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
… open-access video analytics system for use in a video-assisted … the lens of the collected
video analytics. In particular, we found … additional implications for theory and practice. First, our …

[PDF][PDF] Analytics of learner video use

N Mirriahi, L Vigentini - Handbook of learning analytics, 2017 - academia.edu
… These areas provide the theoretical backdrop necessary to understand, identify, and select
… This chapter has introduced video analytics and some applications showing how this …

[PDF][PDF] Perceiving Educational Value of Videos Based on Semiautomated Student Feedback and Theory-driven Videoanalytics

M Eradze, A Dipace, B Fazlagic… - Book of Abstracts …, 2020 - iris.unimore.it
video type, production style. A literature review found that most common measurements in
video-analytics are video watch time, video … common focus in videoanalytics is the modality, …

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 …

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
to a dashboard for data- 49 informed planning and predictive analytics [25]. The structure of the …

Chameleon: scalable adaptation of video analytics

J Jiang, G Ananthanarayanan, P Bodik, S Sen… - Proceedings of the …, 2018 - dl.acm.org
… of the NN configuration’s impact on video analytics accuracy. We present Chameleon, a …
NN-based video analytics pipelines. The key challenge in Chameleon is that in theory, adapting …

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 (…