ABSTRACT
Traditional methods of non-contact human respiratory rate measurement usually require complex devices or algorithms. Aiming at this problem, a non-contact respiratory rate measurement method based on only the RGB video information was proposed in this paper. The method consisted of four steps. Firstly, spatial filtering was applied to each frame of the input video. Secondly, a gray compensation algorithm was used to compensate for the gray level change caused by the environmental light. Thirdly, the gray levels of each pixel over time were filtered separately by a low-pass filter. Finally, the region of interest was determined based on the filtering results, and the respiration rate of the human is measured. The physical measurement experiments were designed, and the measurement accuracy was compared with that of the biological radar. The error of the proposed method was between - 5.5% and 3% in different detection directions. The results show that the non-contact respiration rate measurement method can effectively measure the human respiration rate.
Subject(s)
Humans , Algorithms , Radar , Respiration , Respiratory RateABSTRACT
Life monitoring technology as the basis of health evaluation, in recent years, its related technology research also has new development, in which cardiopulmonary parameters are the core physiological indicators to measure the basic state of vital signs, the analysis of its monitoring technology is particularly important. In this study, the main means of life monitoring are analyzed, and the monitoring technology of cardiopulmonary parameters is the main focus. What is more, the research status and development of contact and non-contact cardiopulmonary monitoring technology at home and abroad were also considered. Lastly, this study will be combined with the radar wave vital signs monitoring technology, which has been achieved good results in the field of cardiopulmonary monitoring, in order to provide a reference for the long-term development of life monitoring field and the technology integration of intelligent pension, intelligent automobile and other related industries.
Subject(s)
Algorithms , Heart Rate , Monitoring, Physiologic , Radar , Respiratory Rate , Technology , Vital SignsABSTRACT
Given the limitations of different types of remote sensing images, automated land-cover classifications of the Amazon várzea may yield poor accuracy indexes. One way to improve accuracy is through the combination of images from different sensors, by either image fusion or multi-sensor classifications. Therefore, the objective of this study was to determine which classification method is more efficient in improving land cover classification accuracies for the Amazon várzea and similar wetland environments - (a) synthetically fused optical and SAR images or (b) multi-sensor classification of paired SAR and optical images. Land cover classifications based on images from a single sensor (Landsat TM or Radarsat-2) are compared with multi-sensor and image fusion classifications. Object-based image analyses (OBIA) and the J.48 data-mining algorithm were used for automated classification, and classification accuracies were assessed using the kappa index of agreement and the recently proposed allocation and quantity disagreement measures. Overall, optical-based classifications had better accuracy than SAR-based classifications. Once both datasets were combined using the multi-sensor approach, there was a 2% decrease in allocation disagreement, as the method was able to overcome part of the limitations present in both images. Accuracy decreased when image fusion methods were used, however. We therefore concluded that the multi-sensor classification method is more appropriate for classifying land cover in the Amazon várzea.
Dadas as limitações de diferentes tipos de imagens de sensores remotos, classificações automáticas do uso e cobertura do solo na várzea Amazônica podem resultar em índices de acurácia insatisfatórios. Uma das maneiras de melhorar esses índices é através da combinação de dados de distintos sensores, por fusão de imagens ou através de classificações multi-sensores. Desta forma, o presente estudo teve o objetivo de determinar qual método de classificação é mais eficiente em melhorar os índices de acurácia das classificações do uso e cobertura do solo para a várzea Amazônica e áreas úmidas similares - (a) a fusão sintética de imagens SAR e ópticas ou (b) a classificação multi-sensor de imagens ópticas e SAR pareadas. Classificações da cobertura do solo com base em imagens de um único sensor (Landsat TM ou Radarsat-2) foram comparadas com as classificações multi-sensor e classificações baseadas em fusão de imagens. A análise de imagens baseada em objetos (OBIA) e o algoritmo de mineração de dados J.48 foram utilizados para realizar a classificação automática, cuja precisão foi avaliada com o índice kappa e com as medidas de discordância de alocação e de quantidade, recentemente propostas na literatura. Em geral, as classificações baseadas em imagens ópticas apresentaram melhor precisão do que as classificações baseadas em dados SAR. Uma vez que ambos os conjuntos de dados foram combinados em uma abordagem multi-sensores, houve uma redução de 2% no erro de alocação da classificação, uma vez que o método foi capaz de superar parte das limitações presentes em ambas as imagens. Contudo, a precisão diminuiu quando foram usados métodos de fusão de imagens. Concluiu-se que o método de classificação multi-sensor é mais apropriado para classificações de uso do solo na várzea amazônica.
Subject(s)
Lakes , Radar , Geographic Information Systems , Remote Sensing Technology , WetlandsABSTRACT
The use of radar imagery is an alternative source of information to support the monitoring of the Amazon region, since the optical images have imaging limitations in tropical areas due to the occurrence of clouds. Therefore, the goal of this study is to analyze the radar images in X-band multi-temporal polarized obtained by COSMO-SkyMed satellite (COnstellation of small Satellites for Mediterranean basin Observation), in the intensity mode, isolated and/or combined with textural information, to thematic characterization of land use/land cover in the Humaitل, Amazonas State region. The methodology used includes: analysis of the dual images obtained during two subsequent acquisitions, in order to explore the potential of the dataset as a quad-pol intensity; extraction of textural attributes from the co-occurrence matrix (Gray Level Co-occurrence Matrix) and subsequent contextual classification; statistical assessment of the thematic performance of the intensity and textural images, isolated and in polarized groups. Within the results achieved, the group formed only by the intensity images presented a better performance if compared to those containing the textural attributes. In this discrimination, the classes involved were forest, alluvial forest, reforestation, savannah, pasture and burned areas, yielding 66% overall accuracy and a Kappa value of 0.55. The results showed that X band images, from COSMO-SkyMed, StripMap mode (Ping-Pong), multi-polarized, presents a moderate potential to characterize and monitor the dynamics of land use/land land cover in the Brazilian Amazon.
A utilização de imagens de radar é fonte alternativa de informações para subsidiar o monitoramento da região amazônica, visto que as imagens ópticas têm limitações de imageamento em zonas tropicais face a ocorrência de nuvens. Por conseguinte este trabalho teve como objetivo analisar a capacidade das imagens-radar de banda X multitemporais e polarizadas obtidas pelo satélite COSMO-SkyMed (COnstellation of small Satellites for Mediterranean basin Observation), no modo intensidade, isoladamente e agregados às informações texturais, na caracterização temática de uso e cobertura da terra no município de Humaitá/AM. A metodologia empregada consistiu da: análise das imagens duais obtidas em duas aquisições subsequentes, de forma a explorar a potencialidade do conjunto de dados na forma quad-pol intensidade; extração dos atributos texturais a partir da matriz de coocorrência (Gray Level Co-occurrence Matrix) e posterior classificação contextual; avaliação estatística de desempenho temático das imagens intensidade e texturais, isoladas e em grupos polarizados. Dentre os vários resultados alcançados, foi verificado que o grupo formado somente pelas imagens intensidade apresentou o melhor desempenho, comparado àqueles contendo os atributos texturais. Nesta separabilidade, estavam envolvidas as classes de floresta, floresta aluvial, reflorestamento, savana, pasto e queimada, obtendo-se 66% de acurácia total e valor Kappa de 0,55. Os resultados mostraram que as imagens de banda X do COSMO-SkyMed, modo StripMap (Ping-Pong), multipolarizadas, têm potencial moderado para a caracterização e monitoramento da dinâmica de uso e cobertura da terra na Amazônia brasileira.
Subject(s)
Geographic Mapping , Environmental Monitoring , Radar/instrumentation , Land Use , Amazonian Ecosystem , Remote Sensing Technology/methodsABSTRACT
Non-contact vital sign detection technique provides an effective usage in health monitoring applications. A vital sign detector was designed based on microwave bio-radar technique. Using Doppler principle, continuous wave bioradar was designed for tiny body movement detection, short-time Fourier transform and interpolation algorithm were adopted for heart and respiration rate extraction, embedded system was used for system integration, real-time signal processing software was designed on it. Experiments were done by using simulation device and human body for research and performance evaluation. The result shows that the proposed prototype can be used for single target vital signs detection at the distance of 90 cm, and the heart rate result shows a 96% recognition rate.
Subject(s)
Humans , Equipment Design , Physical Examination , Methods , Radar , Vital SignsABSTRACT
O presente trabalho tem como objetivo analisar o potencial de imagens SAR polarimétricas do sensor TerraSAR-X, no modo StripMap, para mapear o uso e cobertura da terra na região sudoeste da Amazônia brasileira. No procedimento metodológico imagens de amplitude nas polarizações A HH e A VV, A
The objective of this work was to analyze the potential use of SAR polarimetric images from the TerraSAR-X sensor system, at StripMap mode, to map land use and land cover in SW Brazilian Amazon. Amplitude images at polarizations A HH, A VV, ASubject(s)
Radar
, Amazonian Ecosystem
, Geographic Mapping
ABSTRACT
The Brazilian Amazon has a deficit of 35 percent of coverage regarding topographic mapping at semi-detailed (1:100,000) scale. This paper presents an alternative to overcome this scenario using a combination of planialtimetric information from two orbital SAR (Synthetic Aperture Radar) missions. The altimetry was acquired from Shuttle Radar Topography Mission (SRTM), while the planimetry was provided from Fine Beam Dual (FBD) images of the Phased Array L-band Synthetic Aperture Radar (PALSAR) sensor. The research was carried out in the mountainous area of the Serra dos Carajás (Pará State), located on the Amazon region. The quality of the orbital topographic information was evaluated regarding precise planialtimetric measurements acquired from Global Positioning System (GPS) field campaigns. The evaluations were performed following two approaches: (1) the use of Root Mean Square Error (RMSE) and (2) tendency and precision hypothesis tests. The investigation has shown that the planialtimetric quality of the orbital products fulfilled the Brazilian Map Accuracy Standards requirements for 1:100,000 A Class map. Thus, the use of combination of information provided by PALSAR and SRTM-3 data can be considered a promising alternative for production and update of semi-detailed topographic mapping in similar environments of the Amazon region, where topographic information is lacking or presents low quality.
A Amazônia brasileira possui um déficit de 35 por cento de cobertura em relação ao mapeamento topográfico na escala de semi-detalhe (1:100.000). Este trabalho apresenta uma alternativa para superar este cenário usando a combinação de informação planialtimétrica de duas missões SAR (Radar de Abertura Sintética) orbitais. A altimetria foi adquirida da Shuttle Radar Topography Mission (SRTM), enquanto que a planimetria foi fornecida de imagens Fine Beam Dual (FBD) do sensor Phased Array L-band Synthetic Aperture Radar (PALSAR). A pesquisa foi desenvolvida na área montanhosa da Serra dos Carajás (Estado do Pará) localizada na região Amazônica. A qualidade das informações topográficas orbitais foi avaliada em relação a medidas planialtimétricas precisas adquiridas de campanhas de campo com Sistema de Posicionamento Global (GPS). As avaliações foram realizadas seguindo duas abordagens: (1) o uso de Erro Médio Quadrático (EMQ) e (2) testes de hipótese de tendência e precisão. A investigação mostrou que a qualidade planialtimétrica dos produtos orbitais atendeu aos requisitos para a Classe A (1:100.000) do Padrão de Exatidão Cartográfica brasileiro. Assim, o uso da combinação de informações fornecidas pelos dados PALSAR e SRTM-3 pode ser considerado como uma alternativa promissora para a produção e atualização de mapeamento topográfico de semi-detalhe em ambientes similares da região Amazônica, onde a informação topográfica é ausente ou apresenta baixa qualidade.
Subject(s)
Environmental Monitoring/instrumentation , Geographic Information Systems/instrumentation , Geography/instrumentation , Remote Sensing Technology/methods , Brazil , Environmental Monitoring/methods , Geography/methods , RadarABSTRACT
<p><b>OBJECTIVE</b>To study the effects of radar radiation on sperm quality.</p><p><b>METHODS</b>A total of 348 infertile seamen were divided into 4 experimental groups according to their different lengths of exposure to radar radiation: Group 1 (n = 128) exposed for 12-36 months, Group 2 (n = 58) 37-72 m, Group 3 (n = 47) 73-108 m, Group 4 (n = 19) 109 m or more and Group 5 (n = 96) 48 m or more but free from the exposure for 6 months by then. Another 35 non-marine normal males were recruited as Control Group 1, and the first four experimental groups (n = 252) were taken as Control Group 2. Semen samples were collected from the subjects and analyzed statistically.</p><p><b>RESULTS</b>Compared with the normal control, sperm concentration, sperm motility and the percentage of grade a sperm were significantly lower (P < 0.01), and the percentages of grade d and abnormal sperm significantly higher (P < 0.01) in the experimental groups. In Group 5, obvious recovery was noted in sperm morphology (P < 0.01) and motility (P < 0.05), but significant differences were seen with the normal control group in sperm concentration (P < 0.05), sperm motility and the percentage of grade a and b sperm and that of abnormal sperm (P < 0. 01).</p><p><b>CONCLUSION</b>Radar radiation damages sperm quality, as shown in the reduction of sperm motility and elevation of sperm abnormality. Cease from the exposure may effect an easy recovery in sperm morphology.</p>
Subject(s)
Adult , Humans , Male , Middle Aged , Infertility, Male , Microwaves , Naval Medicine , Occupational Exposure , Radar , Semen , Cell Biology , Radiation Effects , Sperm Count , Sperm Motility , Physiology , Radiation EffectsABSTRACT
<p><b>OBJECTIVE</b>To evaluate the effect of Long-term exposure to low intensity microwave radiation on male reproductivity.</p><p><b>METHODS</b>A total of 289 married male radar operators were included in the radar group and 148 married men unexposed to microwave radiation were enrolled as controls. Questionnaires were used and the intensity of microwave radiation in different working areas was detected.</p><p><b>RESULTS</b>The rate of sexual dysfunction was 43.6% in the radar group and 24.4% in the control group (P < 0.01). The natural pregnancy rate was 53.6% within 1 year of marriage and 46.4% after 1 year of marriage in the radar group, as compared with 81.1% and 18.9% in the control group (P < 0.01).</p><p><b>CONCLUSION</b>Long-term exposure to low intensity microwave radiation evidently increased the sexual dysfunction rate and decreased natural pregnancy rate in men.</p>
Subject(s)
Female , Humans , Male , Pregnancy , Dose-Response Relationship, Radiation , Erectile Dysfunction , Epidemiology , Fertility , Radiation Effects , Microwaves , Military Personnel , Occupational Exposure , Pregnancy Outcome , Radar , Radiation Dosage , Surveys and QuestionnairesABSTRACT
To develop a filtering algorithm which could trace the spectral peaks of the interference and which was used to extract the breath signal with the same band interference in radar non-contact life-detecting system, second filtering algorithm was studied. Through first filtering,the probable interfering spectral peaks (ISP) could be detected by Yule-Walker spectrum estimating and could be located by calculating the coefficients of normalized cross-correlation function according to standard breath signal. Thus the breath signal could be extracted through a second filtering. By using the second filtering algorithm (SFA), the same band interfering spectral peaks with breath signal could be recognized and inhibited. So we conclude that the same band mono-ISP could be inhibited by using SFA and breath signals could be effectively extracted.
Subject(s)
Adult , Humans , Male , Algorithms , Artifacts , Monitoring, Physiologic , Methods , Radar , Signal Processing, Computer-AssistedABSTRACT
Um estudo do monitoramento do nível de água foi realizado com medidas diretas e com Radar de Penetração no Solo (GPR) em uma floresta tropical de transição para o cerrado. Três poços de monitoramento do nível de água foram instalados durante 2001/2002 em três locais diferentes: o primeiro em uma área de floresta permanente, outro em área de floresta manejada e outra em uma área de pasto. Os perfis de GPR mostram que o nível do topo do lençol freático aparece como um refletor horizontal forte em março e em agosto de 2002, e como um refletor fraco durante medidas em maio e outubro de 2001 com descontinuidades devido a diversas lentes de solo laterítico no solo. O topo do lençol de água é facilmente confundido com a presença de tais lentes. A umidade do solo teve uma influência nestes sinais da reflexão, mudando a constante dielétrica do solo. A profundidade do topo do lençol da água variou 1,8 m sob a floresta permanente, 0,9 m sob a floresta manejada e 3,7 m sob o pasto.
Subject(s)
Radar , Soil , Groundwater , Pasture , RainforestABSTRACT
A diferenciação entre os perfis de precipitação convectiva e estratiforme dentre os diversos sistemas de precipitação existentes na região tropical é muito importante para a circulação atmosférica global, sendo extremamente sensível à distribuição vertical de calor latente. Na América do Sul, a atividade convectiva responde à Oscilação Intrasazonal (IOS). Este trabalho analisa dados de um disdrômetro e um radar de apontamento vertical instalados no aeroporto de Ji-Paraná, RO, Brasil, para o experimento de campo WETAMC/LBA & TRMM/LBA, em Janeiro e Fevereiro de 1999. A breve análise dos regimes de ventos associados à IOS mostrou um grande diferença no tipo, tamanho e processos microfísicos de crescimento de hidrometeoros em cada regime de vento: regimes de leste possuem mais turbulência e conseqüentemente formação de precipitação convectiva, e regimes de oeste possuem formação de precipitação mais estratiforme.
Subject(s)
Radar , Atmospheric PrecipitationABSTRACT
To determine whether a living object is human being or animal by detecting the respiration signal using the life-detector based on radar to penetrate the building or debris. To fully utilize the nonstationary character of the respiration signal, short time Fourier transform (STFT) is employed to get the signal's time-frequency representation. Singular value decomposition (SVD) is then used in the spectrogram to extract feature vector for pattern identification. Human beings and animals can be identified from the respiration sensed by the life-detector based on radar. Experimental results show that the method based on STFT and SVD is stable and efficient to differ from the human being and animal.
Subject(s)
Animals , Dogs , Humans , Equipment Design , Fourier Analysis , Monitoring, Physiologic , Pattern Recognition, Automated , Radar , Respiration , Signal Processing, Computer-Assisted , Species Specificity , SwineABSTRACT
<p><b>OBJECTIVE</b>To investigate the relationship between microwave radiation and male reproductivity.</p><p><b>METHODS</b>After filling out questionnaire and body check, we carried out molecular epidemiological studies, using single cell gel electrophoresis (SCGE) and sperm automatic analysis among people working on radar.</p><p><b>RESULTS</b>Quality of semen and semi-clinical injury of sperm among the people working on radar had changed when radar electromagnetic wave frequency distance, intensity, lasting time and protection shield were changing. Dose-response relationship was noticed and the increase of sperm dysmorphia played a principal role. The results between exposed group and control group showed significant difference (P < 0.01).</p><p><b>CONCLUSION</b>People working on radar who suffered from non-ionization for long time and had bad radar shield protection would show semi-clinical injury on sperm and bad semen quality. However, it did not affect the male reproductive function. It was necessary to reinforce the protection of non-ionization and to improve male reproductive health care of people working on radar.</p>
Subject(s)
Adult , Humans , Male , Comet Assay , Cross-Sectional Studies , Dose-Response Relationship, Radiation , Fertility , Physiology , Radiation Effects , Occupational Exposure , Radar , Radiation, Nonionizing , Spermatozoa , Cell Biology , Radiation Effects , Time FactorsABSTRACT
<p><b>OBJECTIVE</b>To evaluate the inflicted by radar electromagnetic radiation to the sperm DNA of radar operators.</p><p><b>METHODS</b>Sperm concentration, viability, motility, sperm abnormality were determined by routine sperm analysis and sperm chromatin structure assay (SCSA) in the highly exposed group(n = 88), lowly exposed group(n = 143) and control group(n = 39).</p><p><b>RESULTS</b>Sperm motility, viability of the highly exposed group reduced compared with that of the lowly exposed group and control group, while sperm abnormality increased. The COMP alpha reduction of the highly exposed group indicated that the highly exposed group had a medium fertility potential. The multifactor variable analysis showed that daily working time was a dangerous factor in sperm abnormality and abstinence time was a dangerous factor in the parameter of SCSA.</p><p><b>CONCLUSIONS</b>Radar radiation inflicts damage to male reproduction system and it is important to take protective measures.</p>
Subject(s)
Adolescent , Adult , Humans , Male , Middle Aged , Chromatin , DNA Damage , Dose-Response Relationship, Radiation , Electromagnetic Phenomena , Occupational Exposure , Radar , Spermatozoa , Radiation EffectsABSTRACT
El objetivo del presente estudio fue evaluar las modificaciones psicofisiológicas indicadores de fatiga mental en 24 Controladores de Tránsito Aéreo expuestos a la pantalla de radar. Las pruebas que se utilizaron para evaluar la fatiga fueron: Variabilidad de la Frecuencia Cardíaca, Destreza Manual y Precisión, Patrones Subjetivos de Fatiga de Yoshitake, Frecuencia Cardíaca y Tensión Arterial. Estas pruebas se aplicaron en todos los sujetos tanto expuestos como no expuestos a la pantalla de radar en dos momentos, y en tres sesiones durante la jornada laboral. Adicionalmente se evaluó el estado general de salud de los trabajadores, las características del ambiente de trabajo, la actividad del proceso laboral y el puesto de trabajo. En el análisis de los datos se observó un mayor porcentaje de fatiga en los Controladores Aéreos Expuestos según la prueba de Patrones Subjetivos de Fatiga. Con respecto a la Variabilidad de la Frecuencia Cardíaca, el 50 por ciento de los Controladores de Tránsito Aéreo se encontraron fatigados al inicio y a lo largo de la jornada. El 50 por ciento de los Controladores de Tránsito Aéreo presentaron una disminución en la prueba de Destreza Manual y Precisión en las tres sesiones y finalmente el análisis de la Tensión Arterial reportó un mayor porcentaje al Controladores de Tránsito Aéreo con cifras tensionales elevadas luego de dos horas de exposición. En el análisis inferencial no se encontraron diferencias estadísticas significativa entre los dos momentos ni entre las sesiones evaluadas