Object Detection Data Synthesis via Box-to-Image Generation based on Diffusion Models

Modern diffusion-based image generative models have made significant progress and become promising to enrich training data for the object detection task. However, the generation quality and the controllability for complex scenes containing multi-class objects and dense objects with occlusions remain...

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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2025) vom: 15. Sept.
1. Verfasser:	Zhu, Jingyuan (VerfasserIn)
Weitere Verfasser:	Ma, Huimin, Chen, Jiansheng, Yuan, Jian
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2025
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article