Search Results for author: Kevin Rodriguez

Found 2 papers, 1 papers with code

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

no code implementations20 Sep 2023 Md Shazid Islam, Arindam Dutta, Calvin-Khang Ta, Kevin Rodriguez, Christian Michael, Mark Alber, G. Venugopala Reddy, Amit K. Roy-Chowdhury

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 cell division.

Cell Tracking Graph Similarity

Deep Quantized Representation for Enhanced Reconstruction

1 code implementation29 Jul 2021 Akash Gupta, Abhishek Aich, Kevin Rodriguez, G. Venugopala Reddy, Amit K. Roy-Chowdhury

In this paper, we propose a data-driven Deep Quantized Latent Representation (DQLR) methodology for high-quality image reconstruction in the Shoot Apical Meristem (SAM) of Arabidopsis thaliana.

Image Reconstruction

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