Shanmugapriya Survarachakan

- Provide computer vision based solutions for digital farming and digital phenotyping use cases developed in Python, OpenCV - Train and test the performance of machine learning classifiers for segmentation developed in Halcon - Integration and handling of various machine learning and computer vision tools - Academic co-operation with image processing institutions and startups

Title: Automated Analysis Work Flow for High Throughput High Content Imaging - Benchmarking of various tools for high throughput analysis - Train the classifier to classify and segment the tracks caused by cell migration in the track assay developed in Ilastik - Automate the high throughput image analysis workflow

- Adjust and optimize the image acquisition setup with new two camera solution developed in Halcon - Control the components of hardware and automate the high throughput image acquisition developed in μ-Manager - Image analysis of Micro titter plates with Ilastik

- Render technical assistance and promote awareness of the stem cell preservation among doctors and public

Medical Imaging Techniques, Computer Aided Medical Procedure, Interventional Imaging and Image Processing, Machine Learning in Medical Imaging

Artificial Intelligence and Pattern Recognition, Neural Networks and its Applications, Digital Image Processing, Visual Programming