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Table 2 ADL dataset results averaged w.r.t. subjects and videos

From: A static video summarization method based on the sparse coding of features and representativeness of frames

Method

N RE

N E

N LK

N K

Precision

Recall

F-measure

Uniform sampling

5.5

8.3

6.2

9.2

0.685

0.705

0.685

Clustering-based [4]

6.4

8.3

6.8

8.8

0.778

0.789

0.772

Attention-based [8]

5.8

8.3

6.6

9.5

0.705

0.746

0.710

Proposed (w/o optimization)

6.3

8.3

7.0

9.2

0.779

0.784

0.769

Proposed

6.6

8.3

7.3

9.2

0.810

0.803

0.793