Name
Abstract | ||
|---|---|---|
We propose a new head-related transfer function (HRTF) interpolation method using Isomap, a nonlinear dimensionality reduction technique. First, we construct a single manifold for all subjects across both azimuth and elevation angles through the construction of an intersubject graph (ISG) that includes important prior knowledge of the HRTFs such as correlations across individuals, directions, and ... |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1109/LSP.2017.2648794 | IEEE Signal Processing Letters |
Keywords | Field | DocType |
Manifolds,Interpolation,Ear,Azimuth,Principal component analysis,Databases,Measurement | Mathematical optimization,Spline interpolation,Pattern recognition,Interpolation,Bicubic interpolation,Manifold alignment,Artificial intelligence,Trilinear interpolation,Nonlinear dimensionality reduction,Mathematics,Bilinear interpolation,Isomap | Journal |
Volume | Issue | ISSN |
24 | 2 | 1070-9908 |
Citations | PageRank | References |
4 | 0.58 | 16 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Felipe Grijalva | 1 | 19 | 2.31 |
| Luiz Martini | 2 | 14 | 1.87 |
| Dinei A. F. Florêncio | 3 | 1118 | 78.52 |
| Siome Goldenstein | 4 | 618 | 47.43 |