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* [FFmpeg-devel] [PATCH] libavfilter/signature_lookup: fix jaccard distance
@ 2024-05-29 12:06 Gerion Entrup
  2024-05-31 20:17 ` Michael Niedermayer
  0 siblings, 1 reply; 4+ messages in thread
From: Gerion Entrup @ 2024-05-29 12:06 UTC (permalink / raw)
  To: ffmpeg-devel; +Cc: Sachin Tilloo

Actually, the jaccard distance is defined as D = 1 - intersect / union.
Additionally, the distance value is compared against a constant that
must be between 0 and 1, which is not the case here. Both facts together
has led to the fact, that the function always returned a matching course
signature. To leave the constant intact and to avoid floating point
computation, this commit multiplies with 1 << 16 making the constant
effectively 9000 / (1<<16) =~ 0.14.

Reported-by: Sachin Tilloo <sachin.tilloo@gmail.com>
Reviewed-by: Sachin Tilloo <sachin.tilloo@gmail.com>
Tested-by: Sachin Tilloo <sachin.tilloo@gmail.com>
---
 libavfilter/signature_lookup.c | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/libavfilter/signature_lookup.c b/libavfilter/signature_lookup.c
index b39a3e225b..b90b63f3f2 100644
--- a/libavfilter/signature_lookup.c
+++ b/libavfilter/signature_lookup.c
@@ -127,9 +127,10 @@ static int get_jaccarddist(SignatureContext *sc, CoarseSignature *first, CoarseS
 {
     int jaccarddist, i, composdist = 0, cwthcount = 0;
     for (i = 0; i < 5; i++) {
-        if ((jaccarddist = intersection_word(first->data[i], second->data[i])) > 0) {
+        if ((jaccarddist = (1 << 16) * intersection_word(first->data[i], second->data[i])) > 0) {
             jaccarddist /= FFMAX(union_word(first->data[i], second->data[i]), 1);
         }
+        jaccarddist = (1 << 16) - jaccarddist;
         if (jaccarddist >= sc->thworddist) {
             if (++cwthcount > 2) {
                 /* more than half (5/2) of distances are too wide */
-- 
2.43.2

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^ permalink raw reply	[flat|nested] 4+ messages in thread

end of thread, other threads:[~2024-06-07 10:19 UTC | newest]

Thread overview: 4+ messages (download: mbox.gz / follow: Atom feed)
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2024-05-29 12:06 [FFmpeg-devel] [PATCH] libavfilter/signature_lookup: fix jaccard distance Gerion Entrup
2024-05-31 20:17 ` Michael Niedermayer
2024-06-02 12:02   ` Gerion Entrup
2024-06-07 10:19     ` Michael Niedermayer

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