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A surveillance video analysis and storage scheme for scalable synopsis browsing

Shizheng Wang, Jianwei Yang, Yanyun Zhao, Anni Cai, Stan Z. Li
2011 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops)  
We propose a framework for efficient storing and scalable browsing of surveillance video based on video synopsis.  ...  Our framework employs a novel synopsis analysis scheme named Detail-based video synopsis to generate a set of object flags to store and browse surveillance video synopsis.  ...  The authors also thank Yi Ding for some translation work.  ... 
doi:10.1109/iccvw.2011.6130487 dblp:conf/iccvw/WangYZCL11 fatcat:g4tyv223kfaunbsozxyfpaiyc4

A Smart Browsing System with Colour Image Enhancement for Surveillance Videos

Kirti K
2015 International Journal on Recent and Innovation Trends in Computing and Communication  
This paper presents the details of browsing system and the approach to producing the compact video from a source surveillance video. At the end we will get the compact video with high resolution.  ...  This paper proposes a smart surveillance video browsing system with colour image enhancement.  ...  This video is having very small length and requires less memory for storage. Then colour image enhancement by using adaptive filter is applied on the reconstructed video.  ... 
doi:10.17762/ijritcc2321-8169.150382 fatcat:jt6ba47ngvfbvmmzigs7en6q24

Video Big Data Analytics in the Cloud: A Reference Architecture, Survey, Opportunities, and Open Research Issues

Aftab Alam, Irfan Ullah, Young-Koo Lee
2020 IEEE Access  
However, the current work is too limited to provide a complete survey of recent research work on video big data analytics in the cloud, including the management and analysis of a large amount of video  ...  We propose a service-oriented layered reference architecture for intelligent video big data analytics in the cloud.  ...  A. CONTENT-BASED VIDEO RETRIEVAL CBVR has applications from video browsing to intelligent management of video surveillance and analysis.  ... 
doi:10.1109/access.2020.3017135 fatcat:qc62bhzlrfcwblnvurb5okfjxe

Video Adaptation: Concepts, Technologies, and Open Issues

Shih-Fu Chang, A. Vetro
2005 Proceedings of the IEEE  
Video adaptation is an emerging field that offers a rich body of techniques for answering challenging questions in pervasive media applications.  ...  This paper first presents a general framework that defines the fundamental entities, important concepts (i.e., adaptation, resource, and utility), and formulation of video adaptation as constrained optimization  ...  ACKNOWLEDGMENT The authors would like to thank the anonymous reviewers for their valuable input as well as Y. Wang and A. Huang for their editorial help.  ... 
doi:10.1109/jproc.2004.839600 fatcat:zat37yg42jberki6aozdoejapu

Temporal mapping of surveillance video for indexing and summarization

Saeid Bagheri, Jiang Yu Zheng, Shivank Sinha
2016 Computer Vision and Image Understanding  
This work converts the surveillance video to a temporal domain image called temporal profile that is scrollable and scalable for quick searching of long surveillance video by human operators.  ...  Such a profile is sampled with linear pixel lines located at critical locations in the video frames.  ...  This video presentation is not necessary to be the optimal video summary for general video, but is particularly efficient for surveillance video browsing.  ... 
doi:10.1016/j.cviu.2015.11.014 fatcat:ebvgt63ygngs7otvdbisrahrdi

Scanning the Issue

Azim Eskandarian
2020 IEEE transactions on intelligent transportation systems (Print)  
To evaluate the ACF model, they performed the simulation for car-following pairs and conducted a comparison analysis with the existing models: Newell, Gipps, GM, and IDM.  ...  As the development of both robust methods and novel metrics depends on having access to large-scale driving datasets, a comprehensive and comparative study of 54 publicly available datasets for autonomous  ...  The proposed method can be used to efficiently browse and watch long duration CCTV videos in applications ranging from traffic surveillance, indoor monitoring, etc.  ... 
doi:10.1109/tits.2020.3008809 fatcat:etol5qoilvdnbj6gtjxk3gheaa

Multimedia Retrieval and Delivery: Essential Metadata Challenges and Standards

F. Pereira, A. Vetro, T. Sikora
2008 Proceedings of the IEEE  
To allow reduced costs, technical competition and evolution, and development of sizeable markets, standards are needed for metadata about the nature, production, management and use of multimedia material  ...  of the identified content in a particular context or usage environment.  ...  Acknowledgment The authors would like to thank the anonymous reviewers for their valuable comments which helped to significantly improve the paper.  ... 
doi:10.1109/jproc.2008.916384 fatcat:mltar6rnynfszh65haaja6reyi

State of the Art Report on Video-Based Graphics and Video Visualization

R. Borgo, M. Chen, B. Daubney, E. Grundy, G. Heidemann, B. Höferlin, M. Höferlin, H. Leitte, D. Weiskopf, X. Xie
2012 Computer graphics forum (Print)  
We provide a review of techniques for making photo-realistic or artistic computer-generated imagery from videos, as well as methods for creating summary and/or abstract visual representations to reveal  ...  been featured in video-based modelling and rendering pipelines for graphics and visualization.  ...  Video montage and video synopsis Kang et al. introduced a technique for video abstraction called video montage [KCMT06] .  ... 
doi:10.1111/j.1467-8659.2012.03158.x fatcat:4puso36pmrg65fqh2lhoodc74u

A Survey on Video-based Graphics and Video Visualization [article]

Rita Borgo, Min Chen, Ben Daubney, Edward Grundy, Gunther Heidemann, Benjamin Höferlin, Markus Höferlin, Heike Jänicke, Daniel Weiskopf, Xianghua Xie
2011 Eurographics State of the Art Reports  
We provide a comprehensive review of techniques for making photo-realistic or artistic computer-generated imagery from videos, as well as methods for creating summary and/or abstract visual representations  ...  been featured in video-based modeling and rendering pipelines for graphics and visualization.  ...  Video Montage and Video Synopsis Kang et. al introduced a technique for video abstraction in [KCMT06] called video montage.  ... 
doi:10.2312/eg2011/stars/001-023 fatcat:rpxmj6yn3nb4rpukhlpwzsn5di

29th International Conference on Data Engineering [book of abstracts]

2013 2013 IEEE 29th International Conference on Data Engineering Workshops (ICDEW)  
Our experimental results confirm the effectiveness, efficiency and scalability of the indexing scheme.  ...  browsing, user friendly querying and semantic reasoning learning needs.  ...  VolUnTeers ICDE-13 would like to extend our warm appreciation to our conference volunteers who assisted before, during and after the conference, to help make sure that everyone enjoys a great conference  ... 
doi:10.1109/icdew.2013.6547409 fatcat:wadzpuh3b5htli4mgb4jreoika

Frequent pattern mining: current status and future directions

Jiawei Han, Hong Cheng, Dong Xin, Xifeng Yan
2007 Data mining and knowledge discovery  
Abundant literature has been dedicated to this research and tremendous progress has been made, ranging from efficient and scalable algorithms for frequent itemset mining in transaction databases to numerous  ...  Frequent pattern mining has been a focused theme in data mining research for over a decade.  ...  , computer vision, video indexing, text retrieval, and Web analysis.  ... 
doi:10.1007/s10618-006-0059-1 fatcat:fpblaafhurfbtiimurret4idde

Video Big Data Analytics in the Cloud: A Reference Architecture, Survey, Opportunities, and Open Research Issues

Aftab Alam, Irfan Ullah, Young-Koo Lee
2020
However, the current work is too limited to provide a complete survey of recent research work on video big data analytics in the cloud, including the management and analysis of a large amount of video  ...  We propose a service-oriented layered reference architecture for intelligent video big data analytics in the cloud.  ...  ACKNOWLEDGMENT This work was supported by Institute for Information and communications Technology Promotion (IITP) grant funded by the Korea government (MSIT) (No. 2016-0-00406, SIAT CCTV Cloud Platform  ... 
doi:10.48550/arxiv.2011.07807 fatcat:mef3yrd7dfhurommhuqhlhtw6i

Techniques, Taxonomy, and Challenges of Privacy Protection in the Smart Grid [chapter]

Suleyman Uludag, Sherali Zeadally, Mohamad Badra
2015 Computer Communications and Networks  
Along these lines, this chapter introduces some of the privacy issues and problems in the domain of the SG, develops a unique taxonomy of some of the recently proposed privacy protecting solutions as well  ...  As the ease with which any data are collected and transmitted increases, more privacy concerns arise leading to an increasing need to protect and preserve it.  ...  , scalable, and cost-effective.  ... 
doi:10.1007/978-3-319-08470-1_15 fatcat:eidtx25w2nc6rpl2b6uvcrblqi

Resource Management in Fog/Edge Computing

Cheol-Ho Hong, Blesson Varghese
2019 ACM Computing Surveys  
Wang et al. built an urban video surveillance system that exploits Virtualized Network Functions (VNFs) VMs as computational units for video analysis algorithms [185] .  ...  For example, accurately benchmarking a VM with 200 GB RAM and 1 TB storage requires a few hours.  ...  ACKNOWLEDGMENTS The authors are grateful to the anonymous reviewers for their valuable comments and suggestions.  ... 
doi:10.1145/3326066 fatcat:4hkvzb2djfaezipbhqwoncg5wu

MARVEL - D6.1: Demonstrators execution - initial version

Thomas Festi
2022 Zenodo  
indicators and associated metrics for all experiments (Task 6.3).  ...  This deliverable provides a detailed description of the experiments' implementation following the line of D1.2 and taking into consideration the progress of the work done from month 10 (October 2021) to  ...  The user can have on a single page, a complete synopsis of the uploaded data inside the Corpus and the corresponding actions over them.  ... 
doi:10.5281/zenodo.6862994 fatcat:yria7hs36jaujk6zaajxeiswvi
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