Computational Intelligence and Neuroscience / 2019 / Article / Tab 5

Research Article

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

Table 5

Comparison of the labeling results of different algorithms.

Sample imageAutomatic labeling results
Islam et al. [28]CNNDCCNN

PeoplePeople, sofaPeople, sofa, chair

SofaSofa, potted plantSofa, potted plant, chair, TV monitor

Chair, sofaChair, sofaChair, sofa, dining table

People, carPeople, carPeople, car, TV monitor

Chair, dining tablePotted plant, chair, dining tablePotted plant, chair, dining table, sofa

Dining table, chairDining table, chair, potted plantDining table, chair, potted plant, sofa

MotorbikePeople, motorbikePeople, motorbike, chair

People, busPeople, bus, carPeople, bus, car, bike

Chair, TV monitorSofa, chair, TV monitorSofa, chair, TV monitor, dining table

Chair, peopleDog, chair, people, sofaDog, chair, people, sofa, potted plant