Foreground estimation in motion imagery using multi-frame change detection techniques

2013 ◽  
Author(s):  
Andrew J. Lingg ◽  
Brian D. Rigling
Keyword(s):  
Change Detection ◽  
Detection Techniques ◽  
Motion Imagery

scholarly journals Evaluating the Potentiality of Sentinel-2 for Change Detection Analysis Associated to LULUCF in Wallonia, Belgium

Land ◽  
2021 ◽  
Vol 10 (1) ◽  
pp. 55
Author(s):  
Odile Close ◽  
Sophie Petit ◽  
Benjamin Beaumont ◽  
Eric Hallot
Keyword(s):  
Climate Change ◽  
Land Use ◽  
Change Detection ◽  
Signal To Noise Ratio ◽  
Land Conversion ◽  
Sustainable Resources ◽  
Detection Techniques ◽  
Detection Analysis ◽  
Conversion Rates ◽  
Sentinel 2

Land Use/Cover changes are crucial for the use of sustainable resources and the delivery of ecosystem services. They play an important contribution in the climate change mitigation due to their ability to emit and remove greenhouse gas from the atmosphere. These emissions/removals are subject to an inventory which must be reported annually under the United Nations Framework Convention on Climate Change. This study investigates the use of Sentinel-2 data for analysing lands conversion associated to Land Use, Land Use Change and Forestry sector in the Wallonia region (southern Belgium). This region is characterized by one of the lowest conversion rates across European countries, which constitutes a particular challenge in identifying land changes. The proposed research tests the most commonly used change detection techniques on a bi-temporal and multi-temporal set of mosaics of Sentinel-2 data from the years 2016 and 2018. Our results reveal that land conversion is a very rare phenomenon in Wallonia. All the change detection techniques tested have been found to substantially overestimate the changes. In spite of this moderate results our study has demonstrated the potential of Sentinel-2 regarding land conversion. However, in this specific context of very low magnitude of land conversion in Wallonia, change detection techniques appear to be not sufficient to exceed the signal to noise ratio.

Shot Boundary Detection Techniques for Video Sequences

2007 ◽  
pp. 889-893
Author(s):  
H. Xilouris Koumaras
Keyword(s):  
Change Detection ◽  
Boundary Detection ◽  
Video Sequences ◽  
Shot Boundary Detection ◽  
Scene Change ◽  
Scene Change Detection ◽  
Detection Techniques ◽  
Shot Boundary

This chapter will outline the various existing methods of boundary shot and scene change detection.

Registration and change detection techniques using 3D laser radar data from natural environments

2006 ◽  
Author(s):  
Gustav Tolt ◽  
Anders Wiklund ◽  
Pierre Andersson ◽  
Tomas Chevalier ◽  
Christina Grönwall ◽  
...  
Keyword(s):  
Change Detection ◽  
Radar Data ◽  
Laser Radar ◽  
Natural Environments ◽  
Detection Techniques
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