Study on feature extraction technology of real-time video acquisition based on deep CNN
Sign Up to like & getrecommendations! Published in 2021 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-021-11417-7
Abstract: In the process of image acquisition, the existing image-based real-time video acquisition system is susceptible to noise and distortion due to the influence of attitude, illumination and other conditions, which reduces the quality and stability… read more here.
Keywords: feature extraction; image; time video; real time ... See more keywords
Elephant–railway conflict minimisation using real-time video data and machine learning
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Reliable Intelligent Environments"
DOI: 10.1007/s40860-021-00131-8
Abstract: Elephant–train collision has been a major issue for both the railway as well as the forest departments. In this study real-time video data is analysed for detecting elephant to alert the train driver in case… read more here.
Keywords: video data; machine learning; time video; real time ... See more keywords
High-Quality Real-Time Video Stabilization Using Trajectory Smoothing and Mesh-Based Warping
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DOI: 10.1109/access.2018.2828653
Abstract: Some state-of-the-art video stabilization methods can achieve quite good visual effect, but they always cost a lot of time. On the other hand, current real-time video stabilization methods cannot generate satisfactory results. In this paper,… read more here.
Keywords: video stabilization; time; real time; time video ... See more keywords
Securing Real-Time Video Surveillance Data in Vehicular Cloud Computing: A Survey
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3174554
Abstract: Vehicular ad hoc networks (VANETs) have received a great amount of interest, especially in wireless communications technology. In VANETs, vehicles are equipped with various intelligent sensors that can collect real-time data from inside and from… read more here.
Keywords: time; time video; video surveillance; surveillance data ... See more keywords
Edge-Assisted Real-Time Video Analytics With Spatial–Temporal Redundancy Suppression
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3224750
Abstract: Driven by plummeting camera prices and advances of video inference algorithms, video cameras are deployed ubiquitously and organizations usually rely on live video analytics to retrieve key information, such as the locations and identities of… read more here.
Keywords: time video; video analytics; real time; video ... See more keywords
Edge Computing-Enabled Deep Learning for Real-time Video Optimization in IIoT
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2020.3020386
Abstract: Real-time multimedia applications have gained immense popularity in the industrial Internet of Things (IIoT) paradigm. Due to the impact of the complex industrial environment, the transmission of video streaming is usually unstable. In the duration… read more here.
Keywords: video; optimization; real time; time video ... See more keywords
Blockchain-based Collaborative Edge Intelligence for Trustworthy and Real-Time Video Surveillance
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3203397
Abstract: Trustworthy and real-time video surveillance aims to analyze the live camera streams in a privacy-preserving manner for the decision-making of various advanced services, such as pedestrian reidentification and traffic monitoring. In recent years, edge computing… read more here.
Keywords: time; time video; video surveillance; real time ... See more keywords
A real-time video-based social network platform for online ultrasound education
Sign Up to like & getrecommendations! Published in 2022 at "BMC Medical Education"
DOI: 10.1186/s12909-022-03220-1
Abstract: Background In the post-pandemic era, traditional methods of professional development for ultrasound practitioners are insufficient, and it is therefore imperative to explore a new avenue for continuing education. This article explores the role of the… read more here.
Keywords: time; real time; video based; education ... See more keywords