Video big data analytics in the cloud: A reference architecture, survey, opportunities, and open research issues

A Alam, I Ullah, YK Lee - IEEE Access, 2020 - ieeexplore.ieee.org
The proliferation of multimedia devices over the Internet of Things (IoT) generates an
unprecedented amount of data. Consequently, the world has stepped into the era of big …

Multifeature fusion action recognition based on key frames

Y Zhao, H Guo, L Gao, H Wang, J Zheng… - Concurrency and …, 2023 - Wiley Online Library
As an important technology in computer vision, video‐based human action recognition has a
great commercial value, which has attracted extensive attention in the field of computer …

Redundancy elimination in video summarization

H Bhaumik, S Bhattacharyya, S Chakraborty - Image Feature Detectors …, 2016 - Springer
Video summarization is a task which aims at presenting the contents of a video to the user in
a succinct manner so as to reduce the retrieval and browsing time. At the same time …

Real-time storyboard generation in videos using a probability distribution based threshold

H Bhaumik, S Bhattacharyya, MD Nath… - 2015 Fifth …, 2015 - ieeexplore.ieee.org
Storyboard generation in real-time is a task which aims at producing a meaningful summary
of a video in a duration which is comparable to its length. The main challenge in real-time …

Enhancement of perceptual quality in static video summarization using minimal spanning tree approach

H Bhaumik, S Bhattacharyya, M Das… - … Conference on Signal …, 2015 - ieeexplore.ieee.org
A video summarization technique is proposed in this work using minimal spanning tree
(MST) of data points. The data points correspond to image frames of a shot in the video …

Content coverage and redundancy removal in video summarization

H Bhaumik, S Bhattacharyya… - Intelligent Analysis of …, 2017 - igi-global.com
Over the past decade, research in the field of Content-Based Video Retrieval Systems
(CBVRS) has attracted much attention as it encompasses processing of all the other media …

FASUM: Feature Accelerated Single-Video Summarization

MT Fathima, S Chitrakala - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
Plenty of video stuff is created, broadcasted, shared and stored each and every day by
industry experts, beginners, and hobbyists. Video summaries aim at showcasing the …

An improved algorithm for video abstract

J Zhang, Q Li, W Shen, S Chen - … 2016, Hong Kong, China, November 18 …, 2017 - Springer
In this paper, we study the foreground object extraction, the trajectory extraction, the
trajectory combination optimization and other key technologies of the surveillance video …

2 Keyframe selection for video indexing using an approximate minimal spanning tree

H Bhaumik, S Bhattacharyya, S Sur… - Machine Learning for …, 2019 - degruyter.com
Video summarization is an important field of research in content-based video retrieval. One
of the major objectives in this domain has been to generate the summary of a given video in …

A framework for cardio-pulmonary resuscitation (CPR) scene retrieval from medical simulation videos based on object and activity detection.

AP Madhusoodhanan Sathik - 2018 - ir.library.louisville.edu
In this thesis, we propose a framework to detect and retrieve CPR activity scenes from
medical simulation videos. Medical simulation is a modern training method for medical …