Algorithm Optimization: Time Efficiency
Optimization of the original algorithm reduced image processing time by 12%. This translates to savings of approximately 4 hours of processing time per minute of footage (when shot at 60fps). Significantly enhancing the algorithm's performance for real time analysis.
Algorithm Design: Measuring Hemoglobin Concentration
The algorithm generates a qualitative map showing the distribution of hemoglobin concentration throughout the tissue. Advancing the project's progress towards accurate perfusion assessment.
Figure 1. Hemoglobin Concentration Map
Development: Algorithm Documentation
Comprehensive documentation was developed to outline function purposes, input/output parameters, and integration instructions for original and newly developed code. This supports reproducibility, accelerates onboarding of future developers, and improves user interaction.
Credit: Ivis Sanchez