Multimedia Tools and Applications · 2012 · 40 citations · 8 references
ComputingComputer ScienceComputer VisionMachine LearningMachine VisionDigital SurveillanceImage AnalysisImage QualityObject RecognitionPattern RecognitionVideo AnalysisAutomated License Plate RecognitionAutomated Quality AssessmentAutomatic RecognitionCritical ThresholdsQuality AssessmentSatisfactionSurveillance CamerasVideo Content Analysis
Video transmission and analysis is often utilized in applications outside of the entertainment sector, and generally speaking this class of video is used to perform specific tasks. Examples of these applications include security and public safety. The Quality of Experience (QoE) concept for video content used for entertainment differs significantly from the QoE of surveillance video used for recognition tasks. This is because, in the latter case, the subjective satisfaction of the user depends on achieving a given functionality. Recognizing the growing importance of video in delivering a range of public safety services, we focused on developing critical quality thresholds in license plate recognition tasks based on videos streamed in constrained networking conditions. Since the number of surveillance cameras is still growing it is obvious that automatic systems will be used to do the tasks. Therefore, the presented research includes also analysis of automatic recognition algorithms.
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Image quality measures and their performance
Ahmet M. Eskicioğlu, Paul S. Fisher · IEEE Transactions on Communications · 1995 · 2.1K citations