Implementation and Optimization of the SURF Algorithm for Mobile Applications
This section details our implementation of the Speeded-Up Robust Features (SURF) algorithm and its adaptation for mobile devices, including key code modifications for platform compatibility. We analyze the trade-off between matching accuracy and the speed of nearest-neighbor search, demonstrating an order-of-magnitude acceleration with minimal impact on performance through optimized data structures and approximate matching techniques.