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20222025
most citedNCIS: Deep Color Gradient Maps Regression and Three-Class Pixel Classification for Enhanced Neuronal Cell Instance Segmentation in Nissl-Stained Histological Images

2 citations · 3 across the 5 of their papers we have counts for

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cs.CV2024

Automated Classification of Cell Shapes: A Comparative Evaluation of Shape Descriptors

Valentina Vadori, Antonella Peruffo, Jean-Marie Graïc +2

This study addresses the challenge of classifying cell shapes from noisy contours, such as those obtained through cell instance segmentation of histological images. We assess the p…

eess.IV2024

CISCA and CytoDArk0: a Cell Instance Segmentation and Classification method for histo(patho)logical image Analyses and a new, open, Nissl-stained dataset for brain cytoarchitecture studies

Valentina Vadori, Jean-Marie Graïc, Antonella Peruffo +3

Delineating and classifying individual cells in microscopy tissue images is inherently challenging yet remains essential for advancements in medical and neuroscientific research. I…