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20242026
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cs.CV2026

TextWand: A Unified Framework for Scene Text Editing

Shuyu Wang, Zhile Guan, Hongxiu Chen +5

We propose TextWand, a general-purpose framework that unifies scene text removal, generation, and replacement into a single model. By decomposing complex editing tasks into the ato…

cs.CV2026

TalkPhoto: A Versatile Training-Free Conversational Assistant for Intelligent Image Editing

Yujie Hu, Zecheng Tang, Xu Jiang +2

Thanks to the powerful language comprehension capabilities of Large Language Models (LLMs), existing instruction-based image editing methods have introduced Multimodal Large Langua…

cs.CV2025

MIND-Edit: MLLM Insight-Driven Editing via Language-Vision Projection

Shuyu Wang, Weiqi Li, Qian Wang +2

Recent advances in AI-generated content (AIGC) have significantly accelerated image editing techniques, driving increasing demand for diverse and fine-grained edits. Despite these…

cs.CV2024

OmniDrag: Enabling Motion Control for Omnidirectional Image-to-Video Generation

Weiqi Li, Shijie Zhao, Chong Mou +6

As virtual reality gains popularity, the demand for controllable creation of immersive and dynamic omnidirectional videos (ODVs) is increasing. While previous text-to-ODV generatio…

cs.CV2024

OmniSSR: Zero-shot Omnidirectional Image Super-Resolution using Stable Diffusion Model

Runyi Li, Xuhan Sheng, Weiqi Li +1

Omnidirectional images (ODIs) are commonly used in real-world visual tasks, and high-resolution ODIs help improve the performance of related visual tasks. Most existing super-resol…

cs.CV2024

Label-guided Facial Retouching Reversion

Guanhua Zhao, Yu Gu, Xuhan Sheng +2

With the popularity of social media platforms and retouching tools, more people are beautifying their facial photos, posing challenges for fields requiring photo authenticity. To a…