Video analytics for surveillance: Theory and practice [from the guest editors]

CS Regazzoni, A Cavallaro, Y Wu… - IEEE Signal …, 2010 - ieeexplore.ieee.org
… the importance of multicamera video analytics, ie, video analytics for visual sensor networks…
provides only a signal processing perspective on video analytics. A similar, sustained effort …

Semi-automated Student Feedback and Theory-Driven Video-Analytics: An Exploratory Study on Educational Value of Videos

M Eradze, A Dipace, B Fazlagic, A Di Pietro - International Workshop on …, 2020 - Springer
… challenges in video-analytics, this paper offers a new approach to enrich video analytics with
… -of-concept study connecting cognitive theory-driven [3] analysis of video designs and semi-…

Making sense of video analytics: Lessons learned from clickstream interactions, attitudes, and learning outcome in a video-assisted course

MN Giannakos, K Chorianopoulos… - International review of …, 2015 - erudit.org
… have designed an open-access video analytics system for use in a video-assisted course. In
… collected video analytics. In particular, we found that there is a relationship between video

[PDF][PDF] Analytics of learner video use

N Mirriahi, L Vigentini - Handbook of learning analytics, 2017 - academia.edu
… This chapter has introduced video analytics and some applications showing how this
approach can support the investigation and evaluation of learner engagement and learning with …

Video in analytic practice

J Hindmarsh, D Tutt - Advances in visual methodology, 2012 - torrossa.com
… In general we aim to reveal how this particular ‘visual’methodology enhances analytic
potential in studying work practice by drawing on a brief analysis of the work of social scientists. …

Collecting and making sense of video learning analytics

MN Giannakos, K Chorianopoulos… - 2014 IEEE Frontiers …, 2014 - ieeexplore.ieee.org
… management of the video lectures, we employed an open-access video analytics system. …
The video analytics system In this section, we present the video analytics system. We used the …

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
… on video big data analytics in the cloud. It also aims to bridge the gap among large-scale video
analytics … that govern the video analytics domain and the characteristics of video big data …

Privid: practical,{Privacy-Preserving} video analytics queries

F Cangialosi, N Agarwal, V Arun, S Narayana… - … USENIX Symposium on …, 2022 - usenix.org
Video Analytics Background Video analytics pipelines are employed to answer high-level
questions about segments of videoVideo analytics pipelines broadly involve four logical roles (…

Practical automated video analytics for crowd monitoring and counting

KH Cheong, S Poeschmann, JW Lai, JM Koh… - IEEE …, 2019 - ieeexplore.ieee.org
… Practical Automated Video Analytics for Crowd Monitoring and Counting video analytics
system can also be applied to a broader range 43 of scenarios—for instance, in factories to …

Chameleon: scalable adaptation of video analytics

J Jiang, G Ananthanarayanan, P Bodik, S Sen… - Proceedings of the …, 2018 - dl.acm.org
… , a video analytics system that optimizes resource consumption and inference accuracy of
video analytics pipelines, by adapting their configurations in real-time. Using live video feeds …