Avinash C. Kak

A Laplacian Pyramid Based Generative H&E Stain Augmentation Network

2023 · arXiv (Cornell University)

Hematoxylin and Eosin (H&E) staining is a widely used sample preparation procedure for enhancing the saturation of tissue sections and the contrast between nuclei and cytoplasm in histology images for medical diagnostics. However, various factors, …

A Dataset and Framework for Learning State-invariant Object Representations

2024 · arXiv (Cornell University)

We add one more invariance - the state invariance - to the more commonly used other invariances for learning object representations for recognition and retrieval. By state invariance, we mean robust with respect to changes …