QCell Resolves Overlapping Cell Instances via Latent Recombination

QCell uses a query-based approach to segment overlapping cells in microscopy by decomposing and recombining query representations in latent space. It employs a contrastive query alignment objective to separate overlapping instance features and maintain global reasoning.