Nonintrusive and automatic quantitative analysis methods for fish behaviour in aquaculture

J Liu, F Bienvenido, X Yang, Z Zhao… - Aquaculture …, 2022 - Wiley Online Library
In aquaculture, accurate and automatic quantification of fish behaviour can provide useful
data input for production management and decision‐making. In recent years, with the focus …

Docemul: a toolkit to generate structured historical documents

S Capobianco, S Marinai - 2017 14th IAPR International …, 2017 - ieeexplore.ieee.org
We propose a toolkit to generate structured synthetic documents emulating the actual
document production process. Synthetic documents can be used to train systems to perform …

Combination of deep neural networks and logical rules for record segmentation in historical handwritten registers using few examples

S Tarride, A Lemaitre, B Coüasnon… - International Journal on …, 2021 - Springer
This work focuses on the layout analysis of historical handwritten registers, in which local
religious ceremonies were recorded. The aim of this work is to delimit each record using few …

Deep neural networks for record counting in historical handwritten documents

S Capobianco, S Marinai - Pattern recognition letters, 2019 - Elsevier
In this work, we study the use of Convolutional Neural Networks for counting the number of
records in each page of an historical handwritten document. The initial network training is …

Rank-reducing two-dimensional grammars for document layout analysis

D Průša, A Fujiyoshi - 2017 14th IAPR International Conference …, 2017 - ieeexplore.ieee.org
We study the task of document layout analysis based on two-dimensional context-free
grammars. We first identify a subclass of the grammars sufficient for a document structure …

Layout analysis of PDF documents by two-dimensional grammars for the production of accessible textbooks

K Kohase, S Nakamura, A Fujiyoshi - … 2020, Lecco, Italy, September 9–11 …, 2020 - Springer
This paper proposes the use of two-dimensional context-free grammars (2DCFGs) for layout
analysis of PDF documents. In Japan, audio textbooks have been available for students with …

Deep Learning Methods for Document Image Understanding

S Capobianco - 2020 - flore.unifi.it
Document image understanding involves several tasks including, among others, the layout
analysis of historical handwritten and the symbol recognition in graphical documents. The …

Two-Dimensional Rank-Reducing Grammars and Their Complexity.

D PRUŠA - Journal of Automata, Languages & …, 2023 - search.ebscohost.com
We study properties of a two-dimensional grammar introduced recently for use in document
analysis and recognition. The grammar is obtained from the two-dimensional context-free …

Complexity of Two-Dimensional Rank-Reducing Grammars

D Průša - Descriptional Complexity of Formal Systems: 22nd …, 2020 - Springer
We study properties of a two-dimensional grammar introduced recently for use in document
analysis and recognition. The grammar is obtained from the two-dimensional context-free …

[PDF][PDF] Methods for Structural Pattern Recognition: Complexity and Applications

D Průša - 2018 - dspace.cvut.cz
The thesis comprises a collection of selected publications preceded by an introductory text. It
studies methods for structural analysis, which is a stage of structural pattern recognition. Two …