Structured learning of metric ensembles with application to person re-identification
Computer Vision and Image Understanding, Volume abs/1511.08531, Issue C, 2017, Pages 51-65.
We propose two principled approaches to build an ensemble of person re-id metrics.We perform feature quantification by exploring the effects of diverse feature descriptors in recognizing persons in different benchmarks. An ensemble of metrics is formulated into a late fusion paradigm where a set of weights corresponding to visual features...More
PPT (Upload PPT)