A Faster R-CNN detector paired with a Transformer-augmented MLP reconstructs parent-child lineages during ligament fragmentation from impinging jet images, achieving 0.872 F1 for detection and 86.1% association accuracy with perfect fragmentation recall.
Dumouchel, On the experimental investigation on pri- mary atomization of liquid streams, Experiments in fluids 45 (3) (2008) 371–422
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Deep Learning-Based Tracking and Lineage Reconstruction of Ligament Breakup
A Faster R-CNN detector paired with a Transformer-augmented MLP reconstructs parent-child lineages during ligament fragmentation from impinging jet images, achieving 0.872 F1 for detection and 86.1% association accuracy with perfect fragmentation recall.