Effective image splicing detection based on image chroma
文献类型：会议论文
| 作者 | Wang, Wei ; Dong, Jing; Tan, Tieniu
|
| 出版日期 | 2009 |
| 会议名称 | IEEE International Conference on Image Processing |
| 会议日期 | 2009 |
| 会议地点 | Cairo |
| 关键词 | image splicing detection image chroma |
| 通讯作者 | Wang, Wei |
| 英文摘要 | A color image splicing detection method based on gray level co-occurrence matrix (GLCM) of thresholded edge image of image chroma is proposed in this paper. Edge images are generated by subtracting horizontal, vertical, main and minor diagonal pixel values from current pixel values respectively and then thresholded with a predefined threshold T. The GLCMs of edge images along the four directions serve as features for image splicing detection. Boosting feature selection is applied to select optimal features and Support Vector Machine (SVM) is utilized as classifier in our approach. The effectiveness of the proposed method has been demonstrated by our experimental results. |
| 会议录 | Proceedings of 2009 IEEE International Conference on Image Processing
 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/12308]  |
| 专题 | 自动化研究所_智能感知与计算研究中心 自动化研究所_09年以前成果 |
| 推荐引用方式 GB/T 7714 | Wang, Wei,Dong, Jing,Tan, Tieniu. Effective image splicing detection based on image chroma[C]. 见:IEEE International Conference on Image Processing. Cairo. 2009. |
入库方式： OAI收割
来源：自动化研究所
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