Andreas Gahlmann

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 8

Top Topics

Mathematical Modeling

Spatial Smoothness

Entropy Minimization

Top Venues

Publications

Tanjin Taher Toma, Yibo Wang, Andreas Gahlmann, Scott T. Acton
Deep Temporal Sequence Classification and Mathematical Modeling for Cell Tracking in Dense 3D Microscopy Videos of Bacterial Biofilms. CoRR (2024)
Tanjin Taher Toma, Yibo Wang, Andreas Gahlmann, Scott T. Acton
DeepSeeded: Volumetric segmentation of dense cell populations with a cascade of deep neural networks in bacterial biofilm applications. Expert Syst. Appl. 238 (Part E) (2024)
Soumee Guha, Olivia de Cuba, Andreas Gahlmann, Scott T. Acton
Diffusionnet: An Efficient Framework to Classify Single-Molecule Images with Latent Entropy Minimization. ICASSP (2023)
Jie Wang, Nazia Tabassum, Tanjin Taher Toma, Yibo Wang, Andreas Gahlmann, Scott T. Acton
3D GAN image synthesis and dataset quality assessment for bacterial biofilm. Bioinform. 38 (19) (2022)
Tanjin Taher Toma, Yuexuan Wu, Jie Wang, Anuj Srivastava, Andreas Gahlmann, Scott T. Acton
Realistic-Shape Bacterial Biofilm Simulator for Deep Learning-Based 3D Single-Cell Segmentation. ISBI (2022)
Jie Wang, Mingxing Zhang, Ji Zhang, Yibo Wang, Andreas Gahlmann, Scott T. Acton
Graph-Theoretic Post-Processing of Segmentation With Application to Dense Biofilms. IEEE Trans. Image Process. 30 (2021)
J. Wang, Tamal Batabyal, M. Zhang, J. Zhang, A. Aziz, Andreas Gahlmann, Scott T. Acton
Lcuts: Linear Clustering of Bacteria Using Recursive Graph Cuts. ICIP (2019)
Jie Wang, Rituparna Sarkar, Arslan Aziz, Andrea Vaccari, Andreas Gahlmann, Scott T. Acton
Bact-3D: A level set segmentation approach for dense multi-layered 3D bacterial biofilms. ICIP (2017)