Search Results for author: Manu Tom

Found 7 papers, 7 papers with code

Integrated monitoring of ice in selected Swiss lakes. Final project report

3 code implementations2 Aug 2020 Manu Tom, Melanie Suetterlin, Damien Bouffard, Mathias Rothermel, Stefan Wunderle, Emmanuel Baltsavias

Secondly, and as a pilot project, the use of existing public Webcams was investigated for (a) validation of results from satellite data, and (b) independent estimation of lake ice, especially for small lakes like St. Moritz, that could not be possibly monitored in the satellite images.

Lake Ice Monitoring with Webcams and Crowd-Sourced Images

2 code implementations18 Feb 2020 Rajanie Prabha, Manu Tom, Mathias Rothermel, Emmanuel Baltsavias, Laura Leal-Taixe, Konrad Schindler

On average, it achieves intersection-over-union (IoU) values of ~71% across different cameras and ~69% across different winters, greatly outperforming prior work.

Change detection for remote sensing images Image Segmentation +4

Photi-LakeIce Dataset

1 code implementation ISPRS Congress 2020 Rajanie Prabha, Manu Tom, Mathias Rothermel, Emmanuel Baltsavias, Laura Leal-Taixe, Konrad Schindler

On average, it achieves intersection-over-union (IoU) values of ~71% across different cameras and ~69% across different winters, greatly outperforming prior work.

Change detection for remote sensing images Image Segmentation +4

Lake Ice Detection from Sentinel-1 SAR with Deep Learning

1 code implementation17 Feb 2020 Manu Tom, Roberto Aguilar, Pascal Imhof, Silvan Leinss, Emmanuel Baltsavias, Konrad Schindler

Lake ice, as part of the Essential Climate Variable (ECV) lakes, is an important indicator to monitor climate change and global warming.

Change detection for remote sensing images Lake Ice Monitoring +2

Cannot find the paper you are looking for? You can Submit a new open access paper.