基本信息:
- 专利标题： 衣服图像自动标注方法
- 专利标题（英）：Automatic garment image labeling method
- 申请号：CN201810392122.8 申请日：2018-04-27
- 公开(公告)号：CN108805163A 公开(公告)日：2018-11-13
- 发明人： 陈鑫 , 陈荣琛
- 申请人： 淘然视界(杭州)科技有限公司
- 申请人地址： 浙江省杭州市余杭区仓前街道龙泉路3号308室
- 专利权人： 淘然视界(杭州)科技有限公司
- 当前专利权人： 淘然视界(杭州)科技有限公司
- 当前专利权人地址： 浙江省杭州市余杭区仓前街道龙泉路3号308室
- 代理机构： 广州市越秀区哲力专利商标事务所
- 代理人： 胡拥军; 糜婧
- 主分类号： G06K9/62
- IPC分类号： G06K9/62 ; G06K9/46
The invention discloses an automatic garment image labeling method. The method comprises the steps of 1, extracting a salient region of an image; 2, extracting an SIFT feature of the image, obtaininga visual vocabulary by utilizing K-mean clustering, and performing different weighted operations according to whether the SIFT feature of the training image is located in the salient region or not toobtain a bag-of-word representation of the visual vocabulary; and 3, training a classification model by using a support vector machine to realize image classification and labeling. Compared with the prior art, the method has the following advantages and effects that a large amount of labor is liberated to a great extent; the color of a garment can be directly positioned; the data labeling accuracycan be improved; and wrong labeling caused by subjective factors can be reduced.
IPC结构图谱:
| G | 物理 |
| --G06 | 计算；推算；计数 |
| ----G06K | 数据识别；数据表示；记录载体；记录载体的处理 |
| ------G06K9/00 | 用于阅读或识别印刷或书写字符或者用于识别图形，例如，指纹的方法或装置 |
| --------G06K9/62 | .应用电子设备进行识别的方法或装置 |