Image captioning using a transformer with topic–word semantic modeling and multimodal feature fusion
A semantic modeling framework consisting of Topic Embedding and Estimation Predictor and Topic-Related Representative Words that jointly fuses semantic representations generated by TEEP and TRRW with appearance and geometric features that produces more descriptive and semantically consistent captions.