Dr.-Ing.

Abin Jose

Research Scientist

 138
 +49 241 80 22906
 +49 241 80 22200
 Abin.Jose@lfb.rwth-aachen.de


Curriculum Vitae

Nov 2021 – today Post-Doctoral Researcher, Institute of Imaging & Computer Vision, RWTH Aachen University, Germany
Apr 2016 – Sep 2021 Research Assistant, Institute for Communications Engineering, RWTH Aachen University, Germany
– Student Research Assistant, Department of Medical Informatics, RWTH University Hospital Aachen, Germany
– Project Assistant, Indian Institute of Science, Bangalore, India
Aug 2010 – Jul 2012 Software Engineer, Motorola Solutions, Bangalore, India

Research Field

Cell Tracking

Publications

 

Journal Publications

2024

Dennis Eschweiler, Rüveyda Yilmaz, Matisse Baumann, Ina Laube, Rijo Roy, Abin Jose, Daniel Brückner and Johannes Stegmaier
Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data Sets
In: PLOS Computational Biology 20 (2)

Conference Publications

2023

A. Jose, R. Roy, J. Stegmaier
Weakly-Supervised Temporal Segmentation of Cell-Cycle Stages with Center-Cell Focus using Recurrent Neural Networks
In: BVM Workshop

2023

Abin Jose, Rijo Roy, Dennis Eschweiler, Ina Laube, Reza Azad, Daniel Moreno-Andres and Johannes Stegmaier
End-to-end classification of cell-cycle stages with center-cell focus tracker using recurrent neural networks
In: International Conference on Acoustics, Speech and Signal Processing (ICASSP)

2022

Abin Jose, Qi Mei, Dennis Eschweiler, Ina Laube and Johannes Stegmaier
Linear Discriminant Analysis Metric Learning Using Siamese Neural Networks
In: International Conference on Image Processing (ICIP)