Wolfram 语言

图像和信号处理

基于语义特征的图像检索

基于内容的图像检索是从与查询图像最相似的数据集中查找图像. 利用 FeatureExtraction,可以对世界上的地标进行相似性评估.

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为该数据集建立一个语义特征提取器.

In[2]:=
Click for copyable input
fe = FeatureExtraction[trainingset, "ImageFeatures"]
Out[2]=

检索图像意味着查找具有最接近的描述符的训练图像.

In[3]:=
Click for copyable input
nf = Nearest[fe[trainingset] -> Automatic]; ImageRetrieve[query_, topmost_: 1] := Image[#, Magnification -> 1] & /@ trainingset[[nf[fe[query], topmost]]];

为不同的查询图像检索出前4幅最相似的图像.

In[4]:=
Click for copyable input
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Out[4]=

相关范例

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