In this paper, we propose a simple yet effective relationship detection model, which is based on object semantic inference and attention mechanisms. Our model ...

Detecting relations among objects is a crucial task for image understanding. However, each relationship involves different objects pair combinations, ...

Jun 13, 2019 · We propose a novel relationship detection model, which consid- ers the semantics of the subject and object. The object and subject features, as ...

Jun 5, 2019 · In this paper, we propose a simple yet effective relationship detection model, which is based on object semantic inference and attention ...

Apr 20, 2020 · Bibliographic details on Relationship Detection Based on Object Semantic Inference and Attention Mechanisms.

A framework that makes use of semantic knowledge and estimates the relevance of object pairs during both training and test phases is proposed, ...

Relationship Detection Based on Object Semantic Inference and Attention Mechanisms. Conference Paper. Jun 2019. Liang Zhang · Shuai Zhang ...

Jul 9, 2020 · We designed three novel attention units, namely, an adaptive channel-wise attention unit, an adaptive spatial-wise attention unit and an adaptive domain ...

Oct 18, 2022 · Compared with previous methods, we integrate object spatial features, word semantic embedding, and attention mechanisms to derive relational ...

Our multi-level attention mechanism enhances the inference of social relations by considering scenes, objects, or human interactions, each of which plays a ...