Fast Vision-Based Object Recognition Using Combined Integral Map
|
|
|
 下载全文(404.3 KB) |
资源分 28 |
| Abstract: | Integral images or integral map (IMap) is one of the major techniques that has been used to improve the speed of computer
vision systems. It has been used to compute Haar features and histograms of oriented gradient features. Some modifications
have been proposed to the original IMap algorithm, but most proposed systems use IMap as it was first introduced. The IMap
may be further improved by reducing its computational cost in multi-dementional feature domain. In this paper, a combined
integral map (CIMap) technique is proposed to efficiently build and use multiple IMaps using a single concatenated map. Implementations
show that using CIMap can signifficantly improve system speed while maintaining the accuracy. |
| Author:
| Tam Phuong Cao, Guang Deng;Darrell Elton |
| Year: | |
| Source: | Computer Vision Systems |
| Volume-OnPage: | 445-454 |
| Keyword: | |
相似文献
- [1] Tam P. Cao, Darrell Elton;Guang Deng Fast buffering for FPGA implementation of vision-based object recognition systems
- [2] Ehrennmann, M. Ambela, D. Steinaus, P. Dillmann, R. A comparison of four fast vision based object recognition methods for programming by demonstration applications
- [3] Soonyong Park Soohwan Kim Sung-Kee Park Coarse-to-fine vision-based localization for mobile robots using an object and spatial layout-based hybrid map
- [4] Soonyong Park Sung-Kee Park Vision-based global localization for mobile robots using an object and spatial layout-based hybrid map
- [5] Wei Yuan, Jie Sun, Zuo-liang Cao, Jing Tian;Ming Yang A combined object-tracking algorithm for omni-directional vision-based AGV navigation
- [6] Dong Jung Kang In So Kweon Fast object recognition using salient line groups
- [7] Nara, S. Miyamoto, D. Takahashi, S. Vision-based tracking control using mark recognition
- [8] Bau-Cheng Shen Chu-Song Chen Hui-Huang Hsu Fast gender recognition by using a shared-integral-image approach
- [9] Attarchi, S. Faez, K. Asghari, A. A Fast and Accurate Iris Recognition Method Using the Complex Inversion Map and 2DPCA
- [10] Modayur, B.R. Shapiro, L.G. Fast parallel object recognition
|