Video analytics
OpenVINO ToolKit: A Tool for Video Analytics
... ABSTRACT: Video analytics is used to analyse video streams in near real-time and for identifying characteristics, actions or patterns of specific behaviour via analysis of monitored ...achieve ...
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Deep learning hyper-parameter optimization for video analytics in clouds.
... Recent video analytics systems often use shallow net- works and hand crafted features to perform object classifica- ...in video stream decoding and processing. An operator could specify the ...
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Traffic monitoring using video analytics in clouds
... Video analytics have mainly been the focus of commercial ...solutions, video incident detection systems, high end digital CCTV and is mainly used in UK transportation ...for video stream ...
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Scalable Traffic Video Analytics using Hadoop MapReduce
... traffic video analytics aims at using a number of techniques to achieve better traffic and road safety, control congestion and provide immediate care for accident ...traffic analytics system which ...
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Low Power DTCWT Architecture for Video Analytics Applications KS
... digital video recorders has dramatically improved the access to this recorded video enabling faster investigation of past events by direct access based on recording time, when the time of an event is ...
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White Paper: Anonymous Video Analytics (AVA) technology and privacy
... Anonymous Video Analytics (or AVA), the technology uses pattern detection algorithms to scan real time video feeds, looking for patterns that match the software’s understanding of ...the video ...
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Video analytics using HDVFS in cloud environment
... Video analytics is considered as the emerging phenomenon in today’s ...Distributed Video File System (HDVFS), where Object Tracking is made simple and efficient with MapReduce ...Hadoop Video ...
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Cloud-based video analytics using convolutional neural networks.
... A cloud-based video analytics system has been presented and evaluated in this paper. The system is based on con- volutional neural networks whose parameters are optimally tuned for accurate classification ...
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Compact and low complexity binary feature descriptor and Fisher Vectors for video analytics
... Abstract—In this paper, we propose a compact and low- complexity binary feature descriptor for video analytics. Our binary descriptor encodes the motion information of a spatio- temporal support region into ...
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Framework of Object Detection and Classification High Performance Using Video Analytics in Cloud
... in video analytics and become the initial point for other complex ...fashioned video analytics approaches are manual and time ...based video analytics framework for accessible ...
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Video Analytics Trip Wires for Surveillance System
... with video analytics features is best ...a video analytics system installed, it is like having a dedicated 24x7 security personnel monitoring each CCTV cameras simultaneously for user and ...
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Leading video analytics platform market
... of analytics modules, will have in the same interface to the highest security measures and the most advanced marketing tools (as Business Intelligence tools) in order to create their own personalized ...
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AURORA:autonomous real time on board video analytics
... Abstract In this paper, we describe the design and implementation of a computation- ally efficient system for detecting moving objects on a moving platform which can be deployed on small, lightweight, low-cost and ...
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Survey on Multiple Objects Tracking in Video Analytics
... single video file in parallel simultaniously . In[1] the video file is split into multiple number of chunks and these chunks are processed independently during the Map phase of the MapReduce ...
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Human upper limb motion analysis for post-stroke impairment assessment using video analytics
... Currently available optical motion analysis systems are expensive and require multiple infrared cameras, large laboratory space, and operational expertise to assess motor impairment of a stroke survivor. In this paper we ...
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USING REAL-TIME VIDEO ANALYTICS TO IMPROVE INSTRUCTION
... words, analytics alone would not be enough to act, but it may be used as a trigger to look at other indications of the student to decide how they are related to what the data tells ...
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Automated Number Plate Verification System based on Video Analytics
... in a wider range, it is a technology that is used in order to provide more safety to the people along with providing smooth management of traffic. In this paper, the focus was on the surveillance recording to extract ...
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Enhancement of security related to ATM installations to detect misbehavior activity of unknown person using video analytics
... culprit earlier by analyzing video footage. Mostly it does not help to capture the offender on the spot, red handed. As of now, there is no mechanism to alert the concerned authorities, when untoward incident ...
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Edge enhanced deep learning system for large-scale video stream analytics
... sensors, video cameras and smart objects [1] act as the basic building blocks of smart cities and autonomous ...the analytics platform. In video analytics, a single video camera can ...
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Big data analytics vs Data Mining analytics
... fund analytics initiatives, IT teams that support them and data scientists, who uncover and communicate meaningful insight—to go boldly in the direction of “Big ...
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