Bipartite Matching in the Plane
This problem has been solved by Alon Efrat, Alon Itai and Matthew J. Katz in their paper Geometry Helps in Bottleneck Matching and Related Problems. The running time of the algorithm is $O(n^{1.5} \log n)$.