Papers Scene Text Editing
“Scene Text Editing” 태그가 달린 논문 17편 · 필터 해제
GlyphMastero: A Glyph Encoder for High-Fidelity Scene Text Editing
Scene text editing, a subfield of image editing, requires modifying texts in images while preserving style consistency and visual coherence with the surrounding environment. While diffusion-based methods have shown promi…
Optical Character Recognition (OCR)Scene Text EditingText GenerationFLUX-Text: A Simple and Advanced Diffusion Transformer Baseline for Scene Text Editing
The task of scene text editing is to modify or add texts on images while maintaining the fidelity of newly generated text and visual coherence with the background. Recent works based on latent diffusion models (LDM) show…
Scene Text EditingRecognition-Synergistic Scene Text Editing
Scene text editing aims to modify text content within scene images while maintaining style consistency. Traditional methods achieve this by explicitly disentangling style and content from the source image and then fusing…
Scene Text EditingTextSSR: Diffusion-based Data Synthesis for Scene Text Recognition
Scene text recognition (STR) suffers from the challenges of either less realistic synthetic training data or the difficulty of collecting sufficient high-quality real-world data, limiting the effectiveness of trained STR…
Image GenerationOptical Character Recognition (OCR)Scene Text EditingScene Text RecognitionTextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control
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 image manipulation recently. GAN-based …
DisentanglementImage GenerationImage ManipulationScene Text EditingTextMastero: Mastering High-Quality Scene Text Editing in Diverse Languages and Styles
Scene text editing aims to modify texts on images while maintaining the style of newly generated text similar to the original. Given an image, a target area, and target text, the task produces an output image with the ta…
Scene Text EditingUDiffText: A Unified Framework for High-quality Text Synthesis in Arbitrary Images via Character-aware Diffusion Models
Text-to-Image (T2I) generation methods based on diffusion model have garnered significant attention in the last few years. Although these image synthesis methods produce visually appealing results, they frequently exhibi…
Image GenerationScene Text EditingOn Manipulating Scene Text in the Wild with Diffusion Models
Diffusion models have gained attention for image editing yielding impressive results in text-to-image tasks. On the downside, one might notice that generated images of stable diffusion models suffer from deteriorated det…
Optical Character RecognitionOptical Character Recognition (OCR)Scene Text EditingPSGText: Stroke-Guided Scene Text Editing with PSP Module
Scene Text Editing (STE) aims to substitute text in an image with new desired text while preserving the background and styles of the original text. However, present techniques present a notable challenge in the generatio…
DiversityScene Text EditingShow Me the World in My Language: Establishing the First Baseline for Scene-Text to Scene-Text Translation
In this work, we study the task of ``visually'' translating scene text from a source language (e.g., Hindi) to a target language (e.g., English). Visual translation involves not just the recognition and translation of sc…
Machine TranslationScene Text EditingScene Text RecognitionTranslation+1FASTER: A Font-Agnostic Scene Text Editing and Rendering Framework
Scene Text Editing (STE) is a challenging research problem, that primarily aims towards modifying existing texts in an image while preserving the background and the font style of the original text. Despite its utility in…
Scene Text EditingText Style TransferImproving Diffusion Models for Scene Text Editing with Dual Encoders
Scene text editing is a challenging task that involves modifying or inserting specified texts in an image while maintaining its natural and realistic appearance. Most previous approaches to this task rely on style-transf…
Scene Text EditingStyle TransferZero-shot GeneralizationExploring Stroke-Level Modifications for Scene Text Editing
Scene text editing (STE) aims to replace text with the desired one while preserving background and styles of the original text. However, due to the complicated background textures and various text styles, existing method…
AttributeScene Text EditingNatural Scene Text Editing Based on AI
In a recorded situation, textual information is crucial for scene interpretation and decision making. The ability to edit text directly on images has a number of advantages, including error correction, text restoration, …
Decision MakingScene Text EditingRewriteNet: Reliable Scene Text Editing with Implicit Decomposition of Text Contents and Styles
Scene text editing (STE), which converts a text in a scene image into the desired text while preserving an original style, is a challenging task due to a complex intervention between text and style. In this paper, we pro…
Image GenerationScene Text EditingScene Text RecognitionEditing Text in the Wild
In this paper, we are interested in editing text in natural images, which aims to replace or modify a word in the source image with another one while maintaining its realistic look. This task is challenging, as the style…
Image GenerationImage InpaintingImage-to-Image TranslationScene Text EditingSTEFANN: Scene Text Editor using Font Adaptive Neural Network
Textual information in a captured scene plays an important role in scene interpretation and decision making. Though there exist methods that can successfully detect and interpret complex text regions present in a scene, …
Scene Text Editing