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Cell Tracking in C. elegans with Cell Position Heatmap-Based Alignment and Pairwise Detection
March 21, 2024, 4:45 a.m. | Kaito Shiku, Hiromitsu Shirai, Takeshi Ishihara, Ryoma Bise
cs.CV updates on arXiv.org arxiv.org
Abstract: 3D cell tracking in a living organism has a crucial role in live cell image analysis. Cell tracking in C. elegans has two difficulties. First, cell migration in a consecutive frame is large since they move their head during scanning. Second, cell detection is often inconsistent in consecutive frames due to touching cells and low-contrast images, and these inconsistent detections affect the tracking performance worse. In this paper, we propose a cell tracking method to …
abstract alignment analysis arxiv cs.cv detection head heatmap image migration role tracking type
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