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Leveraging BERT for extractive text summarization on lectures
D Miller - arxiv preprint arxiv:1906.04165, 2019 - arxiv.org
In the last two decades, automatic extractive text summarization on lectures has
demonstrated to be a useful tool for collecting key phrases and sentences that best …
demonstrated to be a useful tool for collecting key phrases and sentences that best …
[HTML][HTML] Automatic prediction of presentation style and student engagement from videos
Presentation style is an important dimension to be considered for delivering lectures or
presentations. It affects the quality of the content delivery as well as the engagement of the …
presentations. It affects the quality of the content delivery as well as the engagement of the …
Fcn-lecturenet: extractive summarization of whiteboard and chalkboard lecture videos
Recording and sharing of educational or lecture videos has increased in recent years.
Within these recordings, we find a large number of math-oriented lectures and tutorials …
Within these recordings, we find a large number of math-oriented lectures and tutorials …
A comprehensive study of automatic video summarization techniques
D Gupta, A Sharma - Artificial Intelligence Review, 2023 - Springer
Video summarization deals with the generation of a condensed version of the original video
by including meaningful frames or segments while eliminating redundant information. The …
by including meaningful frames or segments while eliminating redundant information. The …
Mining text from natural scene and video images: A survey
In computer terminology, mining is considered as extracting meaningful information or
knowledge from a large amount of data/information using computers. The meaningful …
knowledge from a large amount of data/information using computers. The meaningful …
Lecture video automatic summarization system based on DBNet and Kalman filtering
F Sun, X Tian - Mathematical Problems in Engineering, 2022 - Wiley Online Library
Video summarization for educational scenarios aims to extract and locate the most
meaningful frames from the original video based on the main contents of the lecture video …
meaningful frames from the original video based on the main contents of the lecture video …
Generalized framework for summarization of fixed-camera lecture videos by detecting and binarizing handwritten content
We propose a framework to extract and binarize handwritten content in lecture videos. The
extracted content could potentially be used to index video collections powering content …
extracted content could potentially be used to index video collections powering content …
Automated whiteboard lecture video summarization by content region detection and representation
Lecture videos are rapidly becoming an invaluable source of information for students across
the globe. Given the large number of online courses currently available, it is important to …
the globe. Given the large number of online courses currently available, it is important to …
Automatic classification of learning material styles
B Aquino, JF de Souza… - Revista Brasileira de …, 2023 - journals-sol.sbc.org.br
Although video lessons are often used in diverse areas, the lack of a common approach to
defining and classifying their styles results in using many different models for these …
defining and classifying their styles results in using many different models for these …
Content extraction from lecture video via speaker action classification based on pose information
Online lecture videos are increasingly important e-learning materials for students.
Automated content extraction from lecture videos facilitates information retrieval applications …
Automated content extraction from lecture videos facilitates information retrieval applications …