Machine-Learning – Learn Photogrammetry and remote-sensing

t-Distributed Stochastic Neighbor Embedding

t-SNE (t-Distributed Stochastic Neighbor Embedding) is a machine learning algorithm used for dimensionality reduction and data visualization. It is particularly effective for visualizing high-dimensional data in 2D or 3D while preserving the local structure and relationships…

Ehsan Khoramshahi May 3, 2025

Article Review Machine-Learning

Discriminator-free Adversarial Domain Adaptation

In the previous post, I described Unsupervised Domain Adaptation (UDA) method. In this post, I summarize an article about a UDA method. The article title is "Reusing the Task-specific Classifier…

Ehsan Khoramshahi April 21, 2025

Basics Machine-Learning

Unsupervised Domain Adaptation (UDA)

In this post we briefly review a machine learning method called Unsupervised Domain Adaptation (UDA) that is significant in remote-sensing and photogrammetry. Unsupervised Domain Adaptation (UDA) is a machine learning technique…

Ehsan Khoramshahi April 21, 2025