[图书][B] High Performance Video Stream Analytics System for Object Detection and Classification

MU Yaseen - 2021 - search.proquest.com
Due to the recent advances in cameras, cell phones and camcorders, particularly the
resolution at which they can record an image/video, large amounts of data are generated …

[PDF][PDF] An Object Detection and Classification Framework for High Performance Video Analytics

D NUNE - 2019 - ijsetr.com
Recent past has observed a rapid increase in the availability of inexpensive video cameras
producing good quality videos. The video streams coming from these cameras need to be …

Video stream analysis in clouds: An object detection and classification framework for high performance video analytics

A Anjum, T Abdullah, MF Tariq, Y Baltaci… - … on Cloud Computing, 2016 - ieeexplore.ieee.org
Object detection and classification are the basic tasks in video analytics and become the
starting point for other complex applications. Traditional video analytics approaches are …

Object detection and classification from compressed video streams

S Joshi, S Ojo, S Yadav, P Gulia, NS Gill… - Expert …, 2023 - Wiley Online Library
Video Analytics is widely used by the internet‐based platforms to govern the mass
consumption of videos. Traditionally, it is carried out from the decoded format of the videos …

Modeling and analysis of a deep learning pipeline for cloud based video analytics

MU Yaseen, A Anjum, N Antonopoulos - Proceedings of the Fourth IEEE …, 2017 - dl.acm.org
Video analytics systems based on deep learning approaches are becoming the basis of
many widespread applications including smart cities to aid people and traffic monitoring …

Cloud-based scalable object detection and classification in video streams

MU Yaseen, A Anjum, O Rana, R Hill - Future Generation Computer …, 2018 - Elsevier
Due to the recent advances in cameras, cell phones and camcorders, particularly the
resolution at which they can record an image/video, large amounts of data are generated …

Cloud‐based video analytics using convolutional neural networks

MU Yaseen, A Anjum, M Farid… - Software: Practice and …, 2019 - Wiley Online Library
Object classification is a vital part of any video analytics system, which could aid in complex
applications such as object monitoring and management. Traditional video analytics …

Module for real-time object detection in video stream

V Antošík - 2020 - dspace.cuni.cz
Over the last few years surveillance cameras have become ubiquitous. With so many
cameras, analyzing the output manually has become very laborious and inefficient. In recent …

Deep-learning models based video classification

SK Jarallah, SA Mahmood - AIP Conference Proceedings, 2023 - pubs.aip.org
Generally, a set of frames represents a video structure, clips, or scenes. A segmentation
process including breaking down a video sequence into its main components should pre …

[PDF][PDF] Real-time Object Detection in Video Streams: A Comparative Study of Computer Vision Approaches

T Li, L Sun, W Zhang, J Liu, M Chen, X Wang, Y Zhao… - researchgate.net
With the prevalence of video material, the problem of real-time object recognition has
become crucial, finding applications in several fields such as surveillance and driverless …