Unsupervised Color Decomposition Of Histologically Stained Tissue Samples

Part of Advances in Neural Information Processing Systems 16 (NIPS 2003)

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Andrew Rabinovich, Sameer Agarwal, Casey Laris, Jeffrey Price, Serge Belongie


Accurate spectral decomposition is essential for the analysis and diagnosis of histologically stained tissue sections. In this paper we present the first automated system for performing this decompo- sition. We compare the performance of our system with ground truth data and report favorable results.