Cost-efficient BLE fingerprint database construction approach via multi-quadric RBF interpolation

Efficient and exact mesh deformation using multiscale RBF interpolation

Efficient fingerprint search based on database clustering

Fingerprint identification has been a great challenge due to its complex search of database. This paper proposes an efficient fingerprint search algorithm based on database clustering, which narrows down the search space of fine matching. Fingerprint is non-uniformly partitioned by a circular tessellation to compute a multi-scale orientation field as the main search feature. The average ridge d...

Fingerprint Authentication using Adaptive RBF

In this paper, we have proposed an adaptive radial basis function neural network which is based on adaptions of center and spread parameters involved in network design. This adaption is achieved through stochastic approach. Proposed adaptive form of architecture is applied to authenticate the fingerprint images. From individual fingerprint image, features based change is given to define the cor...

An efficient MDL-based construction of RBF networks

We propose a method for optimizing the complexity of Radial basis function (RBF) networks. The method involves two procedures: adaptation (training) and selection. The first procedure adaptively changes the locations and the width of the basis functions and trains the linear weights. The selection procedure performs the elimination of the redundant basis functions using an objective function ba...

Construction of a primary DNA fingerprint database for cotton cultivars.

Forty core primers were used to construct a DNA fingerprint database of 132 cotton species based on multiplex fluorescence detection technology. A high first successful ratio of 99.04% was demonstrated with tetraplex polymerase chain reaction. Forty primer pairs amplified a total of 262 genotypes among 132 species, with an average of 6.55 per primer and values of polymorphism information conten...