Results 11 to 20 of about 1,037 (242)

Design-based properties of the nearest neighbor spatial interpolator and its bootstrap mean squared error estimator [PDF]

open access: yesBiometrics, 2022
Nearest neighbor spatial interpolation for mapping continuous populations and finite populations of areas or units is approached from a design-based perspective, that is, populations are fixed, and uncertainty stems from the sampling scheme adopted to ...
Fattorini L.   +3 more
core   +6 more sources

An integrated approach to image quality: comparative analysis of bilinear and nearest neighbor interpolation [PDF]

open access: yesBig Data and Computing Visions
Pixel transitions are critical in image processing, largely depending on interpolation methods to ensure smoothness and clarity. This work focuses on two widely used image interpolation techniques: nearest neighbor interpolation and bilinear ...
Wusat Ullah   +3 more
doaj   +2 more sources

An Adaptable k-Nearest Neighbors Algorithm for MMSE Image Interpolation [PDF]

open access: yesIEEE Transactions on Image Processing, 2008
We propose an image interpolation algorithm that is nonparametric and learning-based, primarily using an adaptive k-nearest neighbor algorithm with global considerations through Markov random fields. The empirical nature of the proposed algorithm ensures
Ni, Karl S.   +3 more
core   +4 more sources

Scalable stellar evolution forecasting: Deep learning emulation vs. hierarchical nearest neighbor interpolation

open access: yesAstronomy & Astrophysics, 2023
Many astrophysical applications require efficient yet reliable forecasts of stellar evolution tracks. One example is population synthesis, which generates forward predictions of models for comparison with observations.
Maltsev, K.   +15 more
core   +2 more sources

Quantum multidimensional color image scaling using nearest-neighbor interpolation based on the extension of FRQI

open access: yesModern Physics Letters B, 2017
Reviewing past researches on quantum image scaling, only 2D images are studied. And, in a quantum system, the processing speed increases exponentially since parallel computation can be realized with superposition state when compared with classical ...
Ri-Gui Zhou, Ping Fan, Canyun Tan
core   +2 more sources

Benefit of Interpolation in Nearest Neighbor Algorithms

open access: yesSIAM Journal on Mathematics of Data Science, 2022
Under review as a conference paper at ICLR ...
Yue Xing 0002   +2 more
openaire   +3 more sources

Interpolation With Just Two Nearest Neighboring Weighted Fuzzy Rules [PDF]

open access: yesIEEE Transactions on Fuzzy Systems, 2020
Fuzzy rule interpolation (FRI) enables sparse fuzzy rule-based systems to derive an interpolated conclusion using neighboring rules, when presented with an observation that matches none of the given rules. The efficacy of FRI has been further empowered by the recent development of weighted FRI techniques, particularly the one that introduces attribute ...
Fangyi Li   +4 more
openaire   +1 more source

AMPSO: A new Particle Swarm Method for Nearest Neighborhood Classification [PDF]

open access: yes, 2009
Nearest prototype methods can be quite successful on many pattern classification problems. In these methods, a collection of prototypes has to be found that accurately represents the input patterns.
Galván, Inés M.   +2 more
core   +1 more source

An Unsupervised PM2.5 Estimation Method With Different Spatio-Temporal Resolutions Based on KIDW-TCGRU

open access: yesIEEE Access, 2020
The interpolation of fine-grained air quality has significant prospects in the area of air quality monitoring. The solution to this problem can effectively monitor the air quality of the areas by sparse air quality monitoring stations, so as to reduce ...
Canyang Guo   +3 more
doaj   +1 more source

INDEX QUALITY ASSESMENT CITRA TERINTERPOLASI (SSIM dan FSIM)

open access: yesJUTEI (Jurnal Terapan Teknologi Informasi), 2017
Ada sejumlah aplikasi dalam pengenalan pola yang membutuhkan citra dengan ukuran tertentu. Ukuran citra menentukan hasil dari pengenalan pola suatu sistem. Suatu metode interpolasi digunakan untuk menyesuaikan ukuran suatu citra.
Meirista Wulandari
doaj   +1 more source

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