4 citations · 8 across the 5 of their papers we have counts for
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Handwritten Text Recognition Lives in the High-Pixel Variance Subspace
Carlos Garrido-Munoz, Jorge Calvo-Zaragoza
In self-supervised pretraining for Handwritten Text Recognition (HTR), pixel reconstruction methods outperform contrastive methods, unlike in natural-image classification. We argue…
Zero-Shot Synthetic-to-Real Handwritten Text Recognition via Task Analogies
Carlos Garrido-Munoz, Aniello Panariello, Silvia Cascianelli +4
Handwritten Text Recognition (HTR) models trained on synthetic handwriting often struggle to generalize to real text, and existing adaptation methods still require real samples fro…
Handwritten Text Recognition: A Survey
Carlos Garrido-Munoz, Antonio Rios-Vila, Jorge Calvo-Zaragoza
Handwritten Text Recognition (HTR) has become an essential field within pattern recognition and machine learning, with applications spanning historical document preservation to mod…
Region-based Layout Analysis of Music Score Images
Francisco J. Castellanos, Carlos Garrido-Munoz, Antonio Ríos-Vila +1
The Layout Analysis (LA) stage is of vital importance to the correct performance of an Optical Music Recognition (OMR) system. It identifies the regions of interest, such as staves…