IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis

February 2025 Yuji Wang*, Jingchen Ni*, Yong Liu, Chun Yuan, Yansong Tang AAAI 2025 (CCF-A)
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis

Overview

As the project lead and co-first author, I proposed the IteRPrimE method, which significantly improves the localization and semantic relationship processing capabilities for zero-shot referring image segmentation by introducing innovative strategies.