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Mingyu Dou

2 papers indexed

arxivcs.CV2026-07-23

WhereEdit: Mask-aware Local Latent Editing for One-Step Image Editing

Ming Hu, Mingyu Dou, Jianfu Yin, Miaomiao Zhang, Cong Hu, Yao Wang, et al.

Recent one-step text-to-image (T2I) models enable efficient image synthesis and provide new opportunities for real-time image editing. However, existing one-step editing methods primarily rely on text conditioning for semantic transformation, lacking explicit spatial control over…

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arxivcs.CV2026-07-09

UAV-OVVIS: Unmanned Aerial Vehicles Also Need Open-Vocabulary Video Instance Segmentation

Mingyu Dou, Shi Qiu, Ming Hu, Yifan Chen, Zhe Sun

Unmanned Aerial Vehicle (UAV) videos are widely used in traffic monitoring, urban management, and emergency rescue. However, existing UAV video perception is largely limited to box-level detection and tracking over predefined categories, making it difficult to jointly support fle…

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