VISCOM: A robust video summarization approach using color co-occurrence matrices

MV Mussel Cirne, H Pedrini - Multimedia Tools and Applications, 2018 - Springer
Video summarization techniques have allowed the content analysis of large volumes of
digital video sequences of different categories, such as movies, documentaries, lectures …

Static video summarization based on genetic algorithm and deep learning approach

A Benoughidene, F Titouna, A Boughida - Multimedia Tools and …, 2024 - Springer
The development of information technology has led to the rise of big data. A large portion of
this big data comes in the form of video information. The automatic analysis of this …

Salsum: Saliency-based video summarization using generative adversarial networks

G Pantazis, G Dimas, DK Iakovidis - arXiv preprint arXiv:2011.10432, 2020 - arxiv.org
The huge amount of video data produced daily by camera-based systems, such as
surveilance, medical and telecommunication systems, emerges the need for effective video …

MSKVS: Adaptive mean shift-based keyframe extraction for video summarization and a new objective verification approach

R Hannane, A Elboushaki, K Afdel - Journal of Visual Communication and …, 2018 - Elsevier
Video abstraction is an interesting topic that aims at briefly representing the entire video
stream by producing a short summary either statically or dynamically. In this paper, we …

[PDF][PDF] Video Summarization Approach Based on Binary Robust Invariant Scalable Keypoints and Bisecting K-Means.

S Zarif, E Morad, K Amin, A Alharbi… - … Materials & Continua, 2024 - cdn.techscience.cn
Due to the exponential growth of video data, aided by rapid advancements in multimedia
technologies. It became difficult for the user to obtain information from a large video series …

Improvement of global motion estimation in two‐dimensional digital video stabilisation methods

MR e Souza, LFR da Fonseca… - IET Image Processing, 2018 - Wiley Online Library
A large amount of video content has been produced by compact and portable cameras.
Several applications have been benefited from such growth of multimedia data, such as …

Motion energy image for evaluation of video stabilization

M Roberto e Souza, H Pedrini - The Visual Computer, 2019 - Springer
Large volumes of video content have been generated through the development of compact
and portable cameras. Examples of applications that have been benefited from such growth …

Video temporal segmentation based on color histograms and cross-correlation

AC Sousa e Santos, H Pedrini - … , CIARP 2016, Lima, Peru, November 8 …, 2017 - Springer
Several fields of knowledge generate and consume massive volumes of videos, such as
entertainment, telemedicine, surveillance and security. The rapid growth in the demand for …

Adaptive video shot detection improved by fusion of dissimilarity measures

ACS e Santos, H Pedrini - 2016 IEEE International Conference …, 2016 - ieeexplore.ieee.org
Due to the large amount of videos generated through several data sources, the development
of efficient mechanisms for storing, indexing, retrieving and visualizing their content is a …

Adaptive video transition detection based on multiscale structural dissimilarity

AC Sousa e Santos, H Pedrini - … Symposium, ISVC 2016, Las Vegas, NV …, 2016 - Springer
The fast growth in the acquisition and dissemination of videos has driven the development of
diverse multimedia applications, such as interactive broadcasting, entertainment …