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
2DGH: 2D Gaussian-Hermite Splatting for High-quality Rendering and Better Geometry Features.
Sign Up to like & getrecommendations! Published in 2025 at "IEEE transactions on visualization and computer graphics"
DOI: 10.1109/tvcg.2025.3622157
Abstract: 2D Gaussian Splatting has recently emerged as a significant method in 3D reconstruction, enabling novel view synthesis and geometry reconstruction simultaneously. While the well-known Gaussian kernel is broadly used, its lack of anisotropy and deformation… read more here.
Keywords: quality; gaussian splatting; gaussian hermite; reconstruction ... 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