An integrated system for human action recognition from video using hidden Markov model

In this paper, we present an integrated system for real-time automatic detection of human actions from video. The proposed approach uses the boundary of humans as the main feature for recognizing actions. Background subtraction is performed using Gaussian mixture model. Then, features are extracted from silhouettes and Vector Quantization is used to map features into symbols (bag of words approach). Finally, actions are detected using the Hidden Markov Model. The proposed system was validated using a newly collected real- world dataset. The obtained results show that the system is capable of achieving robust human detection, in both indoor and outdoor environments. Moreover, promising classification results were achieved when detecting two basic human actions: walking and sitting.

Despliegue y análisis de la cobertura de una red WiMAX basada en IEEE 802.16-2004

Aquest projecte tracta de l’estudi de la cobertura WiMAX basada en la variant 802.16-2004 en la que opera a 3.5 GHz en diferents escenaris d’un campus universitari. Primerament es realitza una introducció general a WiMAX i es defineixen els equips utilitzats. Posteriorment es comença a dur a terme un estudi de la cobertura WiMAX en diferents escenaris: indoor y outdoor per tal de poder extreure models empírics simplificats de path loss a partir de mesures realitzades amb els terminals WiMAX. Per últim, s’introdueix al projecte InterRural del Ministeri d'Indústria, Turisme i Comerç dut a terme durant els mesos Octubre 2007 - Març 2008 amb altres empreses col·laboradores: Telefònica, Hispasat, Gigle i Iber-X. La finalitat del projecte InterRural és comparar diferents tecnologies wireless de banda ample com alternatives per un bucle local ràdio de la última milla. En concret es comparen experimentalment les tecnologies WiMAX i WiFI 802.11a en diferents escenaris: LOS i NLOS.

Diseño, implementación y validación de un sistema de localización híbrido basado en una red de sensores inalámbricos (WSN)

Aquest projecte estudia la implementació d’un sistema de localització híbrid amb la combinació del posicionament GPS y el posicionament obtingut mitjançant mesures de potència rebuda (RSS) utilitzant una xarxa de sensors sense fils (WSN). Inicialment s’analitzen les característiques principals de les WSN y les tècniques de posicionament GPS y RSS. A continuació es proposen tècniques de localització híbrides que combinen el posicionament bàsic brindat per la WSN (GPS y RSS)per obtenir posicionament tant en escenaris interiors com exteriors a més d’obtenir una precisió major que les precisions bàsiques. Una vegada s’han analitzat els conceptes bàsics y s’han proposat les tècniques a utilitzar en el sistema de localització híbrida s’expliquen els aspectes d’implementació relacionats amb la programació de la WSN. Finalment, després d’analitzar els resultats de diverses mesures, queda present la necessitat de tècniques d’estimació d’error en el posicionament, per això es proposa una tècnica d’estimació d’error per ser utilitzada en les estimacions híbrides y obtenir així el funcionament desitjat de les tècniques híbrides.

Anàlisi d'imatges estereoscòpiques utilitzant mètodes de baixa càrrega computacional

 Mitjançant imatges estereoscòpiques es poden detectar la posició respecte dela càmera dels objectes que apareixen en una escena. A partir de lesdiferències entre les imatges captades pels dos objectius es pot determinar laprofunditat dels objectes. Existeixen diversitat de tècniques de visió artificialque permeten calcular la localització dels objectes, habitualment amb l’objectiude reconstruir l’escena en 3D. Aquestes tècniques necessiten una gran càrregacomputacional, ja que utilitzen mètodes de comparació bidimensionals, i pertant, no es poden utilitzar per aplicacions en temps real.En aquest treball proposem un nou mètode d’anàlisi de les imatgesestereoscòpiques que ens permeti obtenir la profunditat dels objectes d’unaescena amb uns resultats acceptables. Aquest nou mètode es basa entransformar la informació bidimensional de la imatge en una informacióunidimensional per tal de poder fer la comparació de les imatges amb un baixcost computacional, i dels resultats de la comparació extreure’n la profunditatdels objectes dins l’escena. Això ha de permetre, per exemple, que aquestmètode es pugui implementar en un dispositiu autònom i li permeti realitzaroperacions de guiatge a través d’espais interiors i exteriors.

Factors promoting the exposure to bioaerosols among crop workers

Introduction. Agricultural workers are among the professional groups most at risk of developing acute or chronic respiratory problems. Despite this fact, the etiology of these occupational diseases is poorly known, even in important sectors of agriculture such as the crops sector. Cereals can be colonized by a large number of fungal species throughout the plants' growth, but also during grain storage. Some of these fungi deliver toxins that can have a serious impact on human health when they are ingested via wheat products. Although International and European legislation on contaminants in food, including mycotoxins, include measures to ensure protection of public health by setting down the maximum levels for certain contaminants, the risks associated with the inhalation of such molecules during grain handling remains poorly documented. Goal of study. This project's objective was to characterize worker exposure to pathogenic, irritative or allergenic microorganisms and to identify the abiotic or biotic factors that reduce the growth of these microorganisms in crops. Indeed, the proliferation of microorganisms on wheat is dependent on temperature, rainfall and human disturbance (e.g. usage of tillage, addition of fungicides). A change in the concentration of these microorganisms in the substrate will directly result in a change in the concentration of aerosolized particles of the same microorganisms. Therefore, the exposure of worker to bioaérosols will also change. The Vaud region of Switzerland is a perfect region for conduct such a project as weather conditions vary and agricultural land management programs are divers at a small geographic scale. Methods. Bioaerosols and wheat dust have been sampled during wheat harvesting of summer 2010 at 100 sites uniformly distributed in the Vaud region that are representative of the different agriculture practices. Personal exposure has been evaluated for different wheat related activities: harvesting, grain unload, baling straw, the cleaning of harvesters and silos. Aerosols have been sampled at a rate of 2L/min between 15 min to 4 hours (t) on a 5m PVC filter for estimating the total dust inhaled, on gelatine filter for the identification and quantification of molds, and on a 0.45um polycarbonate filter for endotoxin quantification. Altitude, temperature and annual average rainfall were considered for each site. The physical and chemical characteristics of soils were determined using the methods in effect at Sol Council (Nyon). Total dust has been quantified following NIOSH 0500 method. Reactive endotoxine activity has been determined with Limulus Amebocyte Lysate Assay. All molds have been identified by the pyrosequencing of ITS2 amplicons generated from bioaerosol or wheat dust genomic DNA. Results & Conclusions. Our results confirm the previous quantitative data on the worker exposure to wheat dust. In addition, they show that crop workers are systematically exposed to complex mixtures of allergens, irritants or cytotoxic components. The novelty of our study is the systematic detection of molds such as Fusarium - that is a mycotoxins producer - in the bioaerosols. The results are interpreted by taking in account the agriculture practice, the Phosphorus : Carbon : Nitrogen ratio of the soil, the altitude and the average of rainy days per year.

Factors promoting the exposure to bioaerosols among crop workers

Agricultural workers are among the professional groups most at risk of developing acute or chronic respiratory problems. Despite this fact, the etiology of these occupational diseases is poorly known, even in important sectors of agriculture such as the crops sector. A chronic exposure to multiple microorganisms, such as different bacterial and fungal species, has been proposed to be the cause of these multiple respiratory pathologies. Nevertheless, these microbial communities are still partially known. The aim of this study is to characterize all fungal species inhaled by the crops workers during different grain related activities and identify the abiotic and biotic factors that reduce the growth of the toxigenic, irritative or allergenic microbial species. Here, we are presenting the factors promoting the exposure to bioaerosols during different wheat related activities: harvesting, grain unload, baling straw, the cleaning of harvesters and silos. Total dust has been quantified following NIOSH 0500 method. Reactive endotoxin activity has been determined with Limulus Amebocyte Lysate Assay. All molds have been identified by the pyrosequencing of ITS2 amplicons generated from bioaerosol.

Klostridien ja Clostridium perfringensin esiintyminen terveen hevosen ulostenäytteessä sisä- ja ulkoruokintakaudella : menetelmävertailu

Summary: Occurence of clostridia and Clostridium perfringens in the faecal samples of healthy horses during indoor and outdoor feeding seasons : comparison of methods

Hartsieristeisen jakelumuuntajan valintakriteerit

Tämän diplomityön tarkoitus on tuoda esiin öljy- ja hartsieristeisten muuntajien käytön tekniset, ympäristölliset ja taloudelliset erot. Vertailuun on otettu nämä kaksi vaihtoehtoa, koska ne ovat yleisimmin Suomessa käytetyt. Suurin osa jakelumuuntajista Suomessa on öljyeristeisiä, siksi tämän työn esimerkeiksi on otettu projektit, joissa käytettiin hartsimuuntajaa. Työn alkuosa koostuu muuntajien teknisten erojen selvittämisestä sekä ulko- että sisäkäytössä. Toinen osa käsittelee ympäristönkuormitusta ja kolmas osa sitä, kuinka jakelumuuntajan käyttö ja valinta vaikuttaa muuntamon elinikäkustannuksiin. Lopussa on kaksi todellista esimerkkiä, joissa voi olla mahdollisuus kyseenalaistaa muuntajavaihtoehto tai olla vaikeaa valita kannattavin ratkaisu. Suurimmat valintakriteerit muuntajalle Suomessa ovat taloudellisuus ja ympäristöystävällisyys. Ympäristöystävällisyys voi olla paikallista tai globaalia ympäristöhaitan torjuntaa. Myös kustannukset voidaan jakaa suoriin ja epäsuoriin muuntajasidonnaisiin kustannuksiin. Esimerkin kuvauksen jälkeen on laskettu yleisimpien vaihtoehtojen kustannukset ja esitetty niille perustelut.

Hepatitis C Virus Awareness Among Men Who Have Sex With Men in Southwest Switzerland.

BACKGROUND: In Switzerland, the incidence of hepatitis C virus (HCV) infection in HIV-positive men who have sex with men (MSM) rose 18-fold between 1998 and 2011. We aimed to evaluate transmission risk factors, awareness, and seroprevalence of HCV among MSM in southwest Switzerland. METHODS: From 1st June 2011 to 31st August 2012, trained health care professionals invited individuals attending (1) MSM screening clinics and (2) indoor and outdoor meeting areas to complete an anonymous questionnaire. Consenting participants were rapid tested for HCV (OraQuick HCV Rapid Antibody Test). RESULTS: Of 918 MSM approached, 654 agreed to participate, most of whom (536, 82%) were enrolled via MSM screening clinics. Of 654 participants, 21 (3.2%) disclosed being HIV positive; 140 (21%) had unknown HIV status. In the preceding 12 months, 357 (55%) of 654 participants reported unprotected anal intercourse (UAI) and 321 (49%) of 654 participants reported UAI with partners of different/unknown HIV status. Not HIV serosorting was reported more frequently among HIV-positive individuals (76%, P < 0.001). Three hundred two participants (46%) were aware of HCV, awareness being higher among clinic than meeting area participants (49% vs. 33%, P = 0.04). One individual (of 654; 0.2%), with a negative HIV test result 18 months previously was newly diagnosed as being HCV positive on rapid testing. CONCLUSIONS: In this sample of predominantly HIV-negative MSM, half the participants were aware of HCV and HCV seroprevalence was low. However, high rates of UAI and of UAI without HIV serosorting were reported. Given the increasing incidence of HCV among HIV-positive men, we propose that HCV counseling should be offered to MSM regardless of HIV status, with testing offered to those at high risk.

Anàlisi d'imatges estereoscòpiques utilitzant mètodes de baixa càrrega computacional

Mitjançant imatges estereoscòpiques es poden detectar la posició respecte de la càmera dels objectes que apareixen en una escena. A partir de les diferències entre les imatges captades pels dos objectius es pot determinar la profunditat dels objectes. Existeixen diversitat de tècniques de visió artificial que permeten calcular la localització dels objectes, habitualment amb l’objectiu de reconstruir l’escena en 3D. Aquestes tècniques necessiten una gran càrrega computacional, ja que utilitzen mètodes de comparació bidimensionals, i per tant, no es poden utilitzar per aplicacions en temps real. En aquest treball proposem un nou mètode d’anàlisi de les imatges estereoscòpiques que ens permeti obtenir la profunditat dels objectes d’una escena amb uns resultats acceptables. Aquest nou mètode es basa en transformar la informació bidimensional de la imatge en una informació unidimensional per tal de poder fer la comparació de les imatges amb un baix cost computacional, i dels resultats de la comparació extreure’n la profunditat dels objectes dins l’escena. Això ha de permetre, per exemple, que aquest mètode es pugui implementar en un dispositiu autònom i li permeti realitzar operacions de guiatge a través d’espais interiors i exteriors.

Energiansäästölamppujen vaikutukset pienjännitteisen sähkönjakeluverkon kuormitukseen ja häviöihin

Euroopan Unioni kieltää matalan hyötysuhteen lamppujen käyttämisen sekä sisä- että ulkovalaisimissa. Näin ollen matalan hyötysuhteen lamput, kuten perinteiset hehkulamput tulee vaihtaa paremman hyötysuhteen lamppuihin, kuten energiansäästölamppuihin. Energiansäästölampuissa 230 V, 50 Hz verkkosähkö muunnetaan valonlähteelle sopivaksi tehoelektroniikan avulla. 50 Hz perustaajuisen virran lisäksi energiansäästölamput ottavat verkosta harmonisia yliaaltoja. Harmoniset yliaallot aiheuttavat lisähäviöitä verkostokomponenteissa, kuten muuntajissa ja johdoissa. Tässä kandidaatintyössä tutkitaan millaisia vaikutuksia hehkulamppujen vaihtaminen energiansäästölamppuihin aiheuttaa pienjännitteisessä jakeluverkossa. Työssä tarkastellaan lyhyesti myös energiansäästölamppujen energiatehokkuutta, sekä sitä, millaisia rajoitteita standardit asettavat harmonisille yliaalloille.

Spray pyrolysed In2S3 thin films: A potential electron selective layer for large area inverted bulk-heterojunction polymer solar cells

In this paper, we report the results of investigations on the potential of spray pyrolysis technique in depositing electron selective layer over larger area for the fabrication of inverted bulk-heterojunction polymer solar cells. The electron selective layer (In2S3) was deposited using spray pyrolysis technique and the linear heterojunction device thus fabricated exhibited good uniformity in photovoltaic properties throughout the area of the device. An MEH-PPV:PCBM inverted bulk-heterojunction device with In2S3 electron selective layer (active area of 3.25 3.25 cm2) was also fabricated and tested under indoor and outdoor conditions. Fromthe indoor measurements employing a tungsten halogen lamp (50mW/cm2 illumination), an opencircuit voltage of 0.41V and a short-circuit current of 5.6mA were obtained. On the other hand, the outdoor measurements under direct sunlight (74mW/cm2) yielded an open-circuit voltage of 0.46V and a short-circuit current of 9.37mA

Vad händer med dialogen? : En studie av dialogisk interaktion mellan pedagog och barn i förskolan

The overall purpose of this study is to gain knowledge about dialogues in the setting of the preschool. The more in-depth purpose is to highlight what happens in dialogues between a teacher and a child when more children join the situation of interaction in which the dialogue is taking place. A further purpose is to attempt to understand what it is that influences change in the dialogue and what significance the actions of the teacher can have for this change. The study is based on several questions that concern interaction in preschools, who it is that initiates an increase in the number of participants in those situations that involve dialogue, and what happens with the dialogue when more children join and what causes the change in the dialogue. The study is based on video observations from a preschool; approximately 10 teachers and 50 children between the ages of one and six took part in the study. The situations that were observed and documented in video format were everyday activities (both indoor and outdoor) that were led at a nominal level by teachers. In total, 40 films were recorded. Film length was between one and 60 minutes. In 32 of the films, there was interaction between a teacher and several children, and 18 of these included dialogues between a teacher and several children. Dialogue is here given a specific significance and refers to the interaction that can be described in terms of presence, listening, reciprocity, and extending. This definition of dialogue derives from a combination of Martin Buber’s philosophy of dialogue and aspects of interaction that earlier research found to be significant for children’s learning. In two of the 18 films that showed dialogue, no other children became part of the situation of interaction; the remaining 16 films were transcribed; and both verbal and non-verbal events were made apparent in the transcriptions. Analyses of the recorded material and of the transcriptions were conducted using analytical terms borrowed from conversation analysis as well as the central term for this study dialogue.  The results demonstrate a complex practice and also demonstrate that dialogues in the sense given in this study take place between children and teachers. Situations of interaction also occur where dialogues take place in which a number of children join. It can be the child joining the situation of interaction who takes the initiative to an increased number of participants; however, it can also be the teacher or the child in the dialogue. The initial address can take place during a moment of transition in the interaction or at the same time as another participant is talking. The dialogue often changes when more children join the situation where the dialogue is taking place. The dialogue can end completely or be interrupted and resume. The results further demonstrate that the dialogue can continue without seemingly being affected by the fact that more children join. This happens when the child joining and the teacher in the dialogue interact in a non-verbal manner at the same time as the teacher is talking with the child in the dialogue. The dialogue can also be continued with more participants. Who takes the initiative, how the initial address occurs, and which content is given focus by the different participants are all factors that seem to affect what happens to the dialogue. How the teacher acts when more children join also appears to be significant in terms of what happens with the dialogue when more children join. In those situations where the teacher begins talking with a number of children about different subjects, the interaction ceases to be dialogic. When the teacher asks the joining child to wait, the dialogue is both interrupted and resumed, and on those occasions when the dialogue continues with more participants, the teacher listens to the joining child and the participants take turns speaking.

The attractiveness of the work is affected when production of handcrafted log houses moves indoors

Viewed from a historical perspective, a shift has occurred within the forestry and wood sector towards indoor work. In Sweden, the production of handcrafted log houses has now also begun to move indoors. With a point of departure in development processes within the log house sector involving working indoors, education, work attractiveness, between 2001-2005, the aim of this study was to compare indoor work with outdoor work, based on log house builders' experience of working on handcrafted log houses. Methods used in the interactive development project involving apprentices, experienced log house builders and researchers, were participation with continuous documentation of experiences and opinions; questions; interviews; and measurement of the work environment. The Attractive Work Model has been used in order to analyse perceptions and values. The changes, 15 out of 22 areas, were perceived both negatively and positively. Therefore, it can not be said that working on traditional, handcrafted log houses becomes more attractive if it is moved indoors. The majority wanted to work both outdoors and indoors, while most of the others only wanted to work outdoors. The results indicate that there is scope for developing more attractive work indoors by utilising experiences from log house builders and closely related activities such as the forestry and wood sector. Changes made within one area of work attractiveness affect other areas. Further research is needed both with regard to comparisons between indoor and outdoor work and regarding the interaction between the areas that are identified in the Attractive Work Model.

From Smart Meters To Smart Decisions: Web-Based Support For The Water Efficient Household

Smart water metering technologies for residential buildings offer, in principle, great opportunities for sustainable urban water management. However, much of this potential is as yet unrealized. Despite that several ICT solutions have already been deployed aiming at optimum operations on the water utilities side (e.g. real time control for water networks, dynamic pump scheduling etc.), little work has been done to date on the consumer side. This paper presents a web-based platform targeting primarily the household end user. The platform enables consumers to monitor, on a real-time basis, the water demand of their household, providing feedback not only on the total water consumption and relevant costs but also on the efficiency (or otherwise) of specific indoor and outdoor uses. Targeting the reduction of consumption, the provided feedback is combined with notifications about possible leakages\bursts, and customised suggestions to improve the efficiency of existing household uses. It also enables various comparisons, with past consumption or even with that of similar households, aiming to motivate further the householder to become an active player in the water efficiency challenge. The issue of enhancing the platform’s functionality with energy timeseries is also discussed in view of recent advances in smart metering and the concept of “smart cities”. The paper presents a prototype of this web-based application and critically discusses first testing results and insights. It also presents the way in which the platform communicates with central databases, at the water utility level. It is suggested that such developments are closing the gap between technology availability and usefulness to end users and could help both the uptake of smart metering and awareness raising leading, potentially, to significant reductions of urban water consumption. The work has received funding from the European Union FP7 Programme through the iWIDGET Project, under grant agreement no318272.