Name
Title | ||
|---|---|---|
Performance Evaluation of Scale-Interpolated Hessian-Laplace and Haar Descriptors for Feature Matching |
Abstract | ||
|---|---|---|
This paper studies the performance of various scale-invariant detectors in the context of feature matching. In particular, we propose an implementation of the Hessian-Laplace operator that we called Scale- Interpolated Hessian-Laplace. This research also proposes to use Haar descriptors which are derived from the Haar wavelet transform. It offers the advantage of being computationally inexpensive and smaller in size when compared to other descriptors. |
Year | DOI | Venue |
|---|---|---|
2007 | 10.1109/ICIAP.2007.102 | ICIAP |
Keywords | Field | DocType |
performance evaluation,haar descriptors,feature matching,various scale-invariant detector,paper study,hessian-laplace operator,scale-interpolated hessian-laplace,interpolated hessian-laplace,scale invariance,wavelet transforms,laplace operator,feature extraction,laplace transforms | Computer vision,Pattern recognition,Laplace transform,Computer science,Haar,Interpolation,Hessian matrix,Feature extraction,Invariant (mathematics),Artificial intelligence,Haar wavelet,Wavelet transform | Conference |
ISBN | Citations | PageRank |
0-7695-2877-5 | 2 | 0.42 |
References | Authors | |
11 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Akshay Bhatia | 1 | 5 | 1.23 |
| Robert Laganiere | 2 | 354 | 22.11 |
| Gerhard Roth | 3 | 264 | 16.52 |