Writer Retrieval

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

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Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

7 shown of 7 papers with code (15 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Online Writer Retrieval with Chinese Handwritten Phrases: A Synergistic Temporal-Frequency Representation Learning Approach
  16 Dec 2024 1 repository listed
  Second, to address data deficit, we introduce OLIWER, a large-scale online writer retrieval dataset encompassing over 670, 000 Chinese handwritten phrases from 1, 731 individuals.
• SAGHOG: Self-Supervised Autoencoder for Generating HOG Features for Writer Retrieval
  26 Apr 2024 1 repository listed
  This paper introduces SAGHOG, a self-supervised pretraining strategy for writer retrieval using HOG features of the binarized input image.
• Feature Mixing for Writer Retrieval and Identification on Papyri Fragments
  22 Jun 2023 1 repository listed
  This paper proposes a deep-learning-based approach to writer retrieval and identification for papyri, with a focus on identifying fragments associated with a specific writer and those corresponding to the same image.
• Towards Writer Retrieval for Historical Datasets
  9 May 2023 1 repository listed
  Our approach is evaluated on two historical datasets (Historical-WI and HisIR19).
• Evaluating Synthetic Pre-Training for Handwriting Processing Tasks
  4 Apr 2023 1 repository listed
  In this work, we explore massive pre-training on synthetic word images for enhancing the performance on four benchmark downstream handwriting analysis tasks.
• WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models
  29 Mar 2023 1 repository listed
  Our proposed method is able to generate realistic word image samples from different writer styles, by using class index styles and text content prompts without the need of adversarial training, writer recognition, or…
• ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents
  8 Dec 2019 1 repository listed
  This competition investigates the performance of large-scale retrieval of historical document images based on writing style.