3 papers
cs.CV2026
BRIDGE: Background Routing and Isolated Discrete Gating for Coarse-Mask Local Editing
Peilin Xiong, Honghui Yuan, Junwen Chen +1
Coarse-mask local image editing asks a model to modify a user-indicated region while preserving the surrounding scene. In practice, however, rough masks often become unintended sha…
cs.CV2025
SceneTextStylizer: A Training-Free Scene Text Style Transfer Framework with Diffusion Model
Honghui Yuan, Keiji Yanai
With the rapid development of diffusion models, style transfer has made remarkable progress. However, flexible and localized style editing for scene text remains an unsolved challe…
cs.CV2025
PosBridge: Multi-View Positional Embedding Transplant for Identity-Aware Image Editing
Peilin Xiong, Junwen Chen, Honghui Yuan +1
Localized subject-driven image editing aims to seamlessly integrate user-specified objects into target scenes. As generative models continue to scale, training becomes increasingly…