Sep 13 - 16 2022 | Rome, Italy
Thursday, march 25
| Time | Room A |
|---|---|
| [UTC-7] 6:00 – 6:50 [UTC] 13:00 – 13:50 [UTC+1] 14:00 – 14:50 [UTC+8] 21:00 – 21:50 |
SwIImS PlenaryAquaphotomics for precision agriculture |
[UTC-7] 6:50 – 8:10
|
SwIImS |
| Session Chair | Aoife Gowen, University College Dublin, Ireland |
| [UTC-7] 6:50 [UTC] 13:50 [UTC+1] 14:50 [UTC+8] 21:50 |
Near-infrared Hyperspectral Imaging with DMD-based Programmable Filtering of a Supercontinuum Laser Output: Method and Applications Philipp Krämer, Nikunj Adroja and Alexander Michael Gigler [ Download ] |
| [UTC-7] 7:00 [UTC] 14:00 [UTC+1] 15:00 [UTC+8] 22:00 |
Classification of different plastics on soils based on lab measurement and simulated PRISMA/Hyperion scene Shanyu Zhou, Theres Kuester and Mathias Bochow [ Download ] |
| [UTC-7] 7:10 [UTC] 14:10 [UTC+1] 15:10 [UTC+8] 22:10 |
Wheat And Triticale Whole Grain Single Kernel Hyperspectral Imaging: Resolving A Complex Data Set Sebastian Orth, Paul Williams and Marena Manley [ Download ] |
| [UTC-7] 7:20 [UTC] 14:20 [UTC+1] 15:20 [UTC+8] 22:20 |
A Novel Hyperspectral Imaging System For Low Light Applications Antonio Perri, Giulio Cerullo, Dario Polli and Fabrizio Preda [ Download ] |
| [UTC-7] 7:30 [UTC] 14:30 [UTC+1] 15:30 [UTC+8] 22:30 |
Quantifying Progression Of Skin Inflammation With Hyperspectral Short Wave Infrared Imaging Leonid Shmuylovich, Deependra Mishra, Helena Hurbon, Tommy Du, Steven Wang, Andy Yu and Mikhail Berezin [ Download ] |
| [UTC-7] 7:40 [UTC] 14:40 [UTC+1] 15:40 [UTC+8] 22:40 |
Idcube Lite – A Free Interactive Discovery Cube Software For Multi And Hyperspectral Applications Deependra Mishra, Helena Hurbon, John Wang, Steven T. Wang, Tommy Du, Qian Wu, David Kim, Shiva Basir, Qian Cao, Hairong Zhang, Kathleen Xu, Andy Yu, Yifan Zhang, Yunshen Huang, Roman Garrett, Maria Gerasimchuk-Djordjevic and Mikhail Berezin [ Download ] |
| [UTC-7] 7:50 [UTC] 14:50 [UTC+1] 15:50 [UTC+8] 22:50 |
Shortwave Infrared Reflectance Spectroscopy For Estimating Grain Protein Content Of Wheat And Rice Crops Yan Yan, Tao Cheng, Dong Li, Xiao Zhang, Hengbiao Zheng, Xia Yao and Yan Zhu [ Download ] |
| [UTC-7] 8:00 [UTC] 15:00 [UTC+1] 16:00 [UTC+8] 23:00 |
Hierarchical Classification Of Bacteria From Hyperspectral Visible-Nir Imaging Of Bacterial Cultures On Agar Petri Dishes Ana Herrero-Langreo, Anastasia Falkovskaya, Mariateresa Ferone, Amalia M Scannell and Aoife Gowen [ Download ] |
| BREAK | |
[UTC-7] 8:20 – 9:30
|
SWIIMS: chemometric approaches |
| Session Chairs | Aoife Gowen, University College Dublin, Ireland Paolo Oliveri, University of Genova, Italy |
| [UTC-7] 8:20 [UTC] 15:20 [UTC+1] 16:20 [UTC+8] 23:20 |
Analytical Authentication of Butter Using Fourier Transform Infrared Spectroscopy Coupled with Chemometrics Martina Bodner [ Download ] |
| [UTC-7] 8:30 [UTC] 15:30 [UTC+1] 16:30 [UTC+8] 23:30 |
Rapid and direct detection of small microplastics in aquatic samples by a new near infrared hyperspectral imaging (NIR-HSI) method Stefania Piarulli, Giorgia Sciutto, Paolo Oliveri, Cristina Malegori, Silvia Prati, Rocco Mazzeo and Laura Airoli [ Download ] |
| [UTC-7] 8:40 [UTC] 15:40 [UTC+1] 16:40 [UTC+8] 23:40 |
Classification in NIR hyperspectral imaging: the importance of using both spectral and spatial information Alessandro Nardecchia, Raffaele Vitale and Ludovic Duponchel [ Download ] |
| [UTC-7] 8:50 [UTC] 15:50 [UTC+1] 16:50 [UTC+8] 23:50 |
Hyperspectral Luminescence Imaging in Combination with Signal Deconvolution Enables Reliable Multi-Indicator-Based Chemical Sensing Silvia Zieger, Maria Mosshammer, Michael Kühl and Klaus Koren [ Download ] |
| [UTC-7] 9:00 [UTC] 16:00 [UTC+1] 17:00 [UTC+8] 00:00 |
Utilising variable sorting for normalisation to correct illumination effects in close-range spectral images of potato plants Puneet Mishra, Gerrit Polder, Aoife Gowen, Douglas Rutledge and Jean-Michel Roger [ Download ] |
| [UTC-7] 9:10 [UTC] 16:10 [UTC+1] 17:10 [UTC+8] 00:10 |
Deep Learning For Pixel-Wise Classification Of Swir Spectral Images Junli Xu, Ana Herrero-Langreo and Aoife Gowen [ Download ] |
| [UTC-7] 9:20 [UTC] 16:20 [UTC+1] 17:20 [UTC+8] 00:20 |
Aquaphotomics For Precision Agriculture Roumiana Tsenkova and Jelena Muncan [ Download ] |
| Time | Room B |
|---|---|
| [UTC-7] 6:00 – 6:10 [UTC] 13:00 – 13:10 [UTC+1] 14:00 – 14:10 [UTC+8] 21:00 – 21:10 |
HyperMLPA : Welcome |
[UTC-7] 6:10 – 7:40
|
HyperMLPA – 1 |
| Session Chairs | Sina Keller & Martin Weinmann, Karlsruhe Institute of Technology, Germany |
| [UTC-7] 6:10 [UTC] 13:10 [UTC+1] 14:10 [UTC+8] 21:10 |
Optical remote sensing for glacier monitoring with respect to different snow and ice types: a case study for the Southern Patagonian icefield Janine Florath, Sina Keller, Guido Staub and Martin Weinmann [ Download ] |
| [UTC-7] 6:20 [UTC] 13:20 [UTC+1] 14:20 [UTC+8] 21:20 |
Machine-learning classification of proximal conventional and hyper-spectral imagery Agustin Lobo, Emma Garcia, Gisela Barroso, David Martí, Jose-Luis Fernandez-Turiel and Jordi Ibáñez [ Download ] |
| [UTC-7] 6:30 [UTC] 13:30 [UTC+1] 14:30 [UTC+8] 21:30 |
Hskl: A Machine Learning Framework For Hyperspectral Image Analysis Qian Cao, Deependra Mishra, John Wang, Steven Wang, Helena Hurbon and Mikhail Berezin [ Download ] |
| [UTC-7] 6:40 [UTC] 13:40 [UTC+1] 14:40 [UTC+8] 21:40 |
Automated building detection and mapping from simultaneously acquired airborne hyperspectral and lidar data with Mask R-CNN Øivind Due Trier [ Download ] |
| [UTC-7] 6:50 [UTC] 13:50 [UTC+1] 14:50 [UTC+8] 21:50 |
Analysis and model development of direct hyperspectral chlorophyll-a estimation for remote sensing satellites Sivert Bakken, Geir Johnsen and Tor Arne Johansen [ Download ] |
| [UTC-7] 7:00 [UTC] 14:00 [UTC+1] 15:00 [UTC+8] 22:00 |
Inversion Study of Heavy Metals in Soils of Potentially Polluted Sites Based on UAV Hyperspectral Data and Machine Learning Algorithms Yaqiong Zhang, Yongming Xu, Wencheng Xiong, Ran Qu, Jiahua Ten, Qijia Lou and Na Lv [ Download ] |
| [UTC-7] 7:10 [UTC] 14:10 [UTC+1] 15:10 [UTC+8] 22:10 |
Determination of relevant hyperspectral bands using a spectrally constrained CNN Ulrike Pestel-Schiller, Kai Hu, Daniel Gritzner and Jörn Ostermann [ Download ] |
| [UTC-7] 7:20 [UTC] 14:20 [UTC+1] 15:20 [UTC+8] 22:20 |
Atmospheric Correction Of Hyperspectral Data Over Coastal Waters Based On Machine Learning Models Ole Martin Borge, Sivert Bakken and Tor Arne Johansen [ Download ] |
| [UTC-7] 7:30 [UTC] 14:30 [UTC+1] 15:30 [UTC+8] 22:30 |
Fusion of hyperspectral and high-resolution mineralogical data in a machine learning framework for drill-core mineral mapping Isabel Cecilia Contreras, Mahdi Khodadadzadeh, Laura Tusa and Richard Gloaguen [ Download ] |
| BREAK | |
[UTC-7] 7:50 – 9:20
|
HyperMLPA – 2 |
| Session Chairs | Sina Keller & Martin Weinmann, Karlsruhe Institute of Technology, Germany |
| [UTC-7] 7:50 [UTC] 14:50 [UTC+1] 15:50 [UTC+8] 22:50 |
RISE – E2E Simulator for the generation of user defined spectral imaging data sets Johannes Schmidt, Johanna Dall’Amico, Bernhard Sang and Roger Förstner [ Download ] |
| [UTC-7] 8:00 [UTC] 15:00 [UTC+1] 16:00 [UTC+8] 23:00 |
A Study of Deep Learning Approaches and Loss Functions for Abundance Fractions Estimation Vaibhav Lodhi, Arindam Biswas, Debashish Chakravarty and Pabitra Mitra [ Download ] |
| [UTC-7] 8:10 [UTC] 15:10 [UTC+1] 16:10 [UTC+8] 23:10 |
Detection of latent potato late blight by hyperspectral imaging Janne Kool, Thomas Been and Albertus Evenhuis [ Download ] |
| [UTC-7] 8:20 [UTC] 15:20 [UTC+1] 16:20 [UTC+8] 23:20 |
Optimal transport in adapting CNN-based classifier on vineyard application Enayat Hosseini Aria and Harold Clenet [ Download ] |
| [UTC-7] 8:30 [UTC] 15:30 [UTC+1] 16:30 [UTC+8] 23:30 |
Three-Dimensional Fourier Ilya Kavalerov, Weilin Li, Wojciech Czaja |
| [UTC-7] 8:40 [UTC] 15:40 [UTC+1] 16:40 [UTC+8] 23:40 |
Hyperspectral And Multispectral Image Fusion Using A Multi-Levelpropagation Learning Network Carlos Theran, Michael Alvarez, Emmanuel Arzuaga and Heidy Sierra [ Download ] |
| [UTC-7] 8:50 [UTC] 15:50 [UTC+1] 16:50 [UTC+8] 23:50 |
A New Max-Min Convolutional Network for Hyperspectral Image Classification Swalpa Kumar Roy, Mercedes Paoletti, Juan Mario Haut, Antonio Plaza and Eligius Hendrix [ Download ] |
| [UTC-7] 9:00 [UTC] 16:00 [UTC+1] 17:00 [UTC+8] 00:00 |
Simulation Of Sentinel-2 Data Using Hyperspectral Data For Bare Surface Soil Moisture Estimation Jayantrao Mohite, Suryakant Sawant, Ankur Pandit and Srinivasu Pappula [ Download ] |
| [UTC-7] 9:10 [UTC] 16:10 [UTC+1] 17:10 [UTC+8] 00:10 |
Machine And Deep Learning Methods For Road Edge Detection On Fused Airborne Hyperspectral And Lidar Data Agnieszka Kuras, Rabin Senchuri and Ingunn Burud [ Download ] |
| BREAK | |
[UTC-7] 9:30 – 10:20
|
Denoising – image quality |
| Session Chair | Paul Scheunders, University of Antwerp, Belgium |
| [UTC-7] 9:30 [UTC] 16:30 [UTC+1] 17:30 [UTC+8] 00:30 |
Destriping Hyperspectral Imagery By Adaptive Anisotropic Total Variation And Truncated Nuclear Norm Ting Hu, Wei Li, Na Liu, Ran Tao, Feng Zhang and Paul Scheunders [ Download ] |
| [UTC-7] 9:40 [UTC] 16:40 [UTC+1] 17:40 [UTC+8] 00:40 |
Blur-Specific No-Reference Image Quality Assesment For Microscopic Hyperspectral Image Focus Quantification Laura Quintana Quintana, Samuel Ortega, Himar Fabelo and Gustavo M. Callicó [ Download ] |
| [UTC-7] 9:50 [UTC] 16:50 [UTC+1] 17:50 [UTC+8] 00:50 |
Blind Hyperspectral Inpainting Via John Ellipsoid Chia-Hsiang Lin and Yangrui Liu [ Download ] |
| [UTC-7] 10:00 [UTC] 17:00 [UTC+1] 18:00 [UTC+8] 01:00 |
Inverse Problem Transform: Solving Hyperspectral Inpainting Via Deterministic Compressed Sensing Chia-Hsiang Lin and Po-Wei Tang [ Download ] |
| [UTC-7] 10:10 [UTC] 17:10 [UTC+1] 18:10 [UTC+8] 01:10 |
A Vector Median Filter For Hyperspectral Images Based On Lexicographic Ordering Of Estimated Auto-Correlation Functions Mihai Ivanovici, Maria Marincas and Radu-Mihai Coliban [ Download ] |
| Room C |
|---|
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UTC-7] 7:00 – 8:00
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| You will learn how to build quantification solutions such as sugar content (brix) estimation from spectral images of fruit and accompanying lab measurements. You will learn to apply the estimation solution on the object level. |
UTC-7] 8:00 – 8:30
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| SWIR is becoming a very important wavelength range in the photonics industry. Lots of advances are now being made beyond visible light into short wave infrared. In this talk, Mark Donaghy, VP Sales & Marketing at Raptor will spend some time looking at InGaAs / SWIR sensor and camera technology and then focus on a broad and growing range of applications that Raptor customers have benefited from using Raptor SWIR cameras. |
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