Dynamic similarity kernel for visual recognition
文献类型：期刊论文
| 作者 | Yan, Wang; Liu, Qingshan; Lu, Hanqing ; Ma, Songde; Gabrys, B; Howlett, RJ; Jain, LC
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| 刊名 | KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS
 |
| 出版日期 | 2006 |
| 卷号 | 4252页码:47-54 |
| 英文摘要 | Inspired by studies of cognitive psychology, we proposed a new dynamic similarity kernel for visual recognition. This kernel has great consistency with human visual similarity judgement by incorporating the perceptual distance function. Moreover, this kernel can be seen as an extension of Gaussian kernel, and therefore can deal with non-linear variations well like the traditional kernels. Experimental results on natural image classification and face recognition show its superior performance compared to other kernels. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Computer Science, Interdisciplinary Applications |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | NONLINEAR DIMENSIONALITY REDUCTION ; DISCRIMINANT-ANALYSIS |
| 收录类别 | ISTP ; SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000242122600006 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9274]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Yan, Wang,Liu, Qingshan,Lu, Hanqing,et al. Dynamic similarity kernel for visual recognition[J]. KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS,2006,4252:47-54. |
| APA | Yan, Wang.,Liu, Qingshan.,Lu, Hanqing.,Ma, Songde.,Gabrys, B.,...&Jain, LC.(2006).Dynamic similarity kernel for visual recognition.KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS,4252,47-54. |
| MLA | Yan, Wang,et al."Dynamic similarity kernel for visual recognition".KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS 4252(2006):47-54. |
入库方式： OAI收割
来源：自动化研究所
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