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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Bibliographic Details

Published in:	IEEE transactions on pattern analysis and machine intelligence Vol. 45; no. 9; pp. 11169 - 11183
Main Authors:	Cong, Yuren, Yang, Michael Ying, Rosenhahn, Bodo
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.09.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	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 Access:	Get full text
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