摘要
具有自适应性的方向局部二值描述符(SD-LBP)通过引入自适应对比性的阈值t增加对图像局部区域及局部纹理过渡区域信息的处理,使图像检索过程中产生的噪声对检索效果的影响达到最小.采用3组实验方案对SD-LBP算子与相关算子的检索效果进行了比较分析.实验结果显示,本文算子在保持CS-LBP算子数据维数不变的条件下,对图像噪声处理更具鲁棒性,同时在检索效果、视觉特性等方面具有明显的优势.
The self--adaptive direction local binary operator （SD--LBP） increases the information processing of the image local region and the transition region of image texture, so that the impact of image noise reaches a minimum value. Three groups of experimental program are used to analyze the retrieval performance of the SD--LBP operator and other operators. The image retrieval results based on texture spectrum show that when the operator keeps the CS--LBP data dimensions unchanged, the SD--LBP operator has stronger robustness in the processing of image noise, and it also has obvious advantages in image retrieval efficiency and visual properties.
出处
《微电子学与计算机》
CSCD
北大核心
2013年第9期75-78,共4页
Microelectronics & Computer
基金
国家自然科学基金(61071161)
国家自然科学基金委员会和中国工程物理研究院联合基金(11176018)
