mengyue0722 / CBIR-Content-Based-Image-Retrieval-View external linksLinks
本次实训按照指导书要求，设计并实现了一个简单的图像检索系统，实现了从颜色特征、纹理特征、形状特征三个方面对图像进行匹配。其中颜色特征是提取自RGB颜色空间的颜色矩；纹理特征是来自图像0度、45度、90度、135度四个角度的灰度共生矩阵的纹理一致性、纹理对比度、纹理熵，纹理相关性的期望和标准差；形状特征是采用形状不变矩法提取了图像Hu不变矩u1~u7和离心率e。在图像匹配方面采用了欧氏距离和余弦定理计算相似度。用户在使用该系统时可以设置单特征或某权重比例下的多特征检索，系统将会自动对源图像进行处理并返回库图中相似度最高的图片。
☆12Feb 15, 2022Updated 4 years ago
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