Caroline Lessio Cazarin

Orcid: 0000-0003-4018-2956

According to our database1, Caroline Lessio Cazarin authored at least 26 papers between 2018 and 2023.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
An assisted multi-frame approach for super-resolution in hyperspectral images of rock samples.
Comput. Geosci., December, 2023

An Immersive Virtual Field Experience Structuring Method for Geoscience Education.
IEEE Trans. Learn. Technol., February, 2023

2022
User-Guided Data Expansion Modeling to Train Deep Neural Networks With Little Supervision.
IEEE Geosci. Remote. Sens. Lett., 2022

Interactive Fracture Segmentation Based on Optimum Connectivity Between Superpixels.
IEEE Geosci. Remote. Sens. Lett., 2022

Spherical K-Means and Elbow Method Optimizations With Fisher Statistics for 3D Stochastic DFN From Virtual Outcrop Models.
IEEE Access, 2022

Adaptive Segmentation for Discontinuity Detection on Karstified Carbonate Outcrop Images From UAV-SfM Acquisition and Detection Bias Analysis.
IEEE Access, 2022

A Geometric Approach for Hyperspectral and 3D Point Cloud Integration in Natural Scenes.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Analysis of Machine Learning Techniques for Carbonate Outcrop Image Classification in Landsat 8 Satellite Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

ADAPTED ELBOW METHOD FOR SPHERICAL CLUSTERING OF FRACTURE DATA FROM DIGITAL OUTCROP MODEL.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

DC-GAN for Fracture Data Generation Based on Segmented Outcrop Images Acquired from UAV.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Lithofacies Analysis from Digital Outcrop Models.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
A Multi-Looking Approach for Spatial Super-Resolution on Laboratory-Based Hyperspectral Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Deep Learning Application for Fracture Segmentation Over Outcrop Images from UAV-Based Digital Photogrammetry.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Vizspectraldata: a WEB-Based Application for Hyperspectral Data Visualization.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Improving Spatial Resolution of Multispectral Rock Outcrop Images Using RGB Data and Artificial Neural Networks.
Sensors, 2020

How Much Wavelet Decomposition can Improve the Detection of Surface Fractures in Remote Sensing Images?
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A Quantitative Analysis on Different Carbonate Indicators Based on Spaceborne Data in a Controlled Karst Area.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019


Skewness-Adjusted Robust Statistical Assessment on Googles Earth 3D Models: Rapplee Ridge.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Printgrammetry: Google Earth Imagery Based 3D Model Generation for VR Applications.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Prediction of chlorophyll-a and suspended solids through remote sensing and artificial neural networks.
Proceedings of the 13th International Conference on Sensing Technology, 2019

Improving spatial resolution of LANDSAT spectral bands from a single RGB image using artificial neural network.
Proceedings of the 13th International Conference on Sensing Technology, 2019

VROffice: interactive and immersive 3D visualization, manipulation and correlation of multivariable georeferenced datasets in virtual reality (Demo Paper).
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018
Immersive Virtual Fieldwork: Advances for the Petroleum Industry.
Proceedings of the 2018 IEEE Conference on Virtual Reality and 3D User Interfaces, 2018

Artificial neural network-based method to classify sedimentary rocks.
Proceedings of the 12th International Conference on Sensing Technology, 2018


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