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KGuardiant

Repository for final project grade cait

KGuardiant is an OpenSource application wich develop an intelligent survilliance system. Built on Qt and OpenCV is modular an solid in its desing.

KGuardiant system involves two systems, a server (KGuardiantServer) and a client (KGuardiantClient):

  • KGuardiantClient: With this app, you can connect to one or more instances of KGuardiantServer, and manage diferent rexions of interst (ROI), when the system detects movement in a roi, it fires an Alarm !!!.

  • KGuardiantServer: With this app, you can deploy a full multi-thread TCP server with survilliance features, each instance of KGuardiantServer, handle various connection to clients (KGuardiantClients). To perform the movement detection, the system use the Gaussian Mixture Model, with a BackgroundSubstraction.

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kguardiant's Issues

Definir rexións de interese sobre o video de entrada

O sistema debe de ser capaz de definir rexións de interese sobre o vídeo de entrada, estas rexións de interese son áreas definidas polo usuario as cales teñen a propiedade de que cando o sistema detecta a iteración dunha delas cun obxecto ou persoa dispara unha alarma.

Analizar demasiados Frames por segundo

Non intentar analizar todos os frames dun vídeo cun elevado número de fps en tempo real, isto provoca unha carga excesiva para o sistema que desexamos e bloquea todo nalgúns casos.

Definir algoritmos de análise de movemento

Esta tarefa consiste na definición e selección de algoritmos de detección de movemento, os cales posteriormente serán empregados polo sistema para recoñecer movemento no mundo real.

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