Results 131 to 140 of about 42,098,161 (146)
Some of the next articles are maybe not open access.
Proceedings of the ACM Symposium on Document Engineering 2020, 2020
Offline Handwritten Text Recognition (HTR) is a task that offers a challenge in computer vision, where images are the only source of information. In fact, several approaches to optical models have been developed, such as through of Hidden Markov Model (HMM) or recurrent Bidirectional/Multidimensional layers.
Arthur Flor de Sousa Neto +3 more
openaire +1 more source
Offline Handwritten Text Recognition (HTR) is a task that offers a challenge in computer vision, where images are the only source of information. In fact, several approaches to optical models have been developed, such as through of Hidden Markov Model (HMM) or recurrent Bidirectional/Multidimensional layers.
Arthur Flor de Sousa Neto +3 more
openaire +1 more source
Spike-HTR: Spiking Neural Transformer for Handwritten Text Recognition
Handwritten Text Recognition (HTR) is computationally imbalanced in two ways: most image pixels are background, and many width-axis sequence positions are blank-dominated. This creates a mismatch for Spiking Neural Networks (SNNs): handwriting is observed as a static image, whereas spiking computation unfolds over timesteps.Liang, Xiubo +5 more
openaire +1 more source
HTR-HSS: Hybrid State-Space Modeling for Offline Handwritten Text Recognition
To address the quadratic computational cost of self-attention in Offline Handwritten Text Recognition (HTR), we propose HTR-HSS, a parameter-efficient hybrid architecture for efficient long-sequence modeling. The proposed model combines a lightweight CSP-UNet backbone for multi-scale visual feature extraction, a temporal downsampling module for ...Yuan Pan +3 more
openaire +1 more source
Handwritten Text Recognition (HTR) and manuscript studies
In the lecture fundamentals of manuscript studies in Digital Humanities framework were addressed, followed by in-deep demonstration of logic and models of HTR.openaire
End-to-End page-Level assessment of handwritten text recognition
Pattern Recognition, 2023Alejandro Héctor Toselli +2 more
exaly
Deep Neural Network Optimization for Handwritten Text Recognition
Advances in Intelligent Systems and Computing, 2021S Indu
exaly