Object-Oriented Logic Programming of 3d Intelligent Video Surveillance Systems: The Problem Statement

Morozov, Alexei A.; Sushkova, Olga S.; Polupanov, Alexander F.

doi:10.17725/rensit.2017.09.205

Cited by 3 publications

(1 citation statement)

References 24 publications

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“…Working with three-dimensional correspondence tables is implemented in the built-in KinectBuffer class of the object-oriented logical language Actor Prolog [71][72][73][74][75][76][77][78][79][80][81][82][83]. This class is designed to receive data from the time-of-flight camera of the Kinect 2 device, and also to record and read the created 3D video.…”

Section: Experimental Softwarementioning

confidence: 99%

Semantic Fusion and Joint Analysis of Terahertz and 3d Video Images by the Means of Object-Oriented Logic Programming

Morozov¹,

Sushkova²,

Polupanov³

et al. 2018

RENSIT

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The aim of the work is to create methods and software tools for the terahertz range intelligent video surveillance, that is, for automatic analysis of video images in the terahertz frequency range. Terahertz video surveillance provides unique prospects in the area of public safety; in particular, it allows you to remotely identify weapons and dangerous items hidden under clothing on the human body. However, such characteristics of terahertz video, as low resolution, low contrast, and low signal-to-noise ratio, lead to the need to develop new methods and approaches to automatic video analysis. To understand the terahertz video image, the operator of the industrial video surveillance system usually compares it with images in other frequency ranges (visible or infrared). The comparison of these images of different types helps the operator to interpret the colored and/ or one-color spots in the terahertz image in a proper way. In terms of automatic video analysis, this means that the context of the observed events and objects is taken into account, or in other words, a semantic fusion is implemented of the terahertz range video image with video images of other frequency ranges, e.g., near-infrared, visible, etc. The authors consider the semantic fusion of the video images as a critical component of the prospective terahertz intelligent video surveillance technology. A new method of the terahertz video surveillance based on the fusion of the terahertz video with 3D video is proposed. The means of the object-oriented logic programming developed for the semantic fusion of the terahertz and 3D video images are described. The developed method provides a real-time fusion of the terahertz video acquired using the THERZ-7A (Astrohn Technology Ltd) subterahertz scanning device (0.23-0.27 THz) and 3D video data acquired using the Kinect 2 (Microsoft Inc) time-of-flight sensor. The method and software tools for the semantic fusion of the terahertz and 3D video images are developed.

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Section: Experimental Softwarementioning

confidence: 99%

Semantic Fusion and Joint Analysis of Terahertz and 3d Video Images by the Means of Object-Oriented Logic Programming

Morozov¹,

Sushkova²,

Polupanov³

et al. 2018

RENSIT

Self Cite

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Development of Agent Logic Programming Means for Heterogeneous Multichannel Intelligent Visual Surveillance

Morozov

Sushkova

2018

Lecture Notes in Computer Science

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Object-Oriented Logic Programming of Intelligent Visual Surveillance for Human Anomalous Behavior Detection

Alexandrovich

Сергеевна

Fedorovich

2019

Optoelectronics in Machine Vision-Based Theories and Applications

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The idea of the logic programming-based approach to the intelligent visual surveillance is in usage of logical rules for description and analysis of people behavior. New prospects in logic programming of the intelligent visual surveillance are connected with the usage of 3D machine vision methods and adaptation of the multi-agent approach to the intelligent visual surveillance. The main advantage of usage of 3D vision instead of the conventional 2D vision is that the first one can provide essentially more complete information about the video scene. The availability of exact information about the coordinates of the parts of the body and scene geometry provided by means of 3D vision is a key to the automation of behavior analysis, recognition, and understanding. This chapter supplies the first systematic and complete description of the method of object-oriented logic programming of the intelligent visual surveillance, special software implementing this method, and new trends in the research area linked with the usage of novel 3D data acquisition equipment.

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Object-Oriented Logic Programming of 3d Intelligent Video Surveillance Systems: The Problem Statement

Cited by 3 publications

References 24 publications

Semantic Fusion and Joint Analysis of Terahertz and 3d Video Images by the Means of Object-Oriented Logic Programming

Semantic Fusion and Joint Analysis of Terahertz and 3d Video Images by the Means of Object-Oriented Logic Programming

Development of Agent Logic Programming Means for Heterogeneous Multichannel Intelligent Visual Surveillance

Object-Oriented Logic Programming of Intelligent Visual Surveillance for Human Anomalous Behavior Detection

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