most citedFaster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and tracking

189 citations · 206 across the 4 of their papers we have counts for

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eess.IV2021

ASIST: Annotation-free Synthetic Instance Segmentation and Tracking by Adversarial Simulations

Quan Liu, Isabella M. Gaeta, Mengyang Zhao +6

Background: The quantitative analysis of microscope videos often requires instance segmentation and tracking of cellular and subcellular objects. The traditional method consists of…

eess.IV2020

ASIST: Annotation-free synthetic instance segmentation and tracking for microscope video analysis

Quan Liu, Isabella M. Gaeta, Mengyang Zhao +6

Instance object segmentation and tracking provide comprehensive quantification of objects across microscope videos. The recent single-stage pixel-embedding based deep learning appr…