Search Results for author: Jose J. Valero-Mas

Found 4 papers, 1 papers with code

Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition

no code implementations17 Apr 2024 Carlos Penarrubia, Carlos Garrido-Munoz, Jose J. Valero-Mas, Jorge Calvo-Zaragoza

Handwritten Text Recognition (HTR) is a relevant problem in computer vision, and implies unique challenges owing to its inherent variability and the rich contextualization required for its interpretation.

Handwritten Text Recognition HTR +1

Multilabel Prototype Generation for Data Reduction in k-Nearest Neighbour classification

1 code implementation22 Jul 2022 Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra

Prototype Generation (PG) methods are typically considered for improving the efficiency of the $k$-Nearest Neighbour ($k$NN) classifier when tackling high-size corpora.

Late multimodal fusion for image and audio music transcription

no code implementations6 Apr 2022 María Alfaro-Contreras, Jose J. Valero-Mas, José M. Iñesta, Jorge Calvo-Zaragoza

When addressing this challenge in computational terms, the MIR community follows two lines of research: music documents, which is the case of Optical Music Recognition (OMR), or audio recordings, which is the case of Automatic Music Transcription (AMT).

Information Retrieval Music Information Retrieval +2

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