Australia is a country often marred by serious bushfires. In January 2003 it witnessed a significant natural disaster when Canberra was struck by firestorms. The Ash Wednesday fires in Victoria resulted in 75 deaths twenty years earlier. Events like these have made environmental and emergency management research a focus in Australia. In this paper, we introduce a Support Vector Machine (SVM) technique to classify small area water bodies, swimming pools in particular. These features provide a valuable source of water for Emergency Services and play a crucial role in fighting bushfires in urban areas of Australia.
|Title of host publication||Proceedings - Digital Image Computing Techniques and Applications: 9th Biennial Conference of the Australian Pattern Recognition Society, DICTA 2007|
|Number of pages||5|
|Publication status||Published - 2007|
|Event||Australian Pattern Recognition Society (APRS) - Glenelg, SA, Australia|
Duration: 3 Dec 2007 → 5 Dec 2007
|Other||Australian Pattern Recognition Society (APRS)|
|Period||3/12/07 → 5/12/07|