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Table 2 Comparisons of resource usages among different skin detector designs

From: Chip-based adaptive skin color detection using trajectory constraints on hue

Items

(1)

(2)

(3)

(4)

(5)

(6)

Resources

Chenaoua and Bouridane ([2006])

Fotouhi et al. ([2009])

Khan et al. ([2011])

Liu and Shi ([2011])

Zafarifar et al. ([2012])

Proposed TC

Platforms

PC

PC

PC

FPGA

FPGA

FPGA

EP2C20

Xilinx

Cyclone IV E

EP4CE115F29C

7 N

Methods

Markov random field

Texture analysis & ANN classifier

Cascaded skin training & classifier

YCbCr & I1I2I3 Classifiers

YUV & Adaptive texture analysis

Adaptive HSV constraints

Tested images

Static picture

Static picture

Static picture

Video

Video

Video

Adaptability

Yes

Yes

Yes

No

Yes

Yes

Resource usages (LEs/LUTs)

-

-

-

4,091

30,720

7,646

DSPs

-

-

-

No

192

No

Embedded memory (bits)

-

-

-

36,512

3,456,000

57,400