Wolfram Language

Processamento de imagens e sinais

Extração de imagens com base em propriedades semânticas

Extração de imagens baseada em conteúdo consiste em encontrar imagens em um conjunto de dados que sejam mais semelhantes a imagem de consulta. Usando FeatureExtraction, você pode ver a similaridade entre as imagens de monumentos do mundo.

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Click for copyable input
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Construir um extrator de propriedades semânticas para este conjunto de dados.

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

A extração de uma imagem equivale a buscar na amostra de imagens com os descritores mais próximos.

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

Recuperar as 4 imagens principais para diferentes imagens da consulta.

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

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