Novel quaternion discrete shifted Gegenbauer moments of fractional-orders for color image analysis

作者:

Highlights:

• Novel quaternion shifted-Gegenbauer moments of fractional-order are derived.

• The proposed moments ignore image mapping/interpolation as required by circular moments.

• Quaternion shifted-Gegenbauer moment invariants of fractional orders are derived.

• The FrQSGMs descriptors show excellent robustness to various kinds of noise.

• The FrQSGMs descriptors show high recognition ability of similar color objects under various attacks.

摘要

•Novel quaternion shifted-Gegenbauer moments of fractional-order are derived.•The proposed moments ignore image mapping/interpolation as required by circular moments.•Quaternion shifted-Gegenbauer moment invariants of fractional orders are derived.•The FrQSGMs descriptors show excellent robustness to various kinds of noise.•The FrQSGMs descriptors show high recognition ability of similar color objects under various attacks.

论文关键词:Shifted Gegenbauer polynomials,Fractional-order moments,Color image analysis,Color image recognition,Rotation invariance

论文评审过程:Received 23 February 2021, Revised 21 November 2021, Accepted 3 January 2022, Available online 15 January 2022, Version of Record 15 January 2022.

论文官网地址:https://doi.org/10.1016/j.amc.2022.126926