A study on various methods used for video summarization and moving object detection for video surveillance applications

A Senthil Murugan, K Suganya Devi… - Multimedia Tools and …, 2018 - Springer
With the advancement in digital video technology, video surveillance has been playing its
vital role for ensuring safety and security. The surveillance systems are deployed in wide …

Unsupervised video summarization via relation-aware assignment learning

J Gao, X Yang, Y Zhang, C Xu - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We address the problem of unsupervised video summarization that automatically selects key
video clips. Most state-of-the-art approaches suffer from two issues:(1) they model video …

Query-aware sparse coding for web multi-video summarization

Z Ji, Y Ma, Y Pang, X Li - Information Sciences, 2019 - Elsevier
Given the explosive growth of online videos, it is becoming increasingly important to relieve
the tedious work of browsing and managing the video content of interest. Video …

Fine-grained land use classification at the city scale using ground-level images

Y Zhu, X Deng, S Newsam - IEEE Transactions on Multimedia, 2019 - ieeexplore.ieee.org
Multimedia researchers have exploited large collections of community-contributed geo-
referenced images to better understand a particular image, such as its subject matter or …

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 …

Multilevel model for video object segmentation based on supervision optimization

Y Chen, C Hao, AX Liu, E Wu - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this work, we present a supervised object segmentation algorithm for unconstrained
video. Instead of arbitrarily picking a few frames for manual labeling, as in many existing …

DeepQAMVS: Query-aware hierarchical pointer networks for multi-video summarization

S Messaoud, I Lourentzou, A Boughoula… - Proceedings of the 44th …, 2021 - dl.acm.org
The recent growth of web video sharing platforms has increased the demand for systems
that can efficiently browse, retrieve and summarize video content. Query-aware multi-video …

Latency-aware adaptive video summarization for mobile edge clouds

Y Wang, Y Dong, S Guo, Y Yang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
With the technological advances in wireless multimedia domain, these videos made by
mobile edge devices dominate network traffics. The video summarization technology …

Deepdive: A learning-based approach for virtual camera in immersive contents

M Irfan, M Munsif - Virtual Reality & Intelligent Hardware, 2022 - Elsevier
A 360° video stream provide users a choice of viewing one's own point of interest inside the
immersive contents. Performing head or hand manipulations to view the interesting scene in …

Gps2vec: Pre-trained semantic embeddings for worldwide gps coordinates

Y Yin, Y Zhang, Z Liu, S Wang, RR Shah… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
GPS coordinates are fine-grained location indicators that are difficult to be effectively utilized
by classifiers in geo-aware applications. Previous GPS encoding methods concentrate on …