Machine Learning Working Group

Group Lead
Dr. Tao Liu, taoliu at mtu.edu
College of Forest Resources and Environmental Science
Michigan Technological University

Vision

 

To facilitate the convenient and extensive use of machine learning techniques in the remote sensing community.

 

Mission

Facilitate machine learning education activities, promote machine learning applications, and disseminate the inspiring ideas of machine learning development for the remote sensing community.


Objectives

 

  • Identify primary resources for machine learning applications on aspects of data resources, models and tools.

 

  • Identify specific research topics for machine learning, such as machine learning with VHR and hyperspectral images, remote sensing data fusion with machine learning techniques, and approaches to improve the transferability and scalability of machine learning models.