I’ve done research about change detection techniques and as it seems, deep-learning-based methods have the best outcome among the others. Here is the research about change detection using one of the most effective methods of identifying meaningful changes in very…
There are numerous indices in Remote Sensing science that can help us find a particular target using satellite images. For example, Normalized Difference Vegetation Index (NDVI) is one of the simplest graphical indicators that is often used to analyze RS…
In this project, we aimed to apply different filters and masks to a spatial subset of a satellite image. We use Landsat 8 meta-data file to obtain the image. Then some remote sensing indices have been created using the “band…
Classification is a process during which different classes of an image are separated from each other. Usually, the classification result is displayed using different colors. There are two main types of classification. Supervised Classification Unsupervised Classification The difference between these…
Title Effect of Transferring Pre-trained Weights on a Siamese Change Detection Network Authors: Mohammad Aghdami-Nia, Reza Shah-Hosseini, Mohammad Salmani Abstract Change Detection (CD) is one of the most crucial applications in remote sensing which identifies meaningful changes from…