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Articles

Original Research

Published on 26 Nov 2019

Generative Adversarial Networks for Augmenting Training Data of Microscopic Cell Images

in Computer Vision

Piotr Baniukiewicz
E. Josiah Lutton
Sharon Collier
Till Bretschneider

Generative Adversarial Networks for Augmenting Training Data of Microscopic Cell Images

Frontiers in Computer Science

doi 10.3389/fcomp.2019.00010

8,225 views
31 citations

Original Research

Published on 24 Oct 2019

Leveraging Domain Knowledge to Improve Microscopy Image Segmentation With Lifted Multicuts

in Computer Vision

Constantin Pape
Alex Matskevych
Adrian Wolny
Julian Hennies
Giulia Mizzon
Marion Louveaux
Jacob Musser
Alexis Maizel
Detlev Arendt
Anna Kreshuk

Leveraging Domain Knowledge to Improve Microscopy Image Segmentation With Lifted Multicuts

Frontiers in Computer Science

doi 10.3389/fcomp.2019.00006

5,295 views
22 citations

Original Research

Published on 11 Sep 2019

Combing K-means Clustering and Local Weighted Maximum Discriminant Projections for Weed Species Recognition

in Computer Vision

Shanwen Zhang
Jing Guo
Zhen Wang

Combing K-means Clustering and Local Weighted Maximum Discriminant Projections for Weed Species Recognition

Frontiers in Computer Science

doi 10.3389/fcomp.2019.00004

3,404 views
20 citations