Table 7 Comparison of IoU of the BFMS and DMS model on the validation dataset

From: Semantic segmentation of building façade materials and colors for urban conservation

Material

BFMS

DMS

Material

BFMS

DMS

Sky

0.924

0.906

Snow

0.591

0.204

Foliage

0.691

0.519

Plastic, clear

0.507

0.006

Hair

0.648

0.748

Soil/ Mud

0.454

0.491

Brickwork

0.787

0.567

Fabric/ Cloth

0.512

0.415

Glass

0.711

0.606

Cardboard/ Paper

0.361

0.014

Skin/ Lips

0.637

0.623

Plastic, non-clear

0.228

0.058

Leather

0.004

0.026

Rubber/ Latex

0.270

0.039

Cement/ Concrete

0.435

0.320

   
  1. bold values indicate superior performance between the two models for each material category.
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