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局部遮挡目标的识别
A Method for Recognizing Partially-occluded Objects
【摘要】 提出一种局部遮挡目标的识别方法。该方法利用多边形近似方法将目标轮廓分段,抽取目标轮廓每一小段的不变矩作特征,利用动态规划技术在段间距离表中寻找最佳路径,确定所有的匹配对,这些匹配对序列构成了目标与模型的局部匹配,可从局部匹配中计算匹配可信度。该方法简单、有效、抗噪声能力较强,是一种较好的局部目标识别方法。
【Abstract】 A method for recognizing partially-occluded objects is described .The object contour issplit into curve segments by a coarse-to-fine polygon approximation algorithm and the mo-ment invariants of each segment are extracted as the feature vector。The best path in the in-tersegment distance table is then found using the dynamic programming technique. All thematching pairs that constitute the partial match between a model and an object are deter-mined.The confidence level of matching is calculated from the partial matches.
【关键词】 局部遮挡目标;
目标识别;
多边形近似;
不变矩;
动态规划;
【Key words】 partially-occluded objects; object recognition; polygon approximation; invari-ant moment; dynamic programming;
【Key words】 partially-occluded objects; object recognition; polygon approximation; invari-ant moment; dynamic programming;
- 【文献出处】 华中理工大学学报 , 编辑部邮箱 ,1994年05期
- 【分类号】TP751
- 【被引频次】16
- 【下载频次】273