Embedded System Object Tracking Using Webcam

The extensive availability of hardware devices and intensive expansion their computing power have been the catalyst behind the rapid development of computer vision. In this project, an implementation of object tracking in an inexpensive and small embedded system platform is presented. The tracking system comprised of two Raspberry Pis with two different cameras used: a webcam and Raspicam module. Three communication connection models of the system are discussed in this paper for establishing communication between the two Raspberry Pis. Data sharing between these two hardware platforms is the proposed solution for resolving the limited processing power each platform possesses. The SimpleCV, an open source framework that provides free computer vision libraries that is useful for object detection and tracking algorithm development

Tecnología para Tiendas Inteligentes

Trabajo de Fin de Grado en Doble Grado en Ingeniería Informática y Matemáticas, Facultad de Informática UCM, Departamento de Ingeniería del Software e Inteligencia Artificial, Curso 2020/2021Smart stores technologies exemplify how Artificial Intelligence and Internet of Things can effectively join forces to shape the future of retailing. With an increasing number of companies proposing and implementing their own smart store concepts, such as Amazon Go or Tao Cafe, a new field is clearly emerging. Since the technologies used to build their infrastructure offer significant competitive advantages, companies are not publicly sharing their own designs. For this reason, this work presents a new smart store model named Mercury, which aims to take the edge off of the lack of public and accessible information and research documents in this field. We do not only introduce a comprehensive smart store model, but also work-through a feasible detailed implementation so that anyone can build their own system upon it.Las tecnologías utilizadas en las tiendas inteligentes ejemplifican cómo la Inteligencia Artificial y el Internet de las Cosas pueden unir, de manera efectiva, fuerzas para transformar el futuro de la venta al por menor. Con un creciente número de empresas proponiendo e implementando sus propios conceptos de tiendas inteligentes, como Amazon Go o Tao Cafe, un nuevo campo está claramente emergiendo. Debido a que las tecnologías utilizadas para construir sus infraestructuras ofrecen una importante ventaja competitiva, las empresas no están compartiendo públicamente sus diseños. Por esta razón, este trabajo presenta un nuevo modelo de tienda inteligente llamado Mercury, que tiene como objetivo mitigar la falta de información pública y accesible en este campo. No solo introduciremos un modelo general y completo de tienda inteligente, sino que también proponemos una implementación detallada y concreta para que cualquier persona pueda construir su propia tienda inteligente siguiendo nuestro modelo.Depto. de Ingeniería de Software e Inteligencia Artificial (ISIA)Fac. de InformáticaTRUEunpu

Embedded System Object Tracking Using Webcam

The extensive availability of hardware devices and intensive expansion their computing power have been the catalyst behind the rapid development of computer vision. In this project, an implementation of object tracking in an inexpensive and small embedded system platform is presented. The tracking system comprised of two Raspberry Pis with two different cameras used: a webcam and Raspicam module. Three communication connection models of the system are discussed in this paper for establishing communication between the two Raspberry Pis. Data sharing between these two hardware platforms is the proposed solution for resolving the limited processing power each platform possesses. The SimpleCV, an open source framework that provides free computer vision libraries that is useful for object detection and tracking algorithm development

Towards a Critical Review of Cybersecurity Risks in Anti-Poaching Systems in South Africa

Information Scienc

Hydrolink 2021/2. Artificial Intelligence

Topic: Artificial Intelligenc

Implementation of Middleware for Internet of Things in Asset Tracking Applications: In-lining Approach

ThesisInternet of Things (IoT) is a concept that involves giving objects a digital identity and limited artificial intelligence, which helps the objects to be interactive, process data, make decisions, communicate and react to events virtually with minimum human intervention. IoT is intensified by advancements in hardware and software engineering and promises to close the gap that exists between the physical and digital worlds. IoT is paving ways to address complex phenomena, through designing and implementation of intelligent systems that can monitor phenomena, perform real-time data interpretation, react to events, and swiftly communicate observations. The primary goal of IoT is ubiquitous computing using wireless sensors and communication protocols such as Bluetooth, Wireless Fidelity (Wi-Fi), ZigBee and General Packet Radio Service (GPRS). Insecurity, of assets and lives, is a problem around the world. One application area of IoT is tracking and monitoring; it could therefore be used to solve asset insecurity. A preliminary investigation revealed that security systems in place at Central University of Technology, Free State (CUT) are disjointed; they do not instantaneously and intelligently conscientize security personnel about security breaches using real time messages. As a result, many assets have been stolen, particularly laptops. The main objective of this research was to prove that a real-life application built over a generic IoT architecture that innovatively and intelligently integrates: (1) wireless sensors; (2) radio frequency identification (RFID) tags and readers; (3) fingerprint readers; and (4) mobile phones, can be used to dispel laptop theft. To achieve this, the researcher developed a system, using the heterogeneous devices mentioned above and a middleware that harnessed their unique capabilities to bring out the full potential of IoT in intelligently curbing laptop theft. The resulting system has the ability to: (1) monitor the presence of a laptop using RFID reader that pro-actively interrogates a passive tag attached to the laptop; (2) detect unauthorized removal of a laptop under monitoring; (3) instantly communicate security violations via cell phones; and (4) use Windows location sensors to track the position of a laptop using Googlemaps. The system also manages administrative tasks such as laptop registration, assignment and withdrawal which used to be handled manually. Experiments conducted using the resulting system prototype proved the hypothesis outlined for this research

Análisis espacial y prognosis de la seguridad en entornos urbanos : comprensión de la trazabilidad de la conducta espacial y de su vínculo con las fuerzas motrices de la seguridad

Tesis de la Universidad Complutense de Madrid, Facultad de Geografía e Historia, Departamento de Geografía Humana, leída el 30-01-2018Currently, our societies demand a permanent and trustable security. The number and typologyof threats that they are facing on daily basis can lead to their eminent collapse. The ground of theabove-mentioned status quo is simple: a security applied en mass is based on a fallacies and myths.This mythical security puts on risk much more than an ordinary clash between theoretical securitymodels: the entire social peace system is questioned. Transversally to those threats is proposed thetraceability concept, frequently used in bioscience and biometric technologies, but not in commonuse for spatial analysis purposes. Within this unprecedented research founded in the field of thespatial analysis, we will analyze the main security driving forces existing in our societies - from amulti-scale perspective - with the aim to achieve a final social improvement.The doctoral thesis presented herein covers a comprehensive pursuit of the spatial conductbehaviour and its traceability. In this thesis, focused on urban areas, it will be analyzed how thecontemporary surveillance technologies work, evaluating whether those technologies and massprograms are covering the security demanded by the societies. Within the following chapters we willreview how modern security have intentionally designed and developed a smokescreen that istricking a true pragmatic security and which is creating an unprecedented security failure. Once thissmokescreen is revealed and questioned, the results are demonstrating minimal capabilities of itsapplication and profitability for traceability purposes. What we presented herein, is not exclusively ameta-theoretical analysis of a state of art...Actualmente, nuestras sociedades demandan un estado permanente y verificable de seguridad.Los riesgos y amenazas a los que nos enfrentamos a diario pueden constituir el punto deinflexión que derive a nuestras sociedades - tal y como las conocemos y comprendemos - hacia uncolapso inminente. Los motivos de dicho status quo son simples: la seguridad - como producto - aplicadaen masa se fundamenta en un arquetipo de falacias y mitos. A pesar de que objetivamente sonindiscutibles las capacidades de vigilia tecnológica actual, la ratio volumen- eficiencia es sumamentecuestionable. Consecuentemente, el producto resultante adquirido - la seguridad como garantía de lapaz y orden social - pone en riesgo mucho más que una mera confrontación entre planteamientosmeta-teóricos: el conjunto de paz y garantías sociales vigentes en nuestra sociedad está en riesgo.Transversalmente al conjunto de riesgos y amenazas presentes nos encontramos con elconcepto de la trazabilidad, frecuentemente usado en ciencias naturales y tecnologías vinculadas alanálisis biométrico, pero raramente asociado al análisis espacial. Durante la presente investigación,de la cual no existen precedentes en cuanto al tratamiento de la temática, nos centraremos en el análisisde las fuerzas motrices vinculadas a la seguridad – desde una perspectiva multiescalar – con elobjetivo de aportar un beneficio social...Depto. de GeografíaFac. de Geografía e HistoriaTRUEunpu

Mission-Critical Communications from LMR to 5G: a Technology Assessment approach for Smart City scenarios

Radiocommunication networks are one of the main support tools of agencies that carry out actions in Public Protection & Disaster Relief (PPDR), and it is necessary to update these communications technologies from narrowband to broadband and integrated to information technologies to have an effective action before society. Understanding that this problem includes, besides the technical aspects, issues related to the social context to which these systems are inserted, this study aims to construct scenarios, using several sources of information, that helps the managers of the PPDR agencies in the technological decisionmaking process of the Digital Transformation of Mission-Critical Communication considering Smart City scenarios, guided by the methods and approaches of Technological Assessment (TA).As redes de radiocomunicações são uma das principais ferramentas de apoio dos órgãos que realizam ações de Proteção Pública e Socorro em desastres, sendo necessário atualizar essas tecnologias de comunicação de banda estreita para banda larga, e integra- las às tecnologias de informação, para se ter uma atuação efetiva perante a sociedade . Entendendo que esse problema inclui, além dos aspectos técnicos, questões relacionadas ao contexto social ao qual esses sistemas estão inseridos, este estudo tem por objetivo a construção de cenários, utilizando diversas fontes de informação que auxiliem os gestores destas agências na tomada de decisão tecnológica que envolve a transformação digital da Comunicação de Missão Crítica considerando cenários de Cidades Inteligentes, guiado pelos métodos e abordagens de Avaliação Tecnológica (TA)

Urban Informatics

This open access book is the first to systematically introduce the principles of urban informatics and its application to every aspect of the city that involves its functioning, control, management, and future planning. It introduces new models and tools being developed to understand and implement these technologies that enable cities to function more efficiently – to become ‘smart’ and ‘sustainable’. The smart city has quickly emerged as computers have become ever smaller to the point where they can be embedded into the very fabric of the city, as well as being central to new ways in which the population can communicate and act. When cities are wired in this way, they have the potential to become sentient and responsive, generating massive streams of ‘big’ data in real time as well as providing immense opportunities for extracting new forms of urban data through crowdsourcing. This book offers a comprehensive review of the methods that form the core of urban informatics from various kinds of urban remote sensing to new approaches to machine learning and statistical modelling. It provides a detailed technical introduction to the wide array of tools information scientists need to develop the key urban analytics that are fundamental to learning about the smart city, and it outlines ways in which these tools can be used to inform design and policy so that cities can become more efficient with a greater concern for environment and equity