Table 1 Detailed parameters of the ADCN model

Data

-

-

-

96*96*29*1

Denseblock1(Db1)_Dilated Conv

3*3*1*32

1*1*1

SAME

96*96*29*32

Db1_Dilated Conv

3*3*1*32

1*1*1

SAME

96*96*29*32

Db1_sum

-

-

-

96*96*29*32

Db1_Dilated Conv

3*3*1*32

1*1*1

SAME

96*96*29*32

Db1_Dilated Conv

3*3*1*32

1*1*1

SAME

96*96*29*32

Db1_sum

-

-

-

96*96*29*32

Fuse

1*1*3

1*1*1

VALID

96*96*27*32

Down sampling

3*3*1

2*2*1

SAME

48*48*27*32

Denseblock2(Db2)_Dilated Conv

3*3*1*32

1*1*1

SAME

48*48*27*32

Db2_Dilated Conv

3*3*1*32

1*1*1

SAME

48*48*27*32

Db2_sum

-

-

-

48*48*27*32

Db2_Dilated Conv

3*3*1*32

1*1*1

SAME

48*48*27*32

Db2_Dilated Conv

3*3*1*32

1*1*1

SAME

48*48*27*32

Db2_sum

-

-

-

48*48*27*32

Fuse

1*1*3

1*1*1

VALID

48*48*25*32

Down sampling

3*3*1

2*2*1

SAME

48*48*25*32

Denseblock3(Db3)_Dilated Conv

3*3*1*32

1*1*1

SAME

24*24*25*32

Db3_Dilated Conv

3*3*1*32

1*1*1

SAME

24*24*25*32

Db3_sum

-

-

-

24*24*25*32

Db3_Dilated Conv

3*3*1*32

1*1*1

SAME

24*24*25*32

Db3_Dilated Conv

3*3*1*32

1*1*1

SAME

24*24*25*32

Db3_sum

-

-

-

24*24*25*32

Db3_Dilated Conv

3*3*1*32

1*1*1

SAME

24*24*25*32

Db3_Dilated Conv

3*3*1*32

1*1*1

SAME

24*24*25*32

Db3_sum

-

-

-

24*24*25*32

Fuse

1*1*3

1*1*1

VALID

24*24*23*32

Denseblock4(Db4)_Dilated Conv

3*3*1*32

1*1*1

SAME

24*24*23*32

Db4_Dilated Conv

3*3*1*32

1*1*1

SAME

24*24*23*32

Db4_sum

-

-

-

24*24*23*32

Db4_Dilated Conv

3*3*1*32

1*1*1

SAME

24*24*23*32

Db4_Dilated Conv

3*3*1*32

1*1*1

SAME

24*24*23*32

Db4_sum

-

-

-

24*24*23*32

Db4_Dilated Conv

3*3*1*32

1*1*1

SAME

24*24*23*32

Db4_Dilated Conv

3*3*1*32

1*1*1

SAME

24*24*23*32

Db4_sum

-

-

-

24*24*23*32

Fuse

1*1*3

1*1*1

VALID

24*24*23*32

Up sampling1

-

-

-

96*96*21*2

Up sampling2

-

-

-

96*96*21*4

Up sampling3

-

-

-

96*96*21*8

Concat

-

-

-

96*96*21*14

Conv

3*3*1*2

1*1*1

SAME

96*96*21*2