On the use of deep learning for video classification

A Ur Rehman, SB Belhaouari, MA Kabir, A Khan - Applied Sciences, 2023 - mdpi.com
The video classification task has gained significant success in the recent years. Specifically,
the topic has gained more attention after the emergence of deep learning models as a …

Multimodal movie recommendation system using deep learning

Y Mu, Y Wu - Mathematics, 2023 - mdpi.com
Recommendation systems, the best way to deal with information overload, are widely
utilized to provide users with personalized content and services with high efficiency. Many …

Video index point detection and extraction framework using custom YoloV4 Darknet object detection model

M Mahrishi, S Morwal, AW Muzaffar, S Bhatia… - IEEE …, 2021 - ieeexplore.ieee.org
The trend of learning from videos instead of documents has increased. There could be
hundreds and thousands of videos on a single topic, with varying degrees of context …

Movie title extraction and script separation using shallow convolution neural network

M Ghosh, SS Roy, H Mukherjee, SM Obaidullah… - IEEE …, 2021 - ieeexplore.ieee.org
Graphical texts in natural images play an important role in portraying information in
multitudinous fields such as communication, education, and entertainment to name a few …

[PDF][PDF] Transfer learning based performance comparison of the pre-trained deep neural networks

JS Kumar, S Anuar, NH Hassan - International Journal of Advanced …, 2022 - eprints.utm.my
Deep learning has grown tremendously in recent years, having a substantial impact on
practically every discipline. Transfer learning allows us to transfer the knowledge of a model …

VSTAR: visual semantic thumbnails and tAgs revitalization

S Carta, A Giuliani, L Piano, AS Podda… - Expert Systems with …, 2022 - Elsevier
Nowadays, video-sharing portals' popularity has entailed massive growth in data uploads
over the Internet. For several applications (eg, browsing, retrieval, or recommendation of …

Movie tag prediction: An extreme multi-label multi-modal transformer-based solution with explanation

M Guarascio, M Minici, FS Pisani… - Journal of Intelligent …, 2024 - Springer
Providing rich and accurate metadata for indexing media content is a crucial problem for all
the companies offering streaming entertainment services. These metadata are commonly …

Automatic Movie Tag Generation System for Improving the Recommendation System

H Park, S Yong, Y You, S Lee, IY Moon - Applied Sciences, 2022 - mdpi.com
As the content industry develops, the demand for movie content is increasing. Accordingly,
the content industry is actively developing super-personalized recommendation systems that …

Index point detection for text summarization using cosine similarity in educational videos

R Sharma, M Mahrishi, S Morwal… - IOP Conference Series …, 2021 - iopscience.iop.org
Explosive growth in digital content creates a trend of video-based learning and knowledge
sharing. Several educational videos are shared by various trainers/bloggers/instructors …

Predicting actions in videos and action-based segmentation using deep learning

FA Memon, UA Khan, A Shaikh, A Alghamdi… - IEEE …, 2021 - ieeexplore.ieee.org
In this paper, we propose a technique to recognize multiple actions in a video using deep
learning. The proposed approach is concerned with interpreting the overall context of a …