Online Multi-spectral Neuron Tracing

arXiv:2403.06251v1 Announce Type: cross
Abstract: In this paper, we propose an online multi-spectral neuron tracing method with uniquely designed modules, where no offline training are required. Our method is trained online to update our enhanced discriminative correlation filter to conglutinate the tracing process. This distinctive offline-training-free schema differentiates us from other training-dependent tracing approaches like deep learning methods since no annotation is needed for our method. Besides, compared to other tracing methods requiring complicated set-up such as for clustering and …

abstract arxiv correlation cs.cv cs.lg filter free modules neuron neuron tracing offline paper process q-bio.nc schema tracing training type update