Saliency Aggregation: Multifeature and Neighbor Based Salient Region Detection for Social Images
Table 1
-measure, AUC, and MAE of DBS and 27 state-of-the-art methods.
-measure
AUC
MAE
CB
0.5472
0.7971
0.2662
SEG
0.4917
0.7588
0.3592
SVO
0.3498
0.8361
0.409
SF
0.3659
0.7541
0.2077
CA
0.5161
0.8287
0.2778
TD
0.5432
0.8081
0.2333
SS
0.2516
0.6714
0.2499
HS
0.5576
0.7883
0.2747
DRFI
0.5897
0.8623
0.2063
HM
0.4892
0.7945
0.2263
BD
0.5443
0.8185
0.1955
BL
0.5823
0.8562
0.266
MR
0.5084
0.7753
0.229
PCA
0.5392
0.8439
0.2778
FT
0.3559
0.6126
0.2808
RC
0.5307
0.8105
0.3128
LRR
0.5124
0.7956
0.3067
GS
0.5164
0.8136
0.2056
SMD
0.6033
0.8437
0.1976
GC
0.5063
0.7511
0.2596
DSR
0.5035
0.8139
0.2105
MC
0.574
0.8427
0.2287
SBF
0.493
0.848
0.2325
MCDL
0.6559
0.8813
0.1457
LEGS
0.6124
0.8193
0.1844
RFCN
0.6768
0.8803
0.1476
MDF
0.6574
0.8483
0.1556
DBS
0.6621
0.8917
0.1505
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