Research Article

Improving the Performance of Deep Learning Model-Based Classification by the Analysis of Local Probability

Table 1

Categorizing the reviewed works and ours along with their main distinctive characteristics.

CharacteristicsWorks
VoVNet-57 [24]VGG16 [25]ResNeSt50 [26]Fusion operators [27]Our framework

Deep learning modelYesYesYesNoNo
Fusion methodNoNoNoYesYes
The number of models that are neededSingleSingleSingleMultipleSingle/multiple
TrainingNeededNeededNeededNot needed/neededNeeded