• Title/Summary/Keyword: 영역검출

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Deep learning based symbol recognition for the visually impaired (시각장애인을 위한 딥러닝기반 심볼인식)

  • Park, Sangheon;Jeon, Taejae;Kim, Sanghyuk;Lee, Sangyoun;Kim, Juwan
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.9 no.3
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    • pp.249-256
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    • 2016
  • Recently, a number of techniques to ensure the free walking for the visually impaired and transportation vulnerable have been studied. As a device for free walking, there are such as a smart cane and smart glasses to use the computer vision, ultrasonic sensor, acceleration sensor technology. In a typical technique, such as techniques for finds object and detect obstacles and walking area and recognizes the symbol information for notice environment information. In this paper, we studied recognization algorithm of the selected symbols that are required to visually impaired, with the deep learning algorithm. As a results, Use CNN(Convolutional Nueral Network) technique used in the field of deep-learning image processing, and analyzed by comparing through experimentation with various deep learning architectures.

A Study on Image Reconstructing Algorithm in Uniformly Distributed Impulsive Noise Environment (균등 분포된 임펄스 잡음 환경에서의 영상 복원 알고리즘에 관한 연구)

  • Noh Hyun-Yong;Bae Sang-Bum;Kim Nam-Ho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2006.05a
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    • pp.1001-1004
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    • 2006
  • Many researches have been processed to reconstruct corrupted an image by noise in fields of signal processing such as image recognition and compute. vision, and AWGN(additive white gaussian noise) and impulse noise are representative. Impulse noise consists of fired-valued(salt & pepper) impulse noise and random-valued impulse noise, and non-linear filters such as SM(standard median) filters are used to remove this noise. But basic SM filters still generate many errors in edge regions of an image, and in order to overcome this problem a variety of methods have been researched. In this paper, we proposed an impulse noise removal algorithm which is superior to the edge preserving capacity. At this tine, after detecting a noise by using the noise detector, we applied a noise removal algorithm based on the min-max operation and compared the capacity with existing methods through simulation.

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A Study on Adaptive Interference Canceller of Wireless Repeater for Wideband Code Division Multiple Access System (WCDMA시스템 무선 중계기의 적응간섭제거기에 관한 연구)

  • Han, Yong-Sik;Yang, Woon-Geun
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.13 no.7
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    • pp.1321-1327
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    • 2009
  • In this paper, as the mobile communication service is widely used and the demand for wireless repeaters is rapidly increasing because of the easiness of extending service areas. But a wireless repeater has a problem the oscillation due to feedback signal. We proposed a new hybrid interference canceller using the adaptive filter with CMA(Constant Modulus Algorithm)-Grouped LMS(Least Mean Square) algorithm in the adaptive interference canceller. The proposed interference canceller has better channel adaptive performance and a lower MSE(Mean Square Error) than conventional structure because it uses the cancellation method of Grouped LMS algorithm. The proposed detector uses the LMS algorithms with two different step size to reduce mean square error and to obtain fast convergence. This structure reduces the number of iterations for the same MSE performance and hardware complexity compared to conventional nonlinear interference canceller.

A study on sound source segregation of frequency domain binaural model with reflection (반사음이 존재하는 양귀 모델의 음원분리에 관한 연구)

  • Lee, Chai-Bong
    • Journal of the Institute of Convergence Signal Processing
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    • v.15 no.3
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    • pp.91-96
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    • 2014
  • For Sound source direction and separation method, Frequency Domain Binaural Model(FDBM) shows low computational cost and high performance for sound source separation. This method performs sound source orientation and separation by obtaining the Interaural Phase Difference(IPD) and Interaural Level Difference(ILD) in frequency domain. But the problem of reflection occurs in practical environment. To reduce this reflection, a method to simulate the sound localization of a direct sound, to detect the initial arriving sound, to check the direction of the sound, and to separate the sound is presented. Simulation results show that the direction is estimated to lie close within 10% from the sound source and, in the presence of the reflection, the level of the separation of the sound source is improved by higher Coherence and PESQ(Perceptual Evaluation of Speech Quality) and by lower directional damping than those of the existing FDBM. In case of no reflection, the degree of separation was low.

Technology of Non-destructive Stress Measurement in Spot Welded Joint using ESPI Method (ESPI법에 의한 스폿 용접부의 비파괴적 응력측정 기술)

  • 김덕중;국정한;오세용;김봉중;유원일;김영호
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.1 no.1
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    • pp.23-26
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    • 2000
  • In spot welded joint. Electronic Speckle Pattern Interferometry(ESPI) method using the Model 95 Ar laser a video system and an image processor was applied to measure the stress Unlike traditional strain gauges or Moire method, ESPI method has no special surface preparation or attachments and can be measured in-plane displacement with non-contact and real time. In this experiment, specimens are loaded in parallel with a load cell. The specimens are made of the cold rolled steel sheet with 1mm thickness, are attached strain. gauges. This study Provides an example of how ESPI has been used to measure stress and strain inspecimen. The results measured by ESPI are compared with the data which was measured by strain gauge method under tensile testing.

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유기 금속 화학 증착법에 의한 Si 기판 위에 GaP 층 성장시 에피의 초기 단계의 성장 매개 변수에 영향

  • Gang, Dae-Seon;Seo, Yeong-Seong;Kim, Seong-Min;Sin, Jae-Cheol;Han, Myeong-Su;Kim, Hyo-Jin
    • Proceedings of the Korean Vacuum Society Conference
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    • 2013.08a
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    • pp.209.1-209.1
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    • 2013
  • GaP는 가시광선 발광다이오드을 얻을 수 있는 적절한 재료중의 하나로 해당영역의 파장에 대하여 높은 양자효율을 얻을 수 있고, 깊은 준위 재결합이 없기 때문에 GaP 녹색 및 As 첨가한 GaAsP 적색 LED 에 적용할 수 있습니다. 또한, 상온에서 2.2 eV 에 해당하는 넓은 에너지 밴드갭을 가지고 있으므로, 소음이 없는 자외선 검출기에도 적합합니다. 이 물질에 대한 소자들은 기존에 GaP 기판을 사용하였습니다. 최근, GaP 와 격자상수가 비슷한 Si 기판을 활용하여 그 위에 성장하는 방법에 대한 관심이 많아졌습니다. Si는 물리적 및 화학적으로 안정하고 딱딱한 소재이며 대면적 기판을 쉽게 얻을 수 있어 전자 기기 및 대규모 집적 회로의 좋은 소재입니다. Si 와 대조적으로 GaP은 깨지기 쉬운 재료이며 GaP 기판은 Si와 같은 대면적 기판을 얻을 수 없습니다. 이러한 문제의 한 가지 해결책은 Si 기판위에 GaP 층의 성장입니다. GaP 과 Si의 조합은 현재의 광전소자 들에 더하여 더 많은 응용프로그램들을 가능하게 할 것입니다. 그러나, Si 기판위에 GaP 성장 시 삼차원적 성장 및 역위상 경계면과 같은 문제점들이 발생하므로 질이 높고 균일한 결정의 GaP 를 얻기가 어렵습니다. 따라서, Si 에 GaP 의 성장시 초기 단계를 제어하는 성장 기술이 필요합니다. 본 연구에서는, 유기금속화학증착법을 이용하여 Si 기판위에 양질의 GaP를 얻을 수 있는 최적의 성장조건을 얻고자 합니다. 실험 조건은 Si에 GaP의 에피택셜 성장의 초기 단계에 영향을 주는 V/III 비율, 성장압력, 기판방향 등을 가변하는 조건으로 진행하였습니다. V/III 비율은 100~6400, 성장 압력은 76~380 Torr로 진행하였고, Si 기판은 just(001)과 2~6도 기울어진 (001) 기판을 사용하였습니다.

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활성제 이온의 몰 비에 따른 CaTa2O6:RE3+ (RE=Eu, Sm) 형광체 분말의 특성

  • Lee, Seung-Jin;Jo, Sin-Ho
    • Proceedings of the Korean Vacuum Society Conference
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    • 2013.08a
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    • pp.166-166
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    • 2013
  • 최근에 희토류 이온이 도핑된 형광체를 발광 소자, 레이저, 섬광재료, 광섬유, 촉매, 디스플레이와 같은 다양한 분야에 응용하기 위한 연구에 상당한 관심이 집중되고 있으며, 희토류 이온이 도핑된 발광 물질은 음극선관, 램프 조명, 플라즈마 디스플레이, X선 검출기, 전계 방출 디스플레이 소자를 포함한 다양한 영역에 응용되고 있다. 본 연구에서는 고상 반응법을 사용하여 발광 효율이 높은 적색과 주황색 형광체를 제조하고자 서로 다른 활성체 이온 Eu3+, Sm3+의 농도를 변화 시키면서 두 종류 Ca1-1.5xTa2O6:Eux3+와 Ca1-1.5xTa2 O6:Smx3+ 형광체 분말을 합성하였다. 특히, 활성제 이온의 농도비에 따른 형광체 분말의 결정 구조, 표면 형상, 입자의 크기, 흡광과 발광 특성을 측정하였다. 그림은 활성체 이온의 함량비를 달리하여 합성한 Ca1-1.5xTa2O6:Eux3+, Ca1-1.5xTa2O6:Smx3+ 형광체 분말에서 측정한 흡광(photoluminescence excition) 스펙트럼의 결과를 나타낸 것이다. 여기 파장 399 nm로 여기 시킨 Ca1-1.5xTa2O6:Eux3+ 형광체 분말의 경우에, 발광 세기가 가장 강한 617 nm의 주 피크가 관측되었다. 또한, 여기 파장 410 nm로 여기 시킨 Ca1-1.5xTa2O6:Smx3+ 형광체 분말의 경우에는 발광 세기가 가장 강한 주 피크는 609 nm에서 나타났다. 실험 결과로부터, Eu3+와 Sm3+ 이온이 각각 도핑된 CaTa2O6 형광체의 경우에는 색 순도가 높은 파장과 발광 세기는 Eu3+ 이온인 경우에 0.15 mol, Sm3+ 이온이 도핑되는 경우에는 0.05 mol이 최적의 합성 조건임을 알 수 있었다.

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A Design of the Ontology-based Situation Recognition System to Detect Risk Factors in a Semiconductor Manufacturing Process (반도체 공정의 위험요소 판단을 위한 온톨로지 기반의 상황인지 시스템 설계)

  • Baek, Seung-Min;Jeon, Min-Ho;Oh, Chang-Heon
    • Journal of Advanced Navigation Technology
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    • v.17 no.6
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    • pp.804-809
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    • 2013
  • The current state monitoring system at a semiconductor manufacturing process is based on the manually collected sensor data, which involves limitations when it comes to complex malfunction detection and real time monitoring. This study aims to design a situation recognition algorithm to form a network over time by creating a domain ontology and to suggest a system to provide users with services by generating events upon finding risk factors in the semiconductor process. To this end, a multiple sensor node for situational inference was designed and tested. As a result of the experiment, events to which the rule of time inference was applied occurred for the contents formed over time with regard to a quantity of collected data while the events that occurred with regard to malfunction and external time factors provided log data only.

A Cell Search with Reduced Complexity in a Mobile Station of OFCDM Systems (OFCDM 시스템의 이동국에서의 복잡도 감소 셀 탐색)

  • Kim, Dae-Yong;Park, Yong-Wan
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.11 no.1
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    • pp.139-149
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    • 2007
  • Asynchronous OFCDM(Orthogonal Frequency and Code Division Multiplexing) systems must have a cell search process necessarily unlike synch개nous systems. this process is hewn initial synchronization and a three-step cell search algorithm is performed for the initial synchronization in the following three steps: OFCDM symbol timing, i.e., Fast Fourier Transform(FFT) window timing is estimated employing guard interval (GI) correlation in the first step, then the frame timing and CSSC(Cell Specific Scrambling Code) group is detected by taking the correlation of the CPICH(Common Pilot Channel) based on the property yielded by shifting the CSSC phase in the frequency domain. Finally, the CSSC phase within the group is identified in the third step. This paper proposes a modification group code with two or three block of the conventional CPICH based cell search algorithm in the second step which offers MS(Mobile Station) complexity reductions. however, the effect of the reduction complexity leads to degradation of the performance therefore, look for combination to have the most minimum degradation. the proposed block type group code with suitable combinations is the nearly sane performance as conventional group code and has a complexity reduction that is to be compared and verified through the computer simulation.

Applications of the improved Hilbert-Huang transform method to the detection of thermo-acoustic instabilities (열음향학적 불안정성 검출에 대한 개선된 힐버트-후앙 변환의 적용)

  • Cha, Ji-Hyeong;Kim, Young-Seok;Ko, Sang-Ho
    • Proceedings of the Korean Society of Propulsion Engineers Conference
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    • 2012.05a
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    • pp.555-561
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    • 2012
  • The Hilbert Huang Transform (HHT) technigue with Empirical Mode Decomposition (EMD) is one of the time-frequency domain analysis methods and it has several advantages such that analyzing non-stationary and nonlinear signal is possible. However, there are shortcomings in detecting near-range of frequencies and added noise signals. In this paper, to analyze characteristics of each method, HHT and Short-Time Fourier Transform (STFT) effective in dealing with stationary signals are compared. And with thermoacoustic instabilities signals from a Rijke tube test, HHT and the improved HHT with Ensemble Empirical Mode Decomposition (EEMD) are compared. The results show that the improved HHT is more appropriate than the original HHT due to the relative insensitivity to noise. Therefore it will result in more accurate analysis.

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