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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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2025) vom: 15. Sept.
Auteur principal: Zhu, Jingyuan (Auteur)
Autres auteurs: Ma, Huimin, Chen, Jiansheng, Yuan, Jian
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article