The matched subspace detector with interaction effects

作者：

Highlights：

• Propose a new hyperspectral target-detection method called MSDinter.

• Introduce “interaction effects” into the popular matched subspace detector (MSD).

• Model the target-background interaction in hypothesis testing.

• Demonstrate superior performance of MSDinter on hyperspectral imaging datasets.

摘要

•Propose a new hyperspectral target-detection method called MSDinter.•Introduce “interaction effects” into the popular matched subspace detector (MSD).•Model the target-background interaction in hypothesis testing.•Demonstrate superior performance of MSDinter on hyperspectral imaging datasets.

论文关键词：Matched subspace detector (MSD),Linear mixing model (LMM),Bilinear mixing model (BMM),Interaction effects,Target detection,Hyperspectral image (HSI)

论文评审过程：Received 25 July 2016, Revised 19 October 2016, Accepted 1 March 2017, Available online 2 March 2017, Version of Record 10 March 2017.

论文官网地址：https://doi.org/10.1016/j.patcog.2017.03.002