• Title/Summary/Keyword: Infrared sensing

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Predicting the Soluble Solids of Apples by Near Infrared Spectroscopy (II) - PLS and ANN Models - (근적외선을 이용한 사과의 당도예측 (II) - 부분최소제곱 및 인공신경회로망 모델 -)

  • ;W. R. Hruschka;J. A. Abbott;;B. S. Park
    • Journal of Biosystems Engineering
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    • v.23 no.6
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    • pp.571-582
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    • 1998
  • The PLS(Partial Least Square) and ANN(Artificial Neural Network) were introduced to develop the soluble solids content prediction model of apples which is followed by making a subsequent selection of photosensor. For the optimal PLS model, number of factors needed for spectrum analysis were increased until the convergence of prediction residual error sum of squares. Analysis has shown that even part of the overall wavelength with no pretreatment may turn out better performing. The best PLS model was found in the 800 to 1,100nm wavelength region without pretreatment of second derivation, having $R^2$=0.9236, bias= -0.0198bx, SEP=0.2527bx for unknown samples. On the other hand, for the ANN model the second derivation led to higher performance. On partial range of 800 to 1,100nm wavelengh region, prediction model with second derivation for unknown samples reached $R^2$=0.9177, SEP=0.2903bx in contrast to $R^2$=0.7507, SEP =0.4622bx without pretreatment.

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Reduced Graphene Oxide Field-Effect Transistor for Temperature and Infrared Sensing

  • Trung, Tran Quang;Tien, Nguyen Thanh;Kim, Do-Il;Lee, Nae-Eung
    • Proceedings of the Korean Vacuum Society Conference
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    • 2012.02a
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    • pp.552-552
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    • 2012
  • We fabricated reduced graphene oxide field-effect transistor (RGO-FET) on glass for highly sensitive temperature and IR detection. The device has the channels of RGO responsive to physical stimuli such as temperature and IR. The RGO sensing layers are fabricated from exfoliated graphene oxide sheets that are deposited to form a thin continuous network by electrostatic assembly. These graphene oxide networks are reduced toward reduce graphene oxide by exposure to a hydrazine hydrate vapor. To improve performance and eliminate interferences from oxygen and water vapor absorption to electrical properties of RGO-FET, the sensor devices were encapsulated by the tetratetracontane layer after annealing treatment. The device with encapsulation layer showed lower hysteresis, improved stability, and better repeatability. The temperature response of RGO-FET is examined by measuring changing the temperature, the device exhibited the high sensitivity and repeatability even with the temperature interval of 1 K. We also demonstrated that our devices have capability of IR sensing.

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Development of a Drought Detection Indicator using MODIS Thermal Infrared Data

  • Park, Sun-Yurp
    • Korean Journal of Remote Sensing
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    • v.20 no.1
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    • pp.1-11
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    • 2004
  • Based on surface energy balance climatology, surface temperatures should respond to drying conditions well before plant response. To test this hypothesis, land surface temperatures (LST) derived from MODIS data were analyzed to determine how the data were correlated with climatic water balance variables and NDVI anomalies during a growing season in Western and Central Kansas. Daily MODIS data were integrated into weekly composites so that each composite data set included the maximum temperature recorded at each pixel during each composite period. Time-integrated, or cumulative values of the LST deviation standardized with mean air temperatures had significantly high correlation coefficients with SM, AE/PE, and MD/PE, ranging from 0.65 to 0.89. The Standardized Thermal Index (STI) is proposed in this study to accomplish the objective. The STI, based on surface temperatures standardized with observed mean air temperatures, had significant temporal relationships with the hydroclimatological factors. STI classes in all the composite periods also had a strong correlation with NDVI declines during a drought episode. Results showed that, based on LST, air temperature observations, and water budget analysis, NDVI declines below normal could be predicted as early as 8 weeks in advance in this study area.

Estimation of Forest LAI in Close Canopy Situation Using Optical Remote Sensing Data

  • Lee, Kyu-Sung;Kim, Sun-Hwa;Park, Ji-Hoon;Kim, Tae-Geun;Park, Yun-Il;Woo, Chung-Sik
    • Korean Journal of Remote Sensing
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    • v.22 no.5
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    • pp.305-311
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    • 2006
  • Although there have been several attempts to estimate forest LAI using optical remote sensor data, there are still not enough evidences whether the NDVI is effective to estimate forest LAI, particularly in fully closed canopy situation. In this study, we have conducted a simple correlation analysis between LAI and spectral reflectance at two different settings: 1) laboratory spectral measurements on the multiple-layers of leaf samples and 2) Landsat ETM+ reflectance in the close canopy forest stands with fieldmeasured LAI. In both cases, the correlation coefficients between LAI and spectral reflectance were higher in short-wave infrared (SWIR) and visible wavelength regions. Although the near-IR reflectance showed positive correlations with LAI, the correlations strength is weaker than in SWIR and visible region. The higher correlations were found with the spectral reflectance data measured on the simulated vegetation samples than with the ETM+ reflectance on the actual forests. In addition, there was no significant correlation between the forest.LAI and NDVI, in particular when the LAI values were larger than three. The SWIR reflectance may be important factor to improve the potential of optical remote sensor data to estimate forest LAI in close canopy situation.

Possibility of Applying Infrared Background Threshold Values for Detecting Asian dust in Spring from Geostationary Satellite (봄철 황사탐지를 위한 정지궤도위성 적외선 채널의 배경경계값 적용 가능성 연구)

  • Hong, S.J.;Kim, J.H.;Ha, J.S.
    • Korean Journal of Remote Sensing
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    • v.26 no.4
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    • pp.387-394
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    • 2010
  • There has been an increasing trend in damaging by the Asian dust in spring. The continuous monitoring of the dust event with IR channels in geostationary satellite is very useful for forecasting and preventing the event. However, the monitoring with the IR channels revealed various problems associated with sensitivity. To eliminate these problems, we introduced a new concept of monitoring by constructing the background threshold values (BTV) and aerosol index (AI). This paper is about to test the reliability of this concept by applying to geostationary satellite, MTSAT-1R.

OCI and ROCSAT-1 Development, Operations, and Applications

  • Chen, Paul;Lee, L.S.;Lin, Shin-Fa
    • Korean Journal of Remote Sensing
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    • v.15 no.4
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    • pp.367-375
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    • 1999
  • This paper describes the development, operations, and applications of ROCSAT-l and its Ocean Color Imager (OCI) remote-sensing payload. It is the first satellite program of NSPO. The satellite was successfully launched by Lockheed Martin's Athena on January 26, 1999 from Cape Canaveral, Florida. ROCSAT-l is a Low Earth Orbit (LEO) experimental satellite. Its circular orbit has an altitude of 600km and an inclination angle of 35 degrees. The satellite is designed to carry out scientific research missions, including ocean color imaging, experiments on ionospheric plasma and electrodynamics, and experiments using Ka-band (20∼30GHz) communication payloads. The OCI payload is utilized to observe the ocean color in 7 bands (including one redundant band) of Visible and Near-Infrared (434nm∼889nm) range with the resolution of 800m at nadir and the swath of 702km. It employs high performance telecentric optics, push-broom scanning method using Charge Coupled Devices (CCD) and large-scale integrated circuit chips. The water leaving radiance is estimated from the total inputs to the OCI, including the atmospheric scattering. The post-process estimates the water leaving radiance and generates different end products. The OCI has taken images since February 1999 after completing the early orbit checkout. Analyses have been performed to evaluate the performances of the instrument in orbit and to compare them with the pre-launch test results. This paper also briefly describes the ROCSAT-l mission operations. The spacecraft operating modes and ROCSAT Ground Segment operations are delineated, and the overall initial operations of ROCSAT-l are summarized.

State-of-the-Art on Gesture Sensing Technology Based on Infrared Proximity Sensor (적외선 근접센서 기반 제스처 센싱기술 동향)

  • Suk, J.H.;Jeon, Y.D.;Lyuh, C.G.
    • Electronics and Telecommunications Trends
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    • v.30 no.6
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    • pp.31-41
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    • 2015
  • 사람은 User Interface(UI)를 통해 기기와 접촉하고 활용하며, 서비스를 제공받는다. 대부분의 입력 도구들은 사용자의 접촉을 필요로 하기 때문에 기기에 접촉이 불가능한 상황에서는 사용자의 의도를 기기에 전달하기 어렵다. 본고에서는 접촉 없이 사용자 입력을 가능하게 하는 기술 중 적외선 근접센서에 기반을 둔 제스처 센싱기술을 소개한다.

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NEW RETRIEVAL METHOD FOR AEROSOL OPTICAL PARAMETERS USING DIRECTIONAL REFLECTANCE AND POLARIZATION DATA BY POLDER ON BOARD ADEOS

  • Kawata, Yoshiyuki;Izumiya, Toshiaki
    • Proceedings of the KSRS Conference
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    • 1999.11a
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    • pp.95-99
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    • 1999
  • We proposed a new retrieval method for aerosol's real part of refractive index, optical thickness, and Angstrom exponent using POLDER's directional reflectance and polarization data. We showed that aerosol's real part of refractive index can be retrieved systematically using multi-directional PR(polarization and reflectance) diagrams in a single infrared band by our algorithm for the first time. We examined the retrieved results, by comparing with the simultaneously measured sky observation data at the study site and we obtained a reasonable agreement between them.

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Measurement of Surface Temperature for Real Time Monitoring of the GMA Welding Processes (GMA용접공정의 실시간 모니터링을 위한 표면온도 측정)

  • 부광석;조형석
    • Proceedings of the KWS Conference
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    • 1994.10a
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    • pp.111-114
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    • 1994
  • This paper describes a method to measure a weldment surface temperature for estimating variations of the weld pool size in the gas metal arc(GMA) welding processes. An Infrared sensing system is designed to measure the radiation emitted from the top surface of the weldment, The interference effect of the electric arc to the measurement is rejected by detecting the low peaks of the noisy signal. An optimizing criterion, in which the correlation between the weld quality and the measured temperature is maximized, is also proposed to determine the optimal measurement location.

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State-of-the-Art on Gesture Sensing Technology Based on Infrared Proximity Sensor (스마트폰 시장동향 - 적외선 근접센서 기반 제스처 센싱기술 동향)

  • Suk, J.H.;Jeon, J.D.;Lyuh, C.G.
    • The Optical Journal
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    • s.161
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    • pp.58-73
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    • 2016
  • 사람은 User Interface(UI)를 통해 기기와 접촉하고, 활용하며 서비스를 제공받는다. 대부분의 입력 도구들은 사용자의 접촉을 필요로 하기 때문에 기기에 접촉이 불가능한 상황에서는 사용자의 의도를 기기에 전달하기 어렵다. 본고에서는 접촉 없이 사용자의 입력을 가능하게 하는 기술 중 적외선 근접센서에 기반을 둔 제스처 센싱기술을 소개한다.

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