Research

Human Detection Method

Precision

Accuracy

Throughput

Comments

Our method

faster_rcnn_resnet101_v1 KCF/HOG

95.4

92.17%

16

Combined adaptive detection/tracking

Lestari P. [9]

Viola Jones Algorithm and Chan-Vese active contour detection

99.2

95.3

0.18

-

Xia et al. [32]

Depth information combined with 2-D head contour model and a 3-D head surface model

93.5

88.4

0.11

Depth information is taken from a suitable camera

Choi et al. [33]

Parameterized heuristics filtering/HOD/SVM

92.5

82.3

0.16

-

Ikemura et al. [34]

Relational Depth Similarity Features (RDSF)

90.4

87.5

10

The depth information is obtained from a TOF camera

Chowdhury et al. [7]

Background model/ HSI color model and color correlogram/ImHOG

93.5

-

2.17

-

Lee, et al. [8]

R-CNN

92.9

-

8

-