CheckSoft : A Scalable Event-Driven Software Architecture for Keeping Track of People and Things in People-Centric Spaces

TL;DR

CheckSoft is a scalable, event-driven architecture that uses FSM logic to accurately track people-object interactions in real-time video data across various people-centric environments.

Contribution

It introduces a scalable, multi-process system leveraging FSM logic for reliable interaction tracking in real-time surveillance applications.

Findings

Effective rejection of false detections

Scalable architecture with multi-processing

Real-time tracking in diverse environments

Abstract

We present CheckSoft, a scalable event-driven software architecture for keeping track of people-object interactions in people-centric applications such as airport checkpoint security areas, automated retail stores, smart libraries, and so on. The architecture works off the video data generated in real time by a network of surveillance cameras. Although there are many different aspects to automating these applications, the most difficult part of the overall problem is keeping track of the interactions between the people and the objects. CheckSoft uses finite-state-machine (FSM) based logic for keeping track of such interactions which allows the system to quickly reject any false detections of the interactions by the video cameras. CheckSoft is easily scalable since the architecture is based on multi-processing in which a separate process is assigned to each human and to each "storage container" for the objects. A storage container may be a shelf on which the objects are displayed or a bin in which the objects are stored, depending on the specific application in which CheckSoft is deployed.