activity
20242026
most citedTextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control

1 citations · 2 across the 11 of their papers we have counts for

collaborators

11 papers

cs.CV2026

MindAU: EEG-Conditioned Facial Action Unit Editing via Dual-Stream Manifold Alignment

Zhenhang Li, Xin Zhou, Hao Deng +1

Recent brain decoding studies have made substantial progress in reconstructing externally perceived visual content from neural signals. However, using electroencephalography (EEG)…

cs.CV2026

UniTranslator: A Unified Multi-modal Framework for End-to-end In-Image Machine Translation

Jiahao Lyu, Pei Fu, Zhenhang Li +6

In-Image Machine Translation (IIMT) aims to translate scene text in an image and render the translated text back into the original regions while preserving the overall visual appea…

cs.CV2026

IMTBench: A Multi-Scenario Cross-Modal Collaborative Evaluation Benchmark for In-Image Machine Translation

Jiahao Lyu, Pei Fu, Zhenhang Li +7

End-to-end In-Image Machine Translation (IIMT) aims to convert text embedded within an image into a target language while preserving the original visual context, layout, and render…

cs.CV2025

TADoc: Robust Time-Aware Document Image Dewarping

Fangmin Zhao, Weichao Zeng, Zhenhang Li +2

Flattening curved, wrinkled, and rotated document images captured by portable photographing devices, termed document image dewarping, has become an increasingly important task with…

cs.CV2025

Uni-DocDiff: A Unified Document Restoration Model Based on Diffusion

Fangmin Zhao, Weichao Zeng, Zhenhang Li +4

Removing various degradations from damaged documents greatly benefits digitization, downstream document analysis, and readability. Previous methods often treat each restoration tas…

cs.CV2025

The Role of Video Generation in Enhancing Data-Limited Action Understanding

Wei Li, Dezhao Luo, Dongbao Yang +3

Video action understanding tasks in real-world scenarios always suffer data limitations. In this paper, we address the data-limited action understanding problem by bridging data sc…

cs.CV2025

Visual Text Processing: A Comprehensive Review and Unified Evaluation

Yan Shu, Weichao Zeng, Fangmin Zhao +9

Visual text is a crucial component in both document and scene images, conveying rich semantic information and attracting significant attention in the computer vision community. Bey…

cs.CV2025

Beyond Flat Text: Dual Self-inherited Guidance for Visual Text Generation

Minxing Luo, Zixun Xia, Liaojun Chen +7

In real-world images, slanted or curved texts, especially those on cans, banners, or badges, appear as frequently, if not more so, than flat texts due to artistic design or layout…

cs.CV2024

First Creating Backgrounds Then Rendering Texts: A New Paradigm for Visual Text Blending

Zhenhang Li, Yan Shu, Weichao Zeng +2

Diffusion models, known for their impressive image generation abilities, have played a pivotal role in the rise of visual text generation. Nevertheless, existing visual text genera…

cs.CV2024★ 1 cited

TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control

Weichao Zeng, Yan Shu, Zhenhang Li +2

Centred on content modification and style preservation, Scene Text Editing (STE) remains a challenging task despite considerable progress in text-to-image synthesis and text-driven…

cs.CV2024★ 1 cited

Visual Text Meets Low-level Vision: A Comprehensive Survey on Visual Text Processing

Yan Shu, Weichao Zeng, Zhenhang Li +2

Visual text, a pivotal element in both document and scene images, speaks volumes and attracts significant attention in the computer vision domain. Beyond visual text detection and…