B1 Non-refereed journal articles
Editorial for the special issue "Frontiers in spectral imaging and 3D technologies for geospatial solutions" (2019)


Honkavaara, Eija; Karantzalos, Konstantinos; Liang, Xinlian; Nocerino, Erica; Pölönen, Ilkka; Rönnholm, Petri (2019). Editorial for the special issue "Frontiers in spectral imaging and 3D technologies for geospatial solutions". Remote Sensing, 11 (14), 1714. DOI: 10.3390/rs11141714


JYU authors or editors


Publication details

All authors or editors: Honkavaara, Eija; Karantzalos, Konstantinos; Liang, Xinlian; Nocerino, Erica; Pölönen, Ilkka; Rönnholm, Petri

Journal or series: Remote Sensing

eISSN: 2072-4292

Publication year: 2019

Volume: 11

Issue number: 14

Article number: 1714

Publisher: MDPI

Place of Publication: Basel

Publication country: Switzerland

Publication language: English

DOI: http://doi.org/10.3390/rs11141714

Open Access: Publication published in an open access channel

Publication is parallel published (JYX): https://jyx.jyu.fi/handle/123456789/65432

Publication is parallel published: https://doi.org/10.3929/ethz-b-000361031


Abstract

This Special Issue hosts papers on the integrated use of spectral imaging and 3D technologies in remote sensing, including novel sensors, evolving machine learning technologies for data analysis, and the utilization of these technologies in a variety of geospatial applications. The presented results showed improved results when multimodal data was used in object analysis.


Keywords: spectral imaging; machine learning; segmentation; remote sensing; Three-dimensional imaging

Free keywords: hyperspectral imaging; point cloud; sensor integration; data fusion; machine learning;
deep learning; classification; estimation; semantic segmentation; object detection; point cloud filtering


Contributing organizations


Ministry reporting: Yes

Reporting Year: 2019


Last updated on 2020-18-08 at 13:23