76 search results - page 1 / 16 » Multitarget data association with higher-order motion models |
CVPR
2012
IEEE
11 years 9 months ago
2012
IEEE
We present an iterative approximate solution to the multidimensional assignment problem under general cost functions. The method maintains a feasible solution at every step, and i...
ECCV
2010
Springer
14 years 1 days ago
2010
Springer
Abstract. We use a simple yet powerful higher-order conditional random field (CRF) to model optical flow. It consists of a standard photoconsistency cost and a prior on affine mo...
CVPR
2012
IEEE
11 years 9 months ago
2012
IEEE
We describe an online approach to learn non-linear motion patterns and robust appearance models for multi-target tracking in a tracklet association framework. Unlike most previous...
CVPR
2012
IEEE
11 years 9 months ago
2012
IEEE
We introduce an online learning approach for multitarget tracking. Detection responses are gradually associated into tracklets in multiple levels to produce final tracks. Unlike ...
CVPR
2008
IEEE
14 years 9 months ago
2008
IEEE
This paper presents a novel distributed framework for multi-target tracking with an efficient data association computation. A decentralized representation of trackers' motion...