A collection of challenging motion segmentation benchmark datasets

作者：

Highlights：

• A new challenging motion segmentation (MS) database with benchmark evaluation.

• 19 long and 162 short trajectory-based sequences with real distortions.

• 20 long and 150 short region-based sequences, with real distortions.

• A subset of 40 trajectory- and 34 region-based short sequences with complete data.

• Evaluation of long and short sequences with state-of-the-art MS algorithms.

摘要

Highlights•A new challenging motion segmentation (MS) database with benchmark evaluation.•19 long and 162 short trajectory-based sequences with real distortions.•20 long and 150 short region-based sequences, with real distortions.•A subset of 40 trajectory- and 34 region-based short sequences with complete data.•Evaluation of long and short sequences with state-of-the-art MS algorithms.

论文关键词：Motion segmentation,Tracking,Trajectory,Benchmark,Dataset

论文评审过程：Received 18 November 2015, Revised 28 June 2016, Accepted 3 July 2016, Available online 5 July 2016, Version of Record 29 July 2016.

论文官网地址：https://doi.org/10.1016/j.patcog.2016.07.008