House damage assesment based on supervised learning method: case study on Haiti

Y Kazama, T Guo - Image and Signal Processing for Remote …, 2010 - spiedigitallibrary.org
Assessing the damage caused by natural disasters requires fast and reliable information.
Satellite imagery, especially high-resolution imagery, is recognized as an important source …

Automatic house detection from high-resolution satellite imagery

Y Kazama, T Guo - Image and Signal Processing for Remote …, 2009 - spiedigitallibrary.org
We have developed a house detection method based on machine learning for classification
of houses and non-houses. In order to achieve precise classification, it is important to select …