Two stream multi-layer convolutional network for keyframe-based video summarization

K Khurana, U Deshpande - Multimedia Tools and Applications, 2023 - Springer
In this paper, we propose an unsupervised static video summarization method that extracts
keyframes representing the entire video. A two-stream method is presented, that extracts …

A keyframe extraction using hdbscan with particle swarm optimization

M Dhanushree, R Priya, P Aruna… - 2023 10th International …, 2023 - ieeexplore.ieee.org
Currently video summarization is an emerging research field. Video summarization which is
also termed as Keyframe extraction provides an abstract view of the original video. It aims in …

Supervised video genre classification using optimum-path forest

GB Martins, J Almeida, JP Papa - … , November 9-12, 2015, Proceedings 20, 2015 - Springer
Multimedia-content classification has been paramount in the last years, mainly because of
the massive data accessed daily. Video-based retrieval and recommendation systems have …

Recent advances on optimum-path forest for data classification: Supervised, semi-supervised, and unsupervised learning

JP Papa, WP Amorim, AX Falcao… - Handbook of Pattern …, 2016 - World Scientific
Although one can find several pattern recognition techniques out there, there is still room for
improvements and new approaches. In this book chapter, we revisited the Optimum-Path …

[PDF][PDF] Classificaçao de anomalias e reduçao de falsos positivos em sistemas de detecçao de intrusao baseados em rede utilizando métodos de agrupamento

VO Ferreira - 2016 - repositorio.unesp.br
Os Sistemas de Detecção de Intrusão baseados em rede (NIDS) são tradicionalmente
divididos em dois tipos de acordo com os métodos de detecção que empregam, a saber:(i) …