Classification methods for remotely sensed data /
Kavzoglu, Taskin,
Classification methods for remotely sensed data / Taskin Kavzoglu, Brandt Tso, and Paul M. Mather. - Third edition. - 1 online resource
Revised edition of: Classification methods for remotely sensed data / Brandt Tso, Paul M. Mather. 2nd ed. 2009.
"The third edition of the bestselling Classification Methods for Remotely Sensed Data covers recent developments in the optimization of existing and new algorithms and presents new analysis tools and metrics together with ongoing debates on accuracy assessment strategies and metrics that did not exist 10 years ago. It is thoroughly updated and provides four new chapters on object-based image analysis, a new paradigm in image processing and classification. In object-based image analysis, hyperparameter optimization techniques are used to ensure that the highest possible accuracy is achieved by the algorithm"--
9781003439172 1003439179 9781040099056 104009905X 9781040099117 1040099114
10.1201/9781003439172 doi
G70.4
Classification methods for remotely sensed data / Taskin Kavzoglu, Brandt Tso, and Paul M. Mather. - Third edition. - 1 online resource
Revised edition of: Classification methods for remotely sensed data / Brandt Tso, Paul M. Mather. 2nd ed. 2009.
"The third edition of the bestselling Classification Methods for Remotely Sensed Data covers recent developments in the optimization of existing and new algorithms and presents new analysis tools and metrics together with ongoing debates on accuracy assessment strategies and metrics that did not exist 10 years ago. It is thoroughly updated and provides four new chapters on object-based image analysis, a new paradigm in image processing and classification. In object-based image analysis, hyperparameter optimization techniques are used to ensure that the highest possible accuracy is achieved by the algorithm"--
9781003439172 1003439179 9781040099056 104009905X 9781040099117 1040099114
10.1201/9781003439172 doi
G70.4