Computer vision and machine learning for microscopy image analysis

This thesis presents methods that address three fundamental tasks in the field of microscopy image analysis: detection of instances of an object, counting instances of an object when individual detection is not possible, and exploration of large datasets of microscopy images. We address these areas...

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Bibliographic Details
Main Author: Arteta, Carlos Federico
Other Authors: Lempitsky, Victor ; Noble, J. Alison ; Zisserman, Andrew
Published: University of Oxford 2015
Subjects:
Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.714016