Inteval Analysis for two spherical functions arising from robust Perspective-n-Lines problem

Zheng, Xiang, Jiang, Haodong, Wu, Junfeng

arXiv.org Artificial Intelligence 

This report presents a comprehensive interval analysis of two spherical functions derived from the robust Perspective-n-Lines (PnL) problem. The study is motivated by the application of a dimension-reduction technique to achieve global solutions for the robust PnL problem. We establish rigorous theoretical results, supported by detailed proofs, and validate our findings through extensive numerical simulations.