract) PRESENTER: Benjamin Pannetier |
09:55 | Uncertain about ChatGPT: enabling the uncertainty evaluation of large language models (abstract) PRESENTER: Anne-Laure Jousselme |
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
Chair:
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) PRESENTER: Michael Ernesto Lopez |
09:30-10:45 Session 10D: (SS4) Directional Estimation I
Chair:
Location: Colleton
09:30 | Periodic Fisher-Scoring Algorithm with Applications for DOA Estimation in Seismic Arrays (abstract) PRESENTER: Tirza Routtenberg |
09:55 | Elephant DOA Estimation using a Geophone Network (abstract) PRESENTER: Gustav Zetterqvist |
10:20 | Collaborative Bearing Estimation Using Set Membership Methods (abstract) PRESENTER: Jochen Trumpf |
09:30-10:45 Session 10E: Detection
Chair:
Location: Drayton
09:30 | Few-shot Domain-Adaptative Visually Fused Event Detection from Text (abstract) PRESENTER: Farhad Moghimifar |
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
Chair:
Location: Jenkins-King Charles
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
Chair:
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
Chair:
Location: Ansonborough
11:00 | On the approximation of the quotient of two Gaussian densities for multiple-model smoothing (abstract) PRESENTER: Lyudmila Mihaylova |
11:25 | Iterated Filters for Nonlinear Transition Models (abstract) PRESENTER: Anton Kullberg |
11:50 | Ensemble Kalman Filter with Bayesian Recursive Update (abstract) PRESENTER: Kristen Michaelson |
11:00-12:15 Session 11D: SS4: Directional Estimation II / Radar
Chairs:
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
Chair:
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
Chair:
Location: Jenkins-King Charles
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) PRESENTER: Jessica Koon Yan Goh |
14:05 | Adaptive Mixture Model Reduction based on the Composite Transportation Dissimilarity (abstract) PRESENTER: Vittorio De Iuliis |
13:15-14:30 Session 12B: SS5: Evaluation of Technologies for Uncertainty Reasoning III
Chair:
Location: Harleston
13:15 | URREF Risk analysis towards Data Fusion Certification (abstract) PRESENTER: Erik Blasch |
13:40 | Cross-Entropy and Relative Entropy of Basic Belief Assignments (abstract) PRESENTER: Frédéric Dambreville |
13:15-14:30 Session 12C: Data Association
Chair:
Location: Ansonborough
13:15 | The linear multitarget IPDA and its application on only a subset of the tracks. (abstract) PRESENTER: Lars-Christian Tokle |
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
Chair:
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) PRESENTER: Eduardo R. De Lima |
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
Chair:
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
Chair:
Location: Jenkins-King Charles
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) PRESENTER: Alexander Meyer Sjøberg |
15:35 | Unsupervised anomaly detection under a multiple modeling strategy via model set optimization through transfer learning (abstract) PRESENTER: Masanao Natsumeda |
14:45-16:00 Session 13B: Data Mining
Chair:
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 PRESENTER: Audun Gullikstad Hem |
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
View this program: with abstractssession overviewtalk overview
08:00-09:15 Session 14: Plenary - Victoria Rubin, Artificial and Human Intelligence Solutions to Combat Mis- and Disinformation: Examples, Methodologies, Limits
Location: Ballroom
09:15-09:30Coffee Break
09:30-10:45 Session 15A: Target Tracking II
Chair:
Location: Jenkins-King Charles
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
Chair:
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) PRESENTER: Jennifer Bondarchuk |
09:30-10:45 Session 15D: Belief Functions I
Chair:
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
Chair:
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) PRESENTER: Marcel Reith-Braun |
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
Chair:
Location: Jenkins-King Charles
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
Chair:
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) PRESENTER: Simon Steuernagel |
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
Chair:
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) PRESENTER: Ezequiel Juarez Garcia |
11:00-12:15 Session 16E: SS2: Context-based Information Fusion I
Chair:
Location: Drayton
11:00 | Dual occupancy and knowledge maps management for optimal traversability risk analysis (abstract) PRESENTER: Mohamed Ben Rabah |
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
Chair:
Location: Jenkins-King Charles
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
Chair:
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
Chair:
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
Chairs:
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
Chair:
Location: Jenkins-King Charles
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
Chair:
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) PRESENTER: Benjamin L. Reifler |
15:35 | Multi-Target Tracking with GPU-Accelerated Data Association Engine (abstract) PRESENTER: Samiran Kawtikwar |