Image Analysis by Fractional-Order Gaussian-Hermite Moments
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2022.3156380
Abstract: Moments and moment invariants are effective feature descriptors. They have widespread applications in the field of image processing. The recent researches show that fractional-order moments have notable image representation ability. Hermite polynomials are defined over… read more here.
Keywords: order gaussian; fractional order; gaussian hermite; image ... See more keywords
Invariant Gaussian–Hermite Moments Based Neural Networks for 3D Object Classification
Sign Up to like & getrecommendations! Published in 2020 at "Pattern Recognition and Image Analysis"
DOI: 10.1134/s1054661820010186
Abstract: Abstract In this article, we suggest a new approach for classification and Recognition of 3D image Gaussian–Hermite moments using a Multilayer Perceptron architecture. The Multilayer Perceptron is an artificial neural network to evaluate the efficient… read more here.
Keywords: moments based; hermite moments; invariant gaussian; classification ... See more keywords