Sujoy Kumar Biswas

This paper applies active deep learning to reduce annotation effort in cellular segmentation, showing reduced training samples and improved segmentation quality.

The paper investigates the role of nitric oxide signaling in cardiac progenitor differentiation and heart tube formation in chicken embryos using computer vision for cell counting.

This paper introduces algorithms for automatic plankton classification and anomaly detection with minimal supervision, achieving performance comparable to supervised methods on real-world datasets.

Quantius provides a crowd-based image annotation platform that achieves high-fidelity human annotation at 105 clicks per hour, matching deep learning performance while reducing time and cost.