A vision based aerial rbot solution for the IARC 2014 by the Technical University of Madrid

The IARC competitions aim at making the state of the art in UAV progress. The 2014 challenge deals mainly with GPS/Laser denied navigation, Robot-Robot interaction and Obstacle avoidance in the setting of a ground robot herding problem. We present in this paper a drone which will take part in this competition. The platform and hardware it is composed of and the software we designed are introduced. This software has three main components: the visual information acquisition, the mapping algorithm and the Aritificial Intelligence mission planner. A statement of the safety measures integrated in the drone and of our efforts to ensure field testing in conditions as close as possible to the challenge?s is also included.

UAS See-and-Avoid Strategy using a Fuzzy Logic Controller Optimized by Cross-Entropy in Scaling Factors and Membership Functions

This work aims to develop a novel Cross-Entropy (CE) optimization-based fuzzy controller for Unmanned Aerial Monocular Vision-IMU System (UAMVIS) to solve the seeand- avoid problem using its accurate autonomous localization information. The function of this fuzzy controller is regulating the heading of this system to avoid the obstacle, e.g. wall. In the Matlab Simulink-based training stages, the Scaling Factor (SF) is adjusted according to the specified task firstly, and then the Membership Function (MF) is tuned based on the optimized Scaling Factor to further improve the collison avoidance performance. After obtained the optimal SF and MF, 64% of rules has been reduced (from 125 rules to 45 rules), and a large number of real flight tests with a quadcopter have been done. The experimental results show that this approach precisely navigates the system to avoid the obstacle. To our best knowledge, this is the first work to present the optimized fuzzy controller for UAMVIS using Cross-Entropy method in Scaling Factors and Membership Functions optimization.

OMNIWORKS: Omnidirectional vision for human-UAV co-working

The OMNIWORKS project objective is to develop an autonomous and modular aerial inspection system for an off-shore meteorological mast up to 90m in length. The UAV was equipped with an omni-directional camera and vertical take-off/landing capabilities that should be simple enough to operate as to not need the interventions of a professional pilot under challenging situations. Therefore the tests included different aspects used to evaluate both the technical performance of the UAV behavior as well as the operators? point of view.

UAS See-and-Avoid Strategy using a Fuzzy Logic Controller Optimized by Cross-Entropy in Scaling Factors and Membership Functions.

This work aims to develop a novel Cross-Entropy (CE) optimization-based fuzzy controller for Unmanned Aerial Monocular Vision-IMU System (UAMVIS) to solve the seeand-avoid problem using its accurate autonomous localization information. The function of this fuzzy controller is regulating the heading of this system to avoid the obstacle, e.g. wall. In the Matlab Simulink-based training stages, the Scaling Factor (SF) is adjusted according to the specified task firstly, and then the Membership Function (MF) is tuned based on the optimized Scaling Factor to further improve the collison avoidance performance. After obtained the optimal SF and MF, 64% of rules has been reduced (from 125 rules to 45 rules), and a large number of real flight tests with a quadcopter have been done. The experimental results show that this approach precisely navigates the system to avoid the obstacle. To our best knowledge, this is the first work to present the optimized fuzzy controller for UAMVIS using Cross-Entropy method in Scaling Factors and Membership Functions optimization.

Robust Real-time Vision-based Aircraft Tracking From Unmanned Aerial Vehicles.

Aircraft tracking plays a key and important role in the Sense-and-Avoid system of Unmanned Aerial Vehicles (UAVs). This paper presents a novel robust visual tracking algorithm for UAVs in the midair to track an arbitrary aircraft at real-time frame rates, together with a unique evaluation system. This visual algorithm mainly consists of adaptive discriminative visual tracking method, Multiple-Instance (MI) learning approach, Multiple-Classifier (MC) voting mechanism and Multiple-Resolution (MR) representation strategy, that is called Adaptive M3 tracker, i.e. AM3. In this tracker, the importance of test sample has been integrated to improve the tracking stability, accuracy and real-time performances. The experimental results show that this algorithm is more robust, efficient and accurate against the existing state-of-art trackers, overcoming the problems generated by the challenging situations such as obvious appearance change, variant surrounding illumination, partial aircraft occlusion, blur motion, rapid pose variation and onboard mechanical vibration, low computation capacity and delayed information communication between UAVs and Ground Station (GS). To our best knowledge, this is the first work to present this tracker for solving online learning and tracking freewill aircraft/intruder in the UAVs.

Real-Time Adaptive Multi-Classifier Multi-Resolution Visual Tracking Framework for Unmanned Aerial Vehicles

This paper presents a novel robust visual tracking framework, based on discriminative method, for Unmanned Aerial Vehicles (UAVs) to track an arbitrary 2D/3D target at real-time frame rates, that is called the Adaptive Multi-Classifier Multi-Resolution (AMCMR) framework. In this framework, adaptive Multiple Classifiers (MC) are updated in the (k-1)th frame-based Multiple Resolutions (MR) structure with compressed positive and negative samples, and then applied them in the kth frame-based Multiple Resolutions (MR) structure to detect the current target. The sample importance has been integrated into this framework to improve the tracking stability and accuracy. The performance of this framework was evaluated with the Ground Truth (GT) in different types of public image databases and real flight-based aerial image datasets firstly, then the framework has been applied in the UAV to inspect the Offshore Floating Platform (OFP). The evaluation and application results show that this framework is more robust, efficient and accurate against the existing state-of-art trackers, overcoming the problems generated by the challenging situations such as obvious appearance change, variant illumination, partial/full target occlusion, blur motion, rapid pose variation and onboard mechanical vibration, among others. To our best knowledge, this is the first work to present this framework for solving the online learning and tracking freewill 2D/3D target problems, and applied it in the UAVs.

El método de José Antonio Corrales y Ramón Vázquez Molezún. Influencias y escenarios arquitectónicos

El siguiente texto plantea un novedoso enfoque sobre el método de trabajo de José Antonio Corrales (1921-2010) y Ramón Vázquez Molezún (1922-1993), enfocado en la primera parte de su obra, la que culminaría con la Casa Huarte en el año 1966. Desarrollaron dos tipologías de proyectos: el pabellón abierto y la arquitectura concentrada. Ambas estrategias combinaban un comprometido diálogo con el lugar con una evidente influencia de diversas referencias arquitectónicas y artísticas de la primera mitad del siglo XX. Corrales y Molezún recibieron una educación clásica, falta de maestros, en una España situada en la autarquía y aislada del exterior, por lo que tuvieron que buscar referencias válidas en el extranjero. La arquitectura de Corrales y Molezún se alimentó de referentes diversos, que abarcan desde la primera Modernidad hasta los revisionistas de los años cincuenta (Team X, Reyner Banham, Ernesto Rogers), pasando por el Nuevo Empirismo nórdico, que representaba un equilibrio entre el racionalismo maquinista de la primera modernidad y las corrientes teóricas rupturistas de italianos y renovadoras de los ingleses. Las distintas corrientes y posicionamientos surgidos en Europa llegaban a España con cuenta gotas, pero resultaban estimulantes para los arquitectos nacionales de posguerra. Corrales y Molezún desarrollaron, desde sus primeros trabajos, un método alimentado por un lado por la influencia de los grandes arquitectos de la Modernidad y por otro por su convencimiento firme de que la arquitectura, además de atender a las necesidades de las personas, debía responder al lugar y dialogar con el paisaje. Este método se basaba en el ejercicio de una práctica teórica, alimentada por la experiencia y comprometida con el oficio. Esta estrategia implicaba un posicionamiento intelectual ante la arquitectura de igual valor que una aproximación teórica. Sus obras son sus manifiestos.

Casa Huarte: José Antonio Corrales y Ramón Vázquez Molezún. El concepto de lo experimental en el ámbito doméstico

Se plantea aquí el estudio de la Casa Huarte (1966) como un experimento doméstico -así lo concibió el matrimonio Huarte desde la libertad de acción y la entrega al talento de los arquitectos- que sintetizó los principios de los proyectos de la primera etapa de la obra de José Antonio Corrales (1921-2010) y Ramón Vázquez Molezún (1922-1993): paisaje construido, topografía modificada, basamento pesado y arraigado, cubierta ligera flotante y abstracción compositiva. La considerada vivienda experimental del siglo XX estaba asociada a estructuras familiares reducidas, como mucho formadas por un matrimonio con dos hijos. La Casa Huarte, sin embargo, pertenece a un grupo no reconocido de viviendas experimentales de gran formato, que aportaban -en entornos de vida socio-familiar no convencionales- una complejidad funcional, espacial y de relaciones interpersonales que la vivienda mínima no tenía. La Casa Huarte supuso un punto de inflexión en la carrera de Corrales y Molezún, culminando una primera etapa donde se concentraron sus obras más destacadas: Instituto en Herrera de Pisuerga (1956), Residencia de Miraflores (1958) y Pabellón de Bruselas, en sus versiones belga (1958) y española (1959). El proyecto de la Casa Huarte adelantó estrategias que aplicarían en proyectos posteriores -dinamismo del plano horizontal, visuales diagonales, entrada tangencial- y culminó la evolución de un tipo de vivienda que Corrales y Molezún comenzaron a investigar diez años antes. Entre 1956 y 1961 proyectaron cuatro viviendas (Casa Remírez Escudero, Casa Álvarez Mon, Casa Gómez Acebo y Casa Cela) que anticiparon soluciones y situaciones presentes y perfeccionadas en la Casa Huarte. Corrales aseguraba que si la vida es contradictoria la arquitectura también debería serlo. La Casa Huarte es compleja y contradictoria funcional y espacialmente, homogeneizada por una imagen exterior rotunda y atractiva de juegos de volúmenes maclados. El proyecto se muestra así de contundente detrás de habilidosas maniobras tectónicas que ocultan las muchas complejidades y contradicciones aparentemente inapreciables. Estas maniobras confunden la imagen que de la casa se tiene. Debajo de su manto cerámico de reminiscencias vernáculas - híbrido de casa castellana y arquitectura nórdica- se esconde una obra de arquitectura avanzada tecnológicamente. La tesis se desarrolla en cuatro apartados denominados procesos, por lo que tienen de secuencia en el desarrollo de la investigación. Estos procesos son: proceso descriptivo, proceso analítico, proceso interpretativo y proceso poético. Después del necesario e introductorio proceso descriptivo, el cuerpo central de la tesis -que contiene los procesos analítico, interpretativo y poético- sigue un guión marcado por la defensa de la categoría experimental de la Casa Huarte. Se han tratado los conceptos más característicos de la vivienda, desde los más generales a los más específicos divididos en cuatro grupos: Composición, volumen y espacio; El patio como lugar; El jardín: horizonte construido; Domesticidad del mundo interior; y Euritmia: materia y espíritu Molezún aseguraba que para entender una obra de arquitectura había que dibujarla. La Casa Huarte ha sido redibujada en sus tres etapas fundamentales: el proyecto de ejecución (marzo 1965), la casa acabada (noviembre 1966) y el estado actual (2012). El estudio y análisis se centra en la casa construida, por ser la realidad tridimensional en que el proyecto se nos manifiesta. La documentación gráfica del estado actual de la vivienda es inédita y ha sido posible gracias a múltiples inspecciones de la Casa Huarte en visitas facilitadas por las hijas de Jesús Huarte, actuales propietarias de la vivienda. Esta documentación nos permite constatar las alteraciones sobre la obra construida y conocer que modificaciones serían necesarias para recuperar el estado original de la casa. La Casa Huarte es una obra singular, una de las cinco viviendas unifamiliares pertenecientes a la Arquitectura del Movimiento Moderno en España y Portugal de mayor interés registrada por el Docomomo Internacional. Su futuro es incierto, se encuentra deshabitada y en venta. La familia Huarte ha cumplido con creces la misión de conservar su patrimonio. Es pertinente reivindicar su vigencia como obra de referencia de la arquitectura española del siglo XX, y, de esa manera, evitar que caiga en el olvido y el abandono. ABSTRACT The Huarte House (1966) will be analysed as a domestic experiment – that is how the Huarte’s conceived it, putting their faith in the architects – that synthesized the principles from the projects of the first phase of the work of Jose Antonio Corrales (1921-2010) and Ramón Vázquez Molezún (1922-1993): built landscape, modified topography, heavy and rooted base, light, floating roof and abstraction in composition. The experimental house of the 20th century was associated with small nuclear families of at the most a couple and two children. The Huarte House belongs to a group of non-recognised experimental houses of a larger size -and more unconventional familial settings- that lent themselves to greater functional, spatial and interpersonal complexity than their smaller counterparts. The Huarte House represented a turning point in the careers of Corrales and Molezún, capping a first phase that includes their most prominent work: the Institute at Herrera de Pisuerga (1965), the Residence at Miraflores (1958) and the Brussels Pavilion, in its Belgian (1958) and Spanish (1959) version. The project for the Huarte house anticipated strategies which they would apply to later projects: dynamism of the horizontal plane, diagonal visuals, and tangential entrances. It was also the culmination of the evolution of a type of house that Corrales and Molezún had started to investigate ten years earlier. Between 1956 and 1961 they designed four houses (Ramírez Escudero House, Álvarez Mon House, Gómez Acebo House and Cela House) that anticipated the solutions applied and perfected in the Huarte House. Corrales believed that if life was contradictory architecture should be so too. The Huarte House is complex and contradictory. Corrales and Molezún homogenised the project under a bold and attractive image of intersecting volumes. The project appears emphatic thanks to skilful tectonic manoeuvres that conceal the many complexities and contradictions so that they become imperceptible. These manoeuvres confound the image of the house. Under its ceramic blanket of vernacular reminiscences (a mixture of Castilian house and Nordic architecture) lies a technologically advanced piece of architecture. The thesis is organised in four chapters named ‘processes’ in reference to their sequence in the development of the research. These processes are: descriptive process, analytic process, interpretative process and poetic process. After the necessary and introductory descriptive process, the main body of the thesis, which encompasses the analytical, interpretative and poetic processes, develops the argument for incorporating the Huarte House into the experimental category. The thesis addresses the characteristic concepts of a house, from the general to the more specific, divided in four groups: composition, volume and space; the patio: architecture and landscape; the garden: building the horizon and eurythmy: spirit and matter. Molezún was convinced that to get to know a work of architecture it was necessary to draw it. The Huarte House is redrawn in its three main phases: the executive project (march 1965), the finished house (november 1966) and its actual state (2012). The study and analysis centers on the built house, as the actual tri-dimensional manifestation of the project. The graphic documentation of the present state of the house has never been published before and has been made possible by numerous visits to the House facilitated by Jesus Huarte’s daughters who are the current owners. This documentation allows us to determine any alterations of the constructed work and derive the necessary modifications to bring the house back to its original state. The Huarte House is a unique work, one of five single family homes registered by the International Docomomo. Its future is uncertain. It is currently uninhabited and up for sale. The Huarte family has more than delivered on the mission to safeguard its patrimony. It is important to defend its place as a key work of Spanish architecture of the 20th century and so avoid it being forgotten and abandoned.

Sir José Antonio y Sir Ramón

Sir José Antonio y Sir Ramón

Ingeniería Forestal y ambiental en medios insulares

Las Islas Canarias a pesar de su reducida extensión y del relativo poco peso específico a nivel mundial, no es ajena a los problemas globales detectados en la conservación de bosques y en la importancia que éstos tienen para obtener beneficios económicos, socioculturales y ambientales. La gestión forestal sostenible es en este sentido esencial para asegurar y compatibilizar los diversos beneficios del bosque. El papel específico de los bosques y su gestión son sin embargo temas aún por conocer en nuestras islas, por lo que el Año Internacional de los Bosques ha representado una oportunidad única para dar a conocer el mundo forestal y acercarlo a nuestra sociedad. El presente libro consta de 25 capítulos donde se ha contemplado la mayoría de los aspectos a tener en cuenta en la planificación y gestión del medio forestal y natural. Desde la historia forestal del archipiélago, hasta el uso y técnicas de manejo de los recursos naturales, incluyendo el agua, la energía en forma de biomasa y la selvicultura.