Nocte dieque incubando:
Teaching:
- Introduction to numerical methods for engineers (undergraduate): course page
- Transport methods in signal processing and machine learning (graduate): course page.
- Mathematical imaging and signal processing (undergraduate, graduate): course page.
Software:
- PyTransKit : signal and image processing and machine learning with optimal transport.
- Cell Organizer : Software for creating cell models from microscopy images
- Transport/LP distances for signal and image analysis, JMIV, 2021: paper , code
- Neural network integral geometry, 2020 paper , code
- Cell image classification review with software, 2020 paper , code
- Matlab code, including GUI interface, for segmenting cells and nuclei from microscopy images with accurate borders. The work is described in Chen et al's, Cytometry al, pp. 495-507, 2013 paper (html) , as well as, ISBI 2012, pp. 768-771, (html) . Code . Start by reading "Tutorial.pdf" file.
- Nuclear segmentation in pathology images: JPI paper , software