Union-Redefined Prototype Network for scene graph generation

• Published in: Expert systems with applications Vol. 280; p. 127486
• Main Authors: Jung, NamGyu, Choi, Chang
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 25.06.2025
• Subjects: Commonsense knowledge; Non-overlapping regions; Predicate differentiation; Scene graph generation; Visual relation detection; Visual relation detection; Non-overlapping regions; Scene graph generation; Commonsense knowledge; Predicate differentiation

Recent advances in scene graph generation employ commonsense knowledge to model visual prototypes for various predicates. However, indiscriminate application of prototypes to all entity pairs within a predicate can lead to confusion when interpreting the same entity pairs that share similar visual f...