Generic polar harmonic transforms for invariant image representation
作者:
Highlights:
• We generalize polar harmonic transforms for pattern description/recognition.
• The generalization maintains beneficial properties of existing transforms.
• The completeness of the corresponding basis sets is proven.
• The numerical stability of the computation is discussed.
• The new generic transforms have superior performance to comparison methods.
摘要
•We generalize polar harmonic transforms for pattern description/recognition.•The generalization maintains beneficial properties of existing transforms.•The completeness of the corresponding basis sets is proven.•The numerical stability of the computation is discussed.•The new generic transforms have superior performance to comparison methods.
论文关键词:Polar harmonic transforms,Harmonic kernels,Rotation invariance,Orthogonal moments
论文评审过程:Received 8 June 2013, Revised 6 February 2014, Accepted 30 April 2014, Available online 9 May 2014.
论文官网地址:https://doi.org/10.1016/j.imavis.2014.04.016