Graph-based referring expression comprehension with expression-guided selective filtering and noun-oriented reasoning

Jingcheng Ke, Qi Zhang, Jia Wang, Hongqing Ding, Pengfei Zhang, Jie Wen

Abstract: Highlights•We propose an expression-guided module to filter visual features, improving object matching.•We propose a noun-based reasoning strategy to improve matching by reducing functional word impact.•We propose a noun-guided strategy to help the parser accurately locate key words and phrases.