A comparison of sampling strategies for histological image analysis

• Main Authors: André Homeyer (Author), Andrea Schenk (Author), Uta Dahmen (Author), Olaf Dirsch (Author), Hai Huang (Author), Horst K Hahn (Author)
• Format: Book
• Published: Elsevier, 2011-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Histological image analysis methods often employ machine-learning classifiers in order to adapt to the huge variability of histological images. To train these classifiers, the user must select samples of the relevant image objects. In the field of active learning, there has been much research on sam...