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Combined kernel for fast GPU computation of Zernike moments
Zernike moments, as a representative orthogonal moment, have been widely applied in the fields of image processing and pattern recognition. The...
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Multilayered neural architectures evolution for computing sequences of orthogonal polynomials
This article presents an evolutionary algorithm to autonomously construct full-connected multilayered feedforward neural architectures. This...
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Robust classification of 3D objects using discrete orthogonal moments and deep neural networks
In this paper, we propose a new model based on 3D discrete orthogonal moments and deep neural networks (DNN) to improve the classification accuracy...
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A novel unified method for the fast computation of discrete image moments on grayscale images
We proposed a new method to compute the discrete image moments in this paper. By simple mathematical deduction, the discrete image moments can be...
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Object Description
One of the main tasks of image analysis is to obtain the description values of objects from the image (Zhang 2017b). A key issue is to select...
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Robust hand gesture recognition system based on a new set of quaternion Tchebichef moment invariants
Hand gesture recognition is a challenging task due to the complexity of hand movements and to the variety among the same gesture performed by...
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Deconvolution filter design of transmission channel: application to 3D objects using features extraction from orthogonal descriptor
The proposed work focuses on new transmission method of 3D objects modelized by Roesser local state-space model and moment theory which is considered...
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Minimal linear codes constructed from functions
In this paper, we consider minimal linear codes by a general construction of linear codes from q -ary functions. First, we give necessary and...
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Image Moments and Moment Invariants
Moments are widely used to describe mathematical functions due to their numerical simplicity and numerous physical interpretations. The concept has...
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New set of fractional-order generalized Laguerre moment invariants for pattern recognition
This article presents a new series of invariant moments, called Fractional-order Generalized Laguerre Moment Invariants (FGLMI), based on...
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Shot boundary detection based on orthogonal polynomial
Shot boundary detection (SBD) is a substantial step in video content analysis, indexing, retrieval, and summarization. SBD is the process of...
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Radial Meixner Moment Invariants for 2D and 3D Image Recognition
In this paper, we propose a new set of 2D and 3D rotation invariants based on orthogonal radial Meixner moments. We also present a theoretical...
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Fast 3D image reconstruction by cuboids and 3D Charlier’s moments
In this article, we propose a novel approach to accelerate the processing of 3D images by the discrete orthogonal moments of Charlier. The proposed...
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A novel color image encryption based on fractional shifted Gegenbauer moments and 2D logistic-sine map
A novel cryptosystem of color images is proposed. We defined a multi-channel orthogonal Gegenbauer moments with fractional order (FrMGMs) in...
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Video shot-boundary detection: issues, challenges and solutions
The integration of high data transmission rates and the recent digital multimedia technology, paves the way to access a huge amount of video over the...
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Color face recognition using novel fractional-order multi-channel exponent moments
Color face recognition has more attention recently since it considered one of the most popular biometric pattern recognitions. With a considerable...
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Fast Algorithm of 3D Discrete Image Orthogonal Moments Computation Based on 3D Cuboid
The rise of the digital imaging is remarkable, and the methods and techniques of image processing and analysis of the digital one must also accompany...
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Improved upper bounds for parent-identifying set systems and separable codes
Parent-identifying set systems and separable codes are useful combinatorial structures which were introduced, respectively, for traitor tracing in...
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Effective quaternion radial harmonic Fourier moments for color image representation
Image moments based on orthogonal manner play an important role in image processing and image analysis tasks. Although many variants have been...
