Computer vision and machine learning for microscopy image analysis

<p>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 the...