Evaluation of two stereo matchers on long real-world video sequences
作者：
Highlights：
• We evaluate iterative semi-global matching and linear belief-propagation matching.
• The evaluation is on long real-world video sequences where disparity ground-truth is not available.
• We apply the third-eye method and new data measures on video sequences.
• We propose how to compare evaluation measures relatively to each other.
• We suggest an evaluation based on data measures only.
摘要
Highlights•We evaluate iterative semi-global matching and linear belief-propagation matching.•The evaluation is on long real-world video sequences where disparity ground-truth is not available.•We apply the third-eye method and new data measures on video sequences.•We propose how to compare evaluation measures relatively to each other.•We suggest an evaluation based on data measures only.
论文关键词：Stereo vision,Performance evaluation,Semi-global matching,Belief-propagation matching,Data measures,Third-eye method
论文评审过程：Received 1 December 2013, Revised 22 February 2014, Accepted 9 April 2014, Available online 16 April 2014.
论文官网地址：https://doi.org/10.1016/j.patcog.2014.04.011
