Название: Information Fusion: Machine Learning Methods
Автор: Jinxing Li, Bob Zhang, David Zhang
Издательство: Springer
Год: 2022
Формат: PDF
Страниц: 283
Размер: 10 Mb
Язык: English

In the big data era, increasing information can be extracted from the same source object or scene. For instance, a person can be verified based on their fingerprint, palm print, or iris information, and a given image can be represented by various types of features, including its texture, color, shape, etc. These multiple types of data extracted from a single object are called multi-view, multi-modal or multi-feature data. Many works have demonstrated that the utilization of all available information at multiple abstraction levels (measurements, features, decisions) helps to obtain more complex, reliable and accurate information and to maximize performance in a range of applications.