| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 10359494 | Image and Vision Computing | 2012 | 9 Pages |
Abstract
⺠A major drawback of Spatial Pyramid (SP) is the high dimensionality. We present a novel framework to obtain compact SP. ⺠We present compression strategies based on an extension to the agglomerative information bottleneck algorithm. ⺠We present a novel spatial texture descriptor (PC-TPLBP) for the problem of scene recognition. ⺠We show the importance of combining PC-TPLBP (regional) with pixel-based features (local) for improving performance.
Related Topics
Physical Sciences and Engineering
Computer Science
Computer Vision and Pattern Recognition
Authors
Noha M. Elfiky, Jordi Gonzà lez, F. Xavier Roca,