3 papers
eess.IV2025
Semantic-Enhanced Feature Matching with Learnable Geometric Verification for Cross-Modal Neuron Registration
Wenwei Li, Lingyi Cai, Hui Gong +2
Accurately registering in-vivo two-photon and ex-vivo fluorescence micro-optical sectioning tomography images of individual neurons is critical for structure-function analysis in n…
q-bio.NC2025
A large-scale complexity-graded dataset of neuronal images and annotations
Wu Chen, Mingwei Liao, Xueyan Jia +5
Accurate reconstruction of neuronal morphology is essential for classifying cell types and understanding brain connectivity. Recent advances in imaging and reconstruction technique…
cs.CV2025
A Few-Shot Metric Learning Method with Dual-Channel Attention for Cross-Modal Same-Neuron Identification
Wenwei Li, Liyi Cai, Wu Chen +1
In neuroscience research, achieving single-neuron matching across different imaging modalities is critical for understanding the relationship between neuronal structure and functio…