3 papers
cs.CV2026
Enhancing Image Aesthetics with Dual-Conditioned Diffusion Models Guided by Multimodal Perception
Xinyu Nan, Ning Wang, Yuyao Zhai +1
Image aesthetic enhancement aims to perceive aesthetic deficiencies in images and perform corresponding editing operations, which is highly challenging and requires the model to po…
cs.CV2025
UniDGF: A Unified Detection-to-Generation Framework for Hierarchical Object Visual Recognition
Xinyu Nan, Lingtao Mao, Huangyu Dai +8
Achieving visual semantic understanding requires a unified framework that simultaneously handles object detection, category prediction, and attribute recognition. However, current…
eess.IV2025
AI-Driven Automated Tool for Abdominal CT Body Composition Analysis in Gastrointestinal Cancer Management
Xinyu Nan, Meng He, Zifan Chen +3
The incidence of gastrointestinal cancers remains significantly high, particularly in China, emphasizing the importance of accurate prognostic assessments and effective treatment s…