deinterlacing 1.0.1

A python library for deinterlacing images collected using resonant-scanning microscopes.

Deinterlace Resonant-Scanned Images

This python module can be used to correct the misalignment between forward and backward-scanned lines using a Fourier-based phase correlation approach.

Features

• GPU Acceleration: Optional CuPy backend for increased performance
• Batch Processing: Supports block-wise processing to reduce memory constraints.
• Subsampling for Noisy Data: Deinterlacing can be applies to pixel-wise standard deviations for improved performance on noisy or sparse images.
• Handles Instability: Supports processing individual frames while autocorrection methods applied during acquisition stabilize

Dependencies

• Boltons
• CuPy (Optional)
• NumPy
• TQDM