Referring Image Segmentation via Language-Driven Attention

Ding-Jie Chen,He-Yen Hsieh,Tyng-Luh Liu,Ding-Jie Chen,He-Yen Hsieh,Tyng-Luh Liu

This paper aims to tackle the problem of referring image segmentation, which is targeted at reasoning the region of interest referred by a query natural language sentence. One key issue to address the referring image segmentation is how to establish the cross-modal representation for encoding the two modalities, namely, the query sentence and the input image. Most existing methods are designed to ...