An Improved Convolutional Neural Network Algorithm and Its Application in Multilabel Image Labeling

Table 5

Comparison of the labeling results of different algorithms.

Sample image	Automatic labeling results
	Islam et al. [28]	CNN	DCCNN
	People	People, sofa	People, sofa, chair
	Sofa	Sofa, potted plant	Sofa, potted plant, chair, TV monitor
	Chair, sofa	Chair, sofa	Chair, sofa, dining table
	People, car	People, car	People, car, TV monitor
	Chair, dining table	Potted plant, chair, dining table	Potted plant, chair, dining table, sofa
	Dining table, chair	Dining table, chair, potted plant	Dining table, chair, potted plant, sofa
	Motorbike	People, motorbike	People, motorbike, chair
	People, bus	People, bus, car	People, bus, car, bike
	Chair, TV monitor	Sofa, chair, TV monitor	Sofa, chair, TV monitor, dining table
	Chair, people	Dog, chair, people, sofa	Dog, chair, people, sofa, potted plant