Optical Sensors and Sensing Congress

19 July 2021 – 23 July 2021
Optica Virtual Event - Pacific Daylight/Summer Time (UTC - 07:00)

Cell Detection and Segmentation in Quantitative Digital Holographic Phase Contrast Images Utilizing a Mask Region-based Convolutional Neural Network (JTu5A.23)

Presenter: Björn Kemper, University of Muenster

We analyzed the capabilities of a Mask Region-based Convolutional Neural Network to detect and segment macrophages in quantitative digital holographic phase images and demonstrate that both tasks can be performed in a single process.

Authors:Tobias Kutscher, Universidade Nova de Lisboa / Kai Eder, University of Muenster / Anne Marzi, University of Muenster / Álvaro Barroso, University of Muenster / Jürgen Schnekenburger, University of Muenster / Björn Kemper, University of Muenster


Poster Presentation

Authentication Required

Access to poster content is available to logged in registered attendees, please login now to participate.