Tuesday, 17 November 2026
Time
Room A
09:00
Registration
10:00
Welcome address
10:40
🎙 Plenary talk #1
Speaker to be announced
Speaker to be announced
11:20
☕ Coffee Break
11:50
🎙 Plenary talk #2
Speaker to be announced
Speaker to be announced
12:20
🎙 Plenary talk #3
Speaker to be announced
Speaker to be announced
🏆 Lippmann Award
13:00
🍽 Lunch
Time
Room A
Room B
14:30
tue-o-3-a
Industrial I
tue-o-3-b
UAV
16:10
☕ Coffee Break · 40 min
16:50
📌 Poster Session I · 24 posters
18:00
🥂 Civic Reception · not at TIC · 1h
Wednesday, 18 November 2026
Time
Room A
Room B
09:00
wed-o-1-a
Environmental Analysis
wed-o-1-b
Machine- and Deep Learning I
10:40
☕ Coffee Break · 40 min
11:20
wed-o-2-a
Cultural Heritage & Related
wed-o-2-b
Health Applications
13:00
🍽 Lunch · 1h30
14:30
wed-o-3-a
Mineral Analysis
wed-o-3-b
Machine- and Deep Learning II
16:10
☕ Coffee Break · 40 min
16:50
📌 Poster Session II · 23 posters
18:00
🏆 Awards and Dinner · at TIC · 1h
Thursday, 19 November 2026
Time
Room A
Room B
09:00
thu-o-1-a
Spectral Unmixing
thu-o-1-b
HSI Sensors
10:40
☕ Coffee Break · 40 min
11:20
thu-o-2-a
Agriculture & Food Analysis
thu-o-2-b
Missions & Related
13:00
🍽 Lunch · 1h30
14:30
thu-o-3-a
Hyperspectral Image Processing and Analysis
thu-o-3-b
Novel Applications
16:10
☕ Coffee Break · 40 min
🏆 Awards
The Lippmann Award will be presented on Tuesday 17 November, following the plenary talks.
Tuesday, 17 November
Tuesday Morning — Plenary Talks
🎙 Plenary
Plenary talk #1
10:40
Speaker: To be announced
🎙 Plenary
Plenary talk #2
11:50
Speaker: To be announced
🎙 Plenary
Plenary talk #3
12:20
Speaker: To be announced
Tuesday Afternoon — Oral Sessions
Room Atue-o-3-a
Industrial I
14:30
47
Accuracy versus Computational Time: A Benchmark of Classification Algorithms for Black Plastic Identification Using MWIR Hyperspectral Imaging
35
Advances in Near-Infrared Hyperspectral Imaging for Black Polymer Sorting in the Recycling Industry
85
SisuRock: A Full Solution for Geology and Mining
99
From Spectral Characterisation to Learning-Based Classification: MWIR Hyperspectral Imaging for Black Plastics in Automotive Recycling Applications
69
SpectralForge: A Physics-Based Simulator for Fluorescence Hyperspectral Imaging
Room Btue-o-3-b
UAV
14:30
128
From Laboratory SNR to Operational Image Quality: Evaluating Scene-Derived Apparent SNR in Airborne Hyperspectral Imagery
52
Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection
44
Take It Easy: From Take-Off to Analysis with a Ready-to-Use Hyperspectral Imaging System for DJI Matrice UAVs
29
A Deep Learning-Based Approach for Estimating Pasture Biomass across Diverse Paddock Types Using UAV-Derived Structural and Spectral Variables
30
Machine Learning-Based Root Zone Soil Moisture Estimation from UAV Hyperspectral Imagery
Wednesday, 18 November
Morning Sessions
Room Awed-o-1-a
Environmental Analysis
09:00
27
LeJEPA for Hyperspectral Tree Species Classification
65
Optical Monitoring of Soil-Forming Processes in Forest Soils Using RGB and Hyperspectral Imaging
126
Near-Ultraviolet Multi-Excitation Hyperspectral Imaging of Live Reef Corals
90
HSI-Road Relabeled: Surface-Aware Road-Scene Segmentation
76
Towards a New Protocol for Enhanced Hyperspectral Regression in the Wild: A Lough Neagh, UK Case Study
Room Bwed-o-1-b
Machine- and Deep Learning I
09:00
16
Hybrid Mamba-Transformer Network with Class-Aware Weighted Loss for Pixel-Wise Hyperspectral Image Classification
122
nnAEU: A Simple and Efficient CNN-Autoencoder for Hyperspectral Unmixing
82
Implicit Neural Representation for Hyperspectral Video Compression
95
Phyto-MIMO: Wavelength-Continuous Complex MIMO State-Space Learning for Cross-Site Hyperspectral Tree Species Recognition
117
Evaluating Band Selection for Spectral–Spatial Hyperspectral Classification under Label Scarcity Remote
Room Awed-o-2-a
Cultural Heritage & Related
11:20
87
In Search of the Colours of the Frescoes in the Painted Hypogeum Tomb at Tomis-Constanța
72
Analysis of Scribe Ink Patterns in Medieval Manuscripts Using Hyperspectral Imaging
22
What Lies Inside: Chemometric Insights on the Penetration Depth of Near-Infrared Radiation in Spectral Imaging Configurations
93
From Spectral Images to Defensible Measurements: Control, Calibration and Conservation Care in HSI Examination of Cultural Heritage Materials
7
Filter-Based SWIR Imaging for Non-Contact Moisture Assessment in Porous Heritage Materials
Room Bwed-o-2-b
Health Applications
11:20
78
Medical Phantom Discrimination with Hyperspectral Imaging
64
Design, Fabrication, and Validation of a Two-Dye Fluorescence Phantom for Excitation-Emission Matrix Hyperspectral Imaging Benchmarking
127
Towards Robust Bedside Hyperspectral Imaging: Acquisition-Induced Spectral Distortions in Skin Measurements
125
Multi-Excitation Hyperspectral Imaging for Non-Destructive Quality Control of Collagen Scaffolds
71
Cross-Image Pixel Classification of Biomedical Multi-Excitation Hyperspectral Images
Afternoon Sessions
Room Awed-o-3-a
Mineral Analysis
14:30
4
Potential Brine-Lithium-Bearing Regions Detection and Mapping Using a Modified Deep Learning Self-Supervised Unmixing-Based Approach of Multi- and Hyperspectral Data
102
EMIT Bare Earth: Regional to Global Mineral Mapping from Hyperspectral Satellite Data
118
Spectral Dependence and Reference Provenance in Hyperspectral Benchmarks
28
Minerals in the Wild: A Hyperspectral–XRF Dataset for Elemental Composition Estimation
88
Deep Hyperspectral Clustering Using Attention-Enhanced 3D-2D Convolutional Autoencoder for Mineral Mapping
Room Bwed-o-3-b
Machine- and Deep Learning II
14:30
8
Data Leakage in Patch-Based Hyperspectral Image Classification: Quantifying the Impact of Spatial Overlap
34
Joint Spectral Subspace and Abundance Estimation with Untrained Neural Network Priors for MS-HS Fusion
39
Mask3DUNet: Multiscale 3-D/2-D Context Exchange via Spatial-Prior Attention for Hyperspectral Classification
45
SpikeSST: An Energy-Efficient Spiking Neural Network for Hyperspectral Image Classification
75
UnAPNet: Uncertainty Aware Photometric Redshift Estimation Using ResNet and Spectral-Normalized Neural Gaussian Process
Thursday, 19 November
Morning Sessions
Room Athu-o-1-a
Spectral Unmixing
09:00
3
An Unmixing-Based Framework for Improving the Spatial Resolution of Land Surface Temperature Products
20
MiSiSUn: Minimum Simplex Semisupervised Unmixing
91
LINUU: Linearization- and Inversion-Based Non-Linear Unsupervised Unmixing
83
Nonlinear Spectral Unmixing of Model Effervescent Paracetamol Formulations Using Bezier Surfaces
48
A Direct Blind Segmentation-to-Unmixing Method for Hyperspectral Images via Polyhedral-Cone Partitioning
Room Bthu-o-1-b
HSI Sensors
09:00
32
Permanent Radiometric Calibration for Compact FTIR Hyperspectral Imagers: Enabling Higher Operational Efficiency without Compromising Performance
115
AnySpec: Response-Conditioned Spectral Reconstruction across Sensors
81
Development and Wavelength Calibration of a VIS–NIR Pushbroom Hyperspectral Imaging System with Experimental Analysis of Smile and Keystone Distortions
59
Performance Assessment of CORATHYP Atmospheric Correction Code from EnMAP Hyperspectral Observations
109
Prefix-Normalized Band-Group Rendering with a Sensor-Routed Heterogeneous Tracker Ensemble for Hyperspectral Object Tracking
Room Athu-o-2-a
Agriculture & Food Analysis
11:20
92
Crop Classification and Spectral Band Analysis Using PRISMA Hyperspectral Data
55
Detection of Plot-Level Vegetation Disease in Hyperspectral Imagery Using Graph Matrix Eigendecomposition
23
Portable Visible Hyperspectral Imaging for Prediction of Wheat Grain Protein and Gluten
25
Spatial-Temporal Deep Learning for Industrial Bioconversion: Predicting Protein Yield and Harvest Scheduling
17
On the Reliability of Spectral Separability Claims: A Comparative Hyperspectral Signal-Processing Study of Crop-Weed Discrimination
Room Bthu-o-2-b
Missions & Related
11:20
24
The IPERLITE Hyperspectral Mission: In-Orbit Calibration and Validation Results
62
The EnMAP Mission: Status of Acquisitions and Data Access
37
The IPERLITE Hyperspectral Mission: A New Smallsat Hyperspectral Satellite
6
prismatools: An Open-Source Python Package for Accessing and Analyzing PRISMA Hyperspectral Data
56
Understanding Titan’s Chemical Factory: Insights from the VIMS Occultation Data
Afternoon Sessions
Room Athu-o-3-a
Hyperspectral Image Processing and Analysis
14:30
105
Zero-Shot SAM and SAMURAI with Cross-Backbone Splice and Crop-Window Consensus for Hyperspectral Object Tracking
104
A No-Reference Fidelity Metric Enabling Hyperspectral Super Resolution beyond Dataset Resolution Limits
73
Fractal Measurement in the Spectral Domain
54
Development and In-Orbit Validation of a Multispectral and Hyperspectral Data Compression Pipeline for Small Satellite Missions
50
Fermat Active Laplace Learning for Semi-Supervised Hyperspectral Image Classification
Room Bthu-o-3-b
Novel Applications
14:30
13
Material Aware Person Re-Identification Using Hyperspectral Imaging
58
Water Quality Estimation and Interpretation Using Hyperspectral Dimensionality Reduction
42
Explosive Detection with FTIR Spectroscopy: The Role of Inductive Bias in Spectral Generalization
129
Hyperspectral Imaging and CNN Regression Analysis for Temperature Prediction of Thermal Paints
116
Estimation of Concentration and Quantity of Sodium Chloride Solutions on Asphalt Using Infrared Spectroscopy
Poster Session I
P1 — Tuesday 17 November ↩
16:50 · 24 posters
#114
What a Multispectral Measurement Determines: Response Summaries and Consistency Repair
#18
Tapered-Shrinkage Covariance Matrix Estimation and Its Application to Hyperspectral Target Detection
#1
NMF-Based Hyperspectral Unmixing with a Simple Extended Linear Mixing Model Addressing Spectral Variability
#2
A Fully Unsupervised Hyperspectral Unmixing Algorithm Dealing with Nonlinearity and Spectral Variability for Complex Real-World Scenes
#5
GeoAI Driven Detection of Neodymium Bearing Bastnäsite Using Hyperspectral Imaging and a Plain Language Agent Interface
#11
MsC-Net: Multiscale Convolutional Network for Hyperspectral Unmixing
#21
Remote Sensing of Non-Photosynthetic Vegetation across Scales in the Virginia Ridge and Valley
#26
Unifying Optical Flow and Optimal Transport for Semantic Change Detection under Misregistration
#31
Synthesizing Thermal Backgrounds from Visible-SWIR Spectral Imagery for Use in Earth Scene Simulations
#38
Research on a Real-Time Hyperspectral Anomaly Detection Method Based on Chessboard Topology
#40
FAINT: False-Alarm-Aware Input-Representation Trade-Offs for Methane Plume Detection on AVIRIS-NG
#41
Hyperspectral Self-Navigation Drone
#53
Wavelength as Time: Hyperspectral Compression with Video Codecs
#57
Adaptability of Hyperspectral Unmixing for Water Monitoring Evaluated on HYPSO Scenes
#60
Reference Extraction in Difference Space for Multivariate Image Analysis
#101
Fast Hyperspectral Data Augmentation with Spectral-Provenance-Preserving Diffusion
#103
PRISMA Hyperspectral Discrimination of Alteration and Lithology across Vein, Red-Bed and MVT-Type Pb–Ba Deposits (Upper Moulouya, Morocco)
#110
Hyperspectral Diffusion Equivariant Imaging (HyDiff-EI): A Self-Supervised Framework for Hyperspectral Image Inpainting, Denoising, and Super-Resolution
#111
HyperDAM: Hyperspectral Distractor-Aware Memory with Amodal Expansion for SAM 3 Tracking
#113
Prior-Guided Spectral Gating for Compact Hyperspectral Recognition of Genome-Edited Rice
#119
Onboard Intelligent Spectral Vessel Detection for Timely Maritime Surveillance
#120
Preliminary Verification of Atmospheric Methane Detection Using a Short-Wave Infrared Hyperspectral Camera
#121
Developing Hyperspectral-Imaging-Based Capabilities for Detecting and Quantifying Fungal Networks in Soils
#86
Similarity-Guided Homogeneous-Heterogeneous Fusion Network for Hyperspectral Image Super-Resolution
Poster Session II
P2 — Wednesday 18 November ↩
16:50 · 23 posters
#14
A Hyperspectral Dataset of Layered Paintings
#43
Where Should Excitations Meet? Deep Fusion Strategies for Multi-Excitation Hyperspectral Imaging of Ablated Atrial Tissue
#15
Cost Effective Hyperspectral Imaging for In-Situ Seagrass Monitoring
#19
Gradient-Based Band Selection for Hyperspectral Imaging with Neural Networks
#63
Preliminary Study on Evaluating a Miniaturized Multispectral Camera for Non-Destructive Chlorophyll Estimation in Coffee Arabica Leaves
#77
Cross-Domain Hyperspectral Image Captioning: Representation and Language Collapse
#80
From Spectral Screening to Robotic Multimodal Imaging: Towards Nitrogen Assessment in Field-Grown Broccoli
#112
Enabling RGB Anomaly Detectors for Foreign Object Detection in Lentils via Task-Learned Spectral Selection
#61
Dynamic Reliability Routed Cross-Attention Network for Multimodal Flood Mapping
#66
Segmentation of Coastlines in RGB Images Using Segmented Hyperspectral Images as Labels
#67
Homology Features for X-Ray Hyperspectral Images Segmentation
#68
MCR-ALS–Resolved Multi-Excitation Hyperspectral Imaging for Spatiotemporal Tracking of Drug Release Kinetics
#97
Utilizing DL-Based Models for Desertification Key Index Identification Using Landsat Dataset with Hyperparameter Optimization
#74
From Controlled Laboratory Spectra to Outdoor Hyperspectral Imagery: Assessing the Transferability of Soil Moisture Models
#79
Towards Water-Type-Invariant Chlorophyll-a Estimation Using Normalized Relative Arc Length
#84
Quantum Spectral Unmixing: Emerging Directions in Hyperspectral Image Unmixing
#89
Band-Selection Stability and Semantic Segmentation Performance: A Study on Hyperspectral City
#94
Physiology-Guided Dynamic Spectral Scanning for Generalizable Hyperspectral Forest Recognition
#100
Low-Rank Spectral Parallelism for Efficient Hyperspectral Classification
#124
SCALMU: Synthetically Trained Coupling of Adaptive Learned Multiplicative Updates for Hyperspectral–Multispectral Fusion
#130
Can We Detect Physical Hazards in Meat Before They Reach the Consumer?
#131
A Study of Model-Order Variability and Spectral Stability in Blind Hyperspectral Endmember Discovery
#123
Unrolled Multiplicative Updates for Nonnegative Matrix Factorization Applied to Hyperspectral Unmixing