G. Venugopala Reddy

Learning Deformable 3D Graph Similarity to Track Plant Cells in Unregistered Time Lapse Images

2023 · arXiv (Cornell University)

Tracking of plant cells in images obtained by microscope is a challenging problem due to biological phenomena such as large number of cells, non-uniform growth of different layers of the tightly packed plant cells and …

Data Adaptive Few-shot Multi Label Segmentation with Foundation Model

2024 · arXiv (Cornell University)

The high cost of obtaining accurate annotations for image segmentation and localization makes the use of one and few shot algorithms attractive. Several state-of-the-art methods for few-shot segmentation have emerged, including text-based prompting for the …