RelTR: Relation Transformer for Scene Graph Generation

Different objects in the same scene are more or less related to each other, but only a limited number of these relationships are noteworthy. Inspired by Detection Transformer, which excels in object detection, we view scene graph generation as a set prediction problem. In this article, we propose an...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence Jg. 45; H. 9; S. 11169 - 11183
Hauptverfasser:	Cong, Yuren, Yang, Michael Ying, Rosenhahn, Bodo
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.09.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Coders Decoding Encoders-Decoders Object detection Object recognition One-stage Predictions Predictive models Proposals scene graph generation scene understanding Task analysis Transformers visual relationship detection Visualization
ISSN:	0162-8828, 1939-3539, 2160-9292, 1939-3539
Online-Zugang:	Volltext
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