Accelerating substructure similarity search for formula retrieval
Formula retrieval systems using substructure matching are effective, but suffer from slow
retrieval times caused by the complexity of structure matching. We present a specialized …
retrieval times caused by the complexity of structure matching. We present a specialized …
ScanSSD: Scanning single shot detector for mathematical formulas in PDF document images
We introduce the Scanning Single Shot Detector (ScanSSD) for locating math formulas
offset from text and embedded in textlines. ScanSSD uses only visual features for detection …
offset from text and embedded in textlines. ScanSSD uses only visual features for detection …
[PDF][PDF] Mathematical information retrieval
A Aizawa, M Kohlhase - … and Access Tasks: NTCIR's Legacy of …, 2021 - library.oapen.org
We present an overview of the NTCIR Math Tasks organized during NTCIR-10, 11, and 12.
These tasks are primarily dedicated to techniques for searching mathematical content with …
These tasks are primarily dedicated to techniques for searching mathematical content with …
A math formula extraction and evaluation framework for PDF documents
We present a processing pipeline for math formula extraction in PDF documents that takes
advantage of character information in born-digital PDFs (eg, created using or Word). Our …
advantage of character information in born-digital PDFs (eg, created using or Word). Our …
Equation attention relationship network (EARN): A geometric deep metric framework for learning similar math expression embedding
Representational Learning in the form of high dimensional embeddings have been used for
multiple pattern recognition applications. There has been a significant interest in building …
multiple pattern recognition applications. There has been a significant interest in building …
[HTML][HTML] Discriminative estimation of probabilistic context-free grammars for mathematical expression recognition and retrieval
We present a discriminative learning algorithm for the probabilistic estimation of two-
dimensional probabilistic context-free grammars (2D-PCFG) for mathematical expressions …
dimensional probabilistic context-free grammars (2D-PCFG) for mathematical expressions …
Regional forestry economic evaluation based on neural network and fuzzy model
X Ma, X Chen, Y Geng - Journal of Intelligent & Fuzzy Systems, 2021 - content.iospress.com
In the process of people's development, many resources in natural resources provide
convenience and help for people's survival and development, and forest is an important part …
convenience and help for people's survival and development, and forest is an important part …
Synthetic Data Generation for Semantic Segmentation of Lecture Videos
Lecture videos have become a great resource for students and teachers. These videos are a
vast information source, but most search engines only index them by their audio. To make …
vast information source, but most search engines only index them by their audio. To make …
MathUSE: Mathematical information retrieval system using universal sentence encoder model
In the scientific field, mathematical formulae are a significant factor in communicating the
ideas and the fundamental principles of any scientific knowledge. Nowadays, the scientific …
ideas and the fundamental principles of any scientific knowledge. Nowadays, the scientific …
[图书][B] Spatial vs. Graph-Based Formula Retrieval
R Avenoso - 2021 - search.proquest.com
Recently math formula search engines have become a useful tool for novice users learning
a new topic. While systems exist already with the ability to do formula retrieval, they rely on …
a new topic. While systems exist already with the ability to do formula retrieval, they rely on …