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Lip Reading Method Using CNN for Utterance Period Detection (발화구간 검출을 위해 학습된 CNN 기반 입 모양 인식 방법)

  • Kim, Yong-Ki;Lim, Jong Gwan;Kim, Mi-Hye
    • Journal of Digital Convergence
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    • v.14 no.8
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    • pp.233-243
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    • 2016
  • Due to speech recognition problems in noisy environment, Audio Visual Speech Recognition (AVSR) system, which combines speech information and visual information, has been proposed since the mid-1990s,. and lip reading have played significant role in the AVSR System. This study aims to enhance recognition rate of utterance word using only lip shape detection for efficient AVSR system. After preprocessing for lip region detection, Convolution Neural Network (CNN) techniques are applied for utterance period detection and lip shape feature vector extraction, and Hidden Markov Models (HMMs) are then used for the recognition. As a result, the utterance period detection results show 91% of success rates, which are higher performance than general threshold methods. In the lip reading recognition, while user-dependent experiment records 88.5%, user-independent experiment shows 80.2% of recognition rates, which are improved results compared to the previous studies.

The Effect and Its Potential Determinants of Cross-Media Advertising between Online and Offline Media (온-오프라인 교차광고의 효과와 영향요인에 관한 연구)

  • Jo, Si-Nae;Han, Kyoo-Hoon
    • Journal of Digital Convergence
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    • v.14 no.3
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    • pp.105-114
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    • 2016
  • As the media environment surrounding us has changed rapidly, the influences of traditional media decrease whereas promotions using new media have been developing remarkably, Under this circumstance, cross-media advertising, which strategically integrates advertisements on multiple media, is getting attention as an effective marketing communication approach. This study investigated consumer responses to cross-media advertising using both online and offline media, focusing on the effects of product involvement, attributes of media connection, and gender. The experiment was conducted towards adult consumers aged 20 to 39. Results confirmed that the interaction effect between product involvement and attributes of media connection on brand attitude and behavioral intention was significant by a moderating role of gender. Based on the results from this study, both theoretical and practical implications were discussed, as were directions for future research.

Highly Concentrated Polymer Bonded Explosive Simulant: Rheology of Exact/Dechlorane Suspension (고농축 복합화약 시뮬란트: Exact/Dechlorane 현탁계의 유변물성)

  • Lee, Sangmook;Hong, In-Kwon;Lee, Jae Wook;Lee, Keun Deuk
    • Polymer(Korea)
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    • v.38 no.3
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    • pp.286-292
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    • 2014
  • The rheology of highly concentrated polymer bonded explosive (PBX) simulant was studied. An energy material, polyethylene plastomer (Exact$^{TM}$) having similar properties to poly(BAMO-AMMO) was selected as a binder. Dechlorane with similar properties to RDX (Research Department eXplosive) was chosen as a filler. Mixing behavior in a batch melt mixer was investigated. During mixing a large amount of heat of viscous dissipation was generated and a continuous decrease in torque was observed when the filler content was above 70 v%. It was believed due to wall slip phenomena. From the SEM images, the fillers were well dispersed and the effect of mixing condition affected slightly on the dispersion. Owing to distinct shear thinning behavior of the suspensions, measuring viscosity of highly filled suspensions was possible in a high shear rate capillary rheometer though it was impossible even in a low shear rate plateplate rheometer.

Degradation of RF Receiver Sensitivity Due to TVS Diode (TVS Diode에 의한 안테나 무선감도 저하 분석)

  • Hwang, Yoon-Jae;Park, Je-Kwang;Yook, Jong-Gwan
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.24 no.10
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    • pp.979-986
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    • 2013
  • In this paper, a TVS diode which is commonly used as a ESD protector in wireless communication devices could cause antenna wireless sensitivity to decrease has been analyzed. When a smartphone doesn't have enough space to place many components, there would be its speaker near antenna area. In order to protect ESD coming through the speaker there also could be a TVS within antenna GND area. Digital audio signal which was sent to speaker and CDMA RF communication signal coupled from antenna was mixed by TVS. And this leakage current running through TVS resulted in decrease of antenna wireless sensitivity. The results of various experiments can be explained using circuit simulation. Following works will give us some insights that can reduce unwanted summation of digital and RF signal due to nonlinearity of ESD protectors.

Evaluation of Shrinkage and Creep Behavior of Low-Heat Cement Concrete (저열 시멘트 콘크리트의 건조수축 및 크리프 거동 평가)

  • Mun, Jae-Sung;Yang, Keun-Hyeok;Kim, Si-Jun
    • Journal of the Korea Institute of Building Construction
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    • v.16 no.4
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    • pp.305-311
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    • 2016
  • This study examined the long-term inelastic characteristics, including unrestrained shrinkage and creep, of low-heat cement concrete under different ambient curing temperatures. To achieve the designed compressive strength of 42MPa, water-to-binder ratios were selected to be 27.5, 30, and 32.5% for curing temperatures of 5, 20, and $40^{\circ}C$, respectively. Test results showed that the shrinkage strains of concrete mixtures tended to decrease with the decrease in curing temperature because of the delayed evaporation of internal capillary and gel waters. Meanwhile, creep strains were higher in concrete specimens under lower curing temperature due to the occurrence of the transition temperature creep. The design models of KCI provision gave better accuracy in comparison with test results than those of ACI 209, although a correction factor for low-heat cement needs to be established in the KCI provision.

Wideband horn antenna including circular-polarizer and straight-type mode-converter for Ka-band (Ka-대역 원형 편파기와 직선구조 모드 변환기를 포함한 광대역 혼 안테나)

  • Jung, Young-Bae
    • Journal of IKEEE
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    • v.15 no.4
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    • pp.299-304
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    • 2011
  • In this paper, the circular polarized horn antenna composed of circular polarizer and impedance transformer is designed, and fabricated. For the circular polarizer, two types of the polarizer are designed and the electrical performance of them is compared; rectangular waveguide polarizer with $45^{\circ}$-inclined dielectric slab and oval shaped one. Straight type mode converter has a stepped impedance structure and plays a role of converting waveguide TE mode into coaxial TEM mode, and the proposed antenna is designed to directly connect with active components using the feed-through in the input port of the mode converter. Fabricated antenna has the wideband performance, VSWR<1.5 and Axial ratio < 1.0dB, ranging from 30.085 to 30.885 GHz, and the antenna gain is 6.7~7.0 dBi.

The Analysis of Landscape Structure due to the Landcover Change - Case Study in Kyongsan City - (토지이용변화에 따른 경산시의 경관구조 분석)

  • Jeong, Seong-Gwan;Oh, Jeong-Hak;Park, Kyung-Hun
    • Journal of the Korean Association of Geographic Information Studies
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    • v.5 no.3
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    • pp.9-18
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    • 2002
  • Landscape, the land mosaics, is combined with human and natural environment. Landuse and landcover changes are an important factor that changes structure and function of regional landscape. In this study, the changes of landcover and landscape structures are examined in Kyongsan between 1985 and 1997, using Landsat TM images and landscape indices. The results of this study are as follows; First, according to the classification of landcover, forest and agriculture areas have decreased as a result of urban expansion. Second, forest fragmentation has been brought by development; So forest healthiness has weakened. It is proved that urban expansion has happened in agriculture land. Third, a variety of landuse types around forest have changed from agriculture-oriented types to the ones mixed with urban and agriculture areas between 1985 and 1997.

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GC/MS and its applications for the analysis of cosmetic produtcts (GC/MS와 화장품 분석의 응용)

  • 노경원
    • Journal of the Society of Cosmetic Scientists of Korea
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    • v.19 no.1
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    • pp.1-19
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    • 1993
  • Gas chromatography serves to separate the mixtures into its components, and mass spectrometer is used to analyzing of unknown compounds. But there are many problems the identification of horn compounds using by GC only. As this reason GC/MS a very powerful analyzing technique. Mass spectrometer consists of 1) inlet stem 2) ion source 3) Bass filter 4) detectors and 5) data system. There are two analyzing modes in the GC/MS, those are scan and SIM(selected ion mom toping) modes. Scan mode is used when analyzing unknown compounds and SIM mode al lows the mass spectrometer to detect specific compound with very high sensitivity. As GC/MS applications for the analysis of cosmetic products, volatile compounds in lotion, earn foundation and hair color, and carbon distribution of fatty acids in soap were performed. Also as a new sample pre-treatment technique, head space sampler/GC/MS introduced in order to analyze the volatile compounds in a toothpaste.

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A Study on Clustered OFCDM with Transmit Antenna Diversity and Coding Associated with Frequency Spreading over Frequency Selective Fading Channel (주파수 선택적 페이딩 채널에서 주파수 확산과 결합된 코딩과 송신안테나 다이버시티를 가진 Clustered OFCDM 시스템에 관한 연구)

  • Ryu Kwan-Woong;Park Yong-Wan
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.3A
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    • pp.267-273
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    • 2006
  • This paper improves the effects of clustered OFCDM scheme considering the frequency diversity effect over a frequency selective fading channel. In OFCDM with frequency domain spreading compared to OFDM, we can increase uncorrelated symbols by frequency allocation method of correspondent symbols over the same antenna and different antenna after spreading. The simulation results show that the performance of proposed system is improved by approximately 4 dB in ${\sigma}=0.02{\mu}sec$, the performance is improved by approximately 2.5dB in large delay spread in a 12-path Rayleigh fading channel with overall the root mean squared delay spread and the maximum Doppler frequency of 20 Hz. Also, the required average received Eb/No at the average BER of $10^{-3}$ by optimum method is improved by approximately 2.0 dB, compared to that of STA-OFCDM with frequency rearrange. The new method does not require any bandwidth expansion any feedback from the receiver to the transmitter and its computation complexity is similar to clustered OFCDM.

Design and Implementation of ICT Applied LT&T Teaching and Loaming model (ICT를 활용한 LT&T 교수-학습 모형의 설계 및 구현)

  • 장시웅;배수현
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.7 no.7
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    • pp.1491-1497
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    • 2003
  • The improvement of abilities of utilizing information as well as the education of information is coming to the fore as a really significant matter for students living in knowledge and information-oriented society of the 21st century. In this respect, this study aims to develop a teaching and learning model for technical high school students who need mon desire and comprehensive faculty of their learning and to testify its efficiency by relating their abilities of using in with their curriculum. We propose a teaching and learning model, LT&T, which lets the students have academic interests and perform continuously learning activities by helping students themselves to find their achievements of learning and their learning ability. The LT&T teaching and learning model, proposed in this paper, is developed by combining LT and Tournaments, and it enhances individual several intellectual powers, and also activates the academic interests to increase the effects of learning. After we had a class using the LT and the LT&T, we conducted a sample survey of which results show that learning effects of LT&T is better than that of LT by students of more 80%.