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What are the common probe set and gallery set
2022-07-22 15:58:00 【Dance rain】
Probe Set and Gallery Set understand
Probe Set Medium Probe yes probe It means ,Gallery Set Medium Gallery yes Gallery It means , obviously , We can't fully understand them from their literal meaning , Let's put it another way to help you understand :
We assume that , There is a king , He is in a Gallery Placed in 2 A portrait of a beautiful girl , also Invite beautiful girls from all over the world Come to the gallery and do something : Compare your appearance with the similarity of the portrait . This day , Here comes the gallery from Magic fairy castle I'm coming 2 A beautiful girl . The king has a magic mirror , As long as the beautiful girl stands in front of the mirror and says :” Magic mirror , The magic mirror ! I am more beautiful than the beautiful girl in the portrait ?“, The magic mirror will emit a magical light According to the portrait and the beautiful girl's face , Compare their faces with the faces in the portrait One is named ” features “ An indescribable thing , their As many as the stars . Finally, from Beautiful girl's beautiful face Extracted from features And The face in the portrait extracted Compare the characteristics one by one , If it's the same +1, If it's different -1, Finally, the total number normalization , A beautiful girl is compared with two portraits , obtain 2 Between 0-1 The floating point number between : For this floating point number , We call it Similarity degree .
Here we define : We Ignore it Gallery It's a gallery The concept , take Gallery Set Defined as gallery , Inside portrait yes Gallery( portrait g). and Magic fairy castle Defined as Probe Set, Inside beautiful girl Namely Probe( probe p).
So the whole process is simply : We from Probe Set Take one out of p Put one in Model Extracted features pf, Again from Galley Set Take out one g Put in the same Model Extracted features gf, Last match pf And gf As a result .( Euclidean distance is usually used
Speaking with images is like this :
a master hand 's first small display :
Following probe set And gallery set What does that mean? ?
This picture means , First, they will come from Gallery Set The four one. Gallery Four features are extracted 【gf1,gf2,gf3,gf4】, then Probe Set Lieutenant general 【'nm-01',nm-02'】,【'bg-01',bg-02'】,【'cl-01',cl-02'】 six probe Take it out one by one , Put in model Features extracted from pf Respectively with 【gf1,gf2,gf3,gf4】 Match to get 4 Similarity , So I got a total of 6×4=24 Features , It's a 6 That's ok 4 Columns of the matrix .
If it helps , Trouble three times , Thank you. !
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