Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance | Paper Citation Record

Observation 339e10e0-4ef9-4394-b1fb-457f03e8f21f · outbound

This paper cites Dream- clear: High-capacity real-world image restoration with privacy-safe dataset curation.Advances in Neural Informa- tion Processing Systems, 37:55443–55469, 2024.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Dream- clear: High-capacity real-world image restoration with privacy-safe dataset curation.Advances in Neural Informa- tion Processing Systems, 37:55443–55469, 2024

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Observation b1fc2489-0b0e-42e1-a917-22b040a99764 · outbound

This paper cites Toward real-world single image super-resolution: A new benchmark and a new model.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Toward real-world single image super-resolution: A new benchmark and a new model

Reference 2

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Observation c509bd76-212e-4a25-82f8-3da4db42ed7c · outbound

This paper cites Freeman, Michael Ru- binstein, Yuanzhen Li, and Dilip Krishnan.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Freeman, Michael Ru- binstein, Yuanzhen Li, and Dilip Krishnan

Reference 3

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Observation 02470c48-0048-4b42-affd-13b4a01106ad · outbound

This paper cites Scene text tele- scope: Text-focused scene image super-resolution.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Scene text tele- scope: Text-focused scene image super-resolution

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Observation e4c23b2f-2c5d-4cca-b85f-6a697f21a4be · outbound

This paper cites Activating more pixels in image super- resolution transformer.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Activating more pixels in image super- resolution transformer

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Observation f458d417-7ba3-4be2-bd50-c9b783b68d0e · outbound

This paper cites Effective diffusion transformer architecture for image super- resolution.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Effective diffusion transformer architecture for image super- resolution

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Observation eb947f1d-f953-4352-93d6-9fa545f3dea2 · outbound

This paper cites Paddleocr 3.0 technical report, 2025.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Paddleocr 3.0 technical report, 2025

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Observation 61886070-40c6-4a7f-a750-a2b28084e7e0 · outbound

This paper cites Textual alchemy: Coformer for scene text understanding.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Textual alchemy: Coformer for scene text understanding

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Observation 568d0e4d-6615-46ee-b00f-909464b03970 · outbound

This paper cites Diffusion models beat gans on image synthesis.Advances in neural informa- tion processing systems, 34:8780–8794, 2021.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Diffusion models beat gans on image synthesis.Advances in neural informa- tion processing systems, 34:8780–8794, 2021

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Observation 09320c05-db9e-4db7-95be-5e1163dd77e7 · outbound

This paper cites Image quality assessment: Unifying structure and texture similarity.TPAMI, 44(5):2567–2581, 2020.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Image quality assessment: Unifying structure and texture similarity.TPAMI, 44(5):2567–2581, 2020

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Observation d5b4aad2-a779-429b-b485-cc0a2051f043 · outbound

This paper cites Learning a deep convolutional network for image super-resolution.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Learning a deep convolutional network for image super-resolution

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Observation 4fae3781-7f4b-45d9-8af5-c2e3019b0f20 · outbound

This paper cites Boosting optical character recognition: A super- resolution approach.arXiv preprint, 2015.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Boosting optical character recognition: A super- resolution approach.arXiv preprint, 2015

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Observation e55e8cf6-6edf-4958-800d-d33253458006 · outbound

This paper cites TSD-SR: one-step diffusion with target score distillation for real-world image super-resolution.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance TSD-SR: one-step diffusion with target score distillation for real-world image super-resolution

Reference 13

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Observation b7094c7f-cc01-4149-b68a-5cba8e50a29a · outbound

This paper cites Tsd-sr: One-step diffusion with target score distillation for real-world image super-resolution.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Tsd-sr: One-step diffusion with target score distillation for real-world image super-resolution

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Observation 1aaee2f4-566e-4e17-bd21-382c8a4f5eb4 · outbound

This paper cites Dit4sr: Taming diffusion transformer for real-world image super-resolution.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Dit4sr: Taming diffusion transformer for real-world image super-resolution

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Observation fcbe7bb3-3202-4f60-b4af-0eefb139a9b6 · outbound

This paper cites Scaling recti- fied flow transformers for high-resolution image synthesis.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Scaling recti- fied flow transformers for high-resolution image synthesis

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Observation 7c33c5bd-ff65-4071-b090-ac3deb740080 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.NeurIPS, 30, 2017.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Gans trained by a two time-scale update rule converge to a local nash equilib- rium.NeurIPS, 30, 2017

Reference 17

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Observation 42b45c8c-d465-4491-9962-27d9b97fe3c8 · outbound

This paper cites Denoising diffu- sion probabilistic models.Advances in Neural Information Processing Systems, 33:6840–6851, 2020.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Denoising diffu- sion probabilistic models.Advances in Neural Information Processing Systems, 33:6840–6851, 2020

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This paper cites Text-Aware Real-World Image Super-Resolution via Diffusion Model with Joint Segmentation Decoders.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Text-Aware Real-World Image Super-Resolution via Diffusion Model with Joint Segmentation Decoders

Reference 19

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Observation bc606baa-e225-4427-8c33-732e9a90ecee · outbound

This paper cites Prestu: Pre-training for scene-text understanding.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Prestu: Pre-training for scene-text understanding

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Observation a2d60cf0-07e9-4a41-8e75-b559c9fde05b · outbound

This paper cites Auto-Encoding Variational Bayes.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Auto-Encoding Variational Bayes

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Observation c166ea59-cb96-4089-95a1-bbe7815e4cf4 · outbound

This paper cites RIPE: Reinforcement Learning on Unlabeled Image Pairs for Ro- bust Keypoint Extraction.arXiv, 2025.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance RIPE: Reinforcement Learning on Unlabeled Image Pairs for Ro- bust Keypoint Extraction.arXiv, 2025

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Observation be8d879f-a4fb-4f96-a016-5755649661b4 · outbound

This paper cites PP-OCRv3: More Attempts for the Improvement of Ultra Lightweight OCR System.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance PP-OCRv3: More Attempts for the Improvement of Ultra Lightweight OCR System

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This paper cites Navigation-guided sparse scene representation for end-to-end autonomous driving.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Navigation-guided sparse scene representation for end-to-end autonomous driving

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Learning generative structure prior for blind text image super-resolution

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Lsdir: A large scale dataset for image restoration

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Diff- bir: Toward blind image restoration with generative diffusion prior

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Observation b3930b09-82d0-4dd2-88ee-de562766c2c5 · outbound

This paper cites Decoupled Weight Decay Regularization.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Decoupled Weight Decay Regularization

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Object recognition from local scale-invariant features

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance A text atten- tion network for spatial deformation robust scene text image super-resolution

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance A benchmark for chinese-english scene text im- age super-resolution

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Plugnet: Degrada- tion aware scene text recognition supervised by a pluggable super-resolution unit

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Hierarchical Text-Conditional Image Generation with CLIP Latents

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Addison-Wesley Longman Publishing Co., Inc.,

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance High-resolution image syn- thesis with latent diffusion models

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Photorealistic text-to-image diffusion models with deep language understanding.Advances in neural information processing systems, 35:36479–36494, 2022

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Text-diae: a self-supervised degradation invariant autoencoder for text recognition and document enhancement

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance A scene-text synthesis engine achieved through learning from decomposed real-world data.IEEE Transactions on Image Processing, 32:5837–5851, 2023

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Anytext: Multilingual visual text genera- tion and editing

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Multi-task dif- fusion model for simultaneous text and image inpainting

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Exploiting diffusion prior for real-world image super-resolution.IJCV, 132(12):5929– 5949, 2024

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Textsr: Content-aware text super-resolution guided by recognition.arXiv preprint,

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Scene text image super-resolution in the wild

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Real-esrgan: Training real-world blind super-resolution with pure synthetic data

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Sinsr: diffusion-based image super- resolution in a single step

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance One-step effective diffusion network for real-world image super-resolution.NeurIPS, 37:92529–92553, 2024

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Seesr: Towards semantics-aware real-world image super-resolution

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Pixel-aware stable diffusion for realistic im- age super-resolution and personalized stylization

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Hi-sam: Marrying segment anything model for hierarchical text segmentation

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Scaling up to excellence: Practicing model scaling for photo- realistic image restoration in the wild

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study

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Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Chinese text recognition with a pre-trained clip-like model through image-ids aligning

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Observation 4fd39a34-b503-409a-bc34-4a3974267e90 · outbound

This paper cites Resshift: Efficient diffusion model for image super- 10 resolution by residual shifting.NeurIPS, 36:13294–13307,.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Resshift: Efficient diffusion model for image super- 10 resolution by residual shifting.NeurIPS, 36:13294–13307,

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:34.818672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f24f488-9b6f-4643-8ea1-417da3701a5f · outbound

This paper cites A normalized levenshtein distance metric.TPAMI, 29(6):1091–1095, 2007.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance A normalized levenshtein distance metric.TPAMI, 29(6):1091–1095, 2007

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:34.866274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2dfb829-8879-45cf-b4c0-c7558092e146 · outbound

This paper cites Designing a practical degradation model for deep blind image super-resolution.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Designing a practical degradation model for deep blind image super-resolution

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:34.992679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca9d5dc9-8ee9-4cda-a369-8625cb875a5b · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Adding conditional control to text-to-image diffusion models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:35.064112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa1795bb-ebc3-4bfa-87e8-f7ed0c2ad58e · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance The unreasonable effectiveness of deep features as a perceptual metric

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:35.137372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a09e546a-66b0-43dd-a195-e909e50655e9 · outbound

This paper cites Diffusion-based blind text image super-resolution.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Diffusion-based blind text image super-resolution

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:35.223800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3222ed53-4ab9-46f4-8a63-a2372e7a2c78 · outbound

This paper cites Artbank: Artistic style transfer with pre-trained diffusion model and implicit style prompt bank.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Artbank: Artistic style transfer with pre-trained diffusion model and implicit style prompt bank

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:35.340971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78ad9f21-1b4f-4d7a-9e79-c51d45818f7d · outbound

This paper cites an unresolved cited work.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:35.415603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1893056b-f313-4214-9503-45db8e2872c1 · outbound

This paper cites an unresolved cited work.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:35.489374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 748a2c85-054e-45e6-ac00-f406aae0ac77 · outbound

This paper cites 5.1 and Sec.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance 5.1 and Sec

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:35.579021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d882a1e-211d-46ab-be18-6b5faf7a7a29 · outbound

This paper cites 4 and Sec.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance 4 and Sec

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:35.688612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation defd6b68-c4fb-406a-8c9c-bd40f7b7a1c2 · outbound

This paper cites an unresolved cited work.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:35.764990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cea1a4a-9000-4d19-aa9b-0100f7d06dc2 · outbound

This paper cites All wording and factual content were reviewed and approved by the au- thors.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance All wording and factual content were reviewed and approved by the au- thors

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:35.826491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a58c2cf-736a-4cda-b454-17c75dbc077c · outbound

This paper cites We first use PP-OCRV5 [7] for the rough annotation, then we manually filter the images and annotations.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance We first use PP-OCRV5 [7] for the rough annotation, then we manually filter the images and annotations

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:35.924205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fe5d8c3-568c-423e-83bb-8c1ff23d6ba6 · outbound

This paper cites Our synthetic dataset builds upon LSDIR [26], con- taining 27,000 triplets(x H , xL, xm).

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Our synthetic dataset builds upon LSDIR [26], con- taining 27,000 triplets(x H , xL, xm)

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:36.042595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23485b49-bc97-4686-af4a-901a53855642 · outbound

This paper cites 7, we provide detailed statistics on the composition of the UZ-ST dataset.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance 7, we provide detailed statistics on the composition of the UZ-ST dataset

Reference 68

Resolution: malformed identifier; no resolver link, observed 2026-08-04T08:19:36.143455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 959de467-f888-473e-a592-f7d1367a4c3f · outbound

This paper cites During the comparison, we implement our strategy using SIFT and uti- lize the raw images from the 35mm dataset of our proposed UZ-ST dataset for evaluation.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance During the comparison, we implement our strategy using SIFT and uti- lize the raw images from the 35mm dataset of our proposed UZ-ST dataset for evaluation

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:36.214091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 357c050c-096c-4d3c-97af-4c68efe1d752 · outbound

This paper cites an unresolved cited work.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-04T08:19:36.296738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38043389-953e-4edd-b6c2-2fdba5aedb73 · outbound

This paper cites 9, stage 1 is a standard diffusion process that takes multiple steps in inference, the efficiency of our model may be suboptimal compared to one-step methods.

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance 9, stage 1 is a standard diffusion process that takes multiple steps in inference, the efficiency of our model may be suboptimal compared to one-step methods

Reference 71

Resolution: malformed identifier; no resolver link, observed 2026-08-04T08:19:36.399257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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