Comparison for various trajectory clustering methods, include:
Mean shift (MS):
- Cheng, Yizong. "Mean shift, mode seeking, and clustering." IEEE transactions on pattern analysis and machine intelligence 17.8 (1995): 790-799.
Manifold blurring mean shift (MBMS):
- Wang, Weiran and Carreira-Perpin{'a}n, Miguel A,"Manifold blurring mean shift algorithms for manifold denoising." CVPR, 2010.
Our adaptive multi-kernel shrinkage (AMKS) method and its simiplified variant:
- Hongteng Xu, Yang Zhou, Weiyao Lin, Hongyuan Zha, "Unsupervised Trajectory Clustering via Adaptive Multi-Kernel-based Shrinkage." ICCV 2015.