• Title/Summary/Keyword: low resolution

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Real-time Speed Limit Traffic Sign Detection System for Robust Automotive Environments

  • Hoang, Anh-Tuan;Koide, Tetsushi;Yamamoto, Masaharu
    • IEIE Transactions on Smart Processing and Computing
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    • v.4 no.4
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    • pp.237-250
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    • 2015
  • This paper describes a hardware-oriented algorithm and its conceptual implementation in a real-time speed limit traffic sign detection system on an automotive-oriented field-programmable gate array (FPGA). It solves the training and color dependence problems found in other research, which saw reduced recognition accuracy under unlearned conditions when color has changed. The algorithm is applicable to various platforms, such as color or grayscale cameras, high-resolution (4K) or low-resolution (VGA) cameras, and high-end or low-end FPGAs. It is also robust under various conditions, such as daytime, night time, and on rainy nights, and is adaptable to various countries' speed limit traffic sign systems. The speed limit traffic sign candidates on each grayscale video frame are detected through two simple computational stages using global luminosity and local pixel direction. Pipeline implementation using results-sharing on overlap, application of a RAM-based shift register, and optimization of scan window sizes results in a small but high-performance implementation. The proposed system matches the processing speed requirement for a 60 fps system. The speed limit traffic sign recognition system achieves better than 98% accuracy in detection and recognition, even under difficult conditions such as rainy nights, and is implementable on the low-end, low-cost Xilinx Zynq automotive Z7020 FPGA.

A Study on Adaptive Processing of Digital Receiver for Adaptive Array Antenna (어댑티브 어레이 안테나용 디지털 수신기의 적응처리에 관한 연구)

  • 민경식;박철근
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.8 no.4
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    • pp.879-885
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    • 2004
  • This paper describes an adaptive signal processing of digital receiver with digital down convertor(DDC). DDC is composed of numerically controlled oscillator(NCO) and digital low pass filler and the received signal is processed by numerical algorithm. The simulation results of digital receiver using the passband sampling technique are presented and we confirmed that the received low IF signal is converted to zero IF by numerically processed DDC. Direction of arrival(DOA) estimation technique using multiple signal classification(MUSIC) algorithm with high resolution is also discussed. We knew that an accurate resolution of DOA depends on the input sampling numbers and antenna element numbers.

Determination of Ni, Cr, Mo in Low Alloy Steel Reference Materials by Isotope Dilution Inductively Coupled Plasma Mass Spectrometry (동위원소희석 유도결합플라스마질량분석법에 의한 저 합금강 표준시료중의 Ni, Cr, Mo의 분석)

  • Suh, Jungkee;Woo, Jinchoon;Min, Hyungsik;Yim, Myeongcheul
    • Analytical Science and Technology
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    • v.16 no.1
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    • pp.82-89
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    • 2003
  • Isotope dilution mass spectrometry (IDMS) was applied to the determination of Ni, Cr, Mo in low alloy steel reference materials. The Mo isotope ratio measurement was performed by dynamic reaction cell inductively coupled plasma mass spectrometry (DRC-ICP/MS) using ammonia as a reaction cell gas. In the case of Ni and Cr measurement, all data were obtained at medium resolution mode (m/${\Delta}m=3000$) of double focusing sector field high resolution inductively coupled plasma mass spectrometry (HR-ICP/MS). For the method validation of the technique was assessed using the certified reference materials such as NIST SRM 361, NIST SRM 362, NIST SRM 363, NIST SRM 364, NIST SRM 36b. This method was applied to the determination of Ni, Cr and Mo in low alloy steel sample (CCQM-P25) provided by NMIJ for international comparison study.

Similar Movie Retrieval using Low Peak Feature and Image Color (Low Peak Feature와 영상 Color를 이용한 유사 동영상 검색)

  • Chung, Myoung-Beom;Ko, Il-Ju
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.8
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    • pp.51-58
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    • 2009
  • In this paper. we propose search algorithm using Low Peak Feature of audio and image color value by which similar movies can be identified. Combing through entire video files for the purpose of recognizing and retrieving matching movies requires much time and memory space. Moreover, these methods still share a critical problem of erroneously recognizing as being different matching videos that have been altered only in resolution or converted merely with a different codec. Thus we present here a similar-video-retrieval method that relies on analysis of audio patterns, whose peak features are not greatly affected by changes in the resolution or codec used and image color values. which are used for similarity comparison. The method showed a 97.7% search success rate, given a set of 2,000 video files whose audio-bit-rate had been altered or were purposefully written in a different codec.

Low Level Wind Shear Characteristics and Predictability at the Jeju International Airport (제주국제공항 저층급변풍 발생 특성 및 예측 성능)

  • Geun-Hoi Kim;Hee-Wook Choi;Jae-Hyeok Seok;Sang-Sam Lee;Yong Hee Lee
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.31 no.3
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    • pp.50-58
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    • 2023
  • Sudden wind changes at low altitudes pose a significant threat to aircraft operations. In particular, airports located in regions with complex terrain are susceptible to frequent abrupt wind variations, affecting aircraft takeoff and landing. To mitigate these risks, Low Level Wind shear Alert System (LLWAS) have been implemented at airports. This study focuses on understanding the characteristics of wind shear and developing a prediction model for Jeju International Airport, which experiences frequent wind shear due to the influence of Halla Mountain and its surrounding terrain. Using two years of LLWAS data, the study examines the occurrence patterns of wind shear at Jeju International Airport. Additionally, high-resolution numerical model is utilized to produce forecasted information on wind shear. Furthermore, a comparison is made between the predicted wind shear and LLWAS observation data to assess the prediction performance. The results demonstrate that the prediction model shows high accuracy in predicting wind shear caused by southerly winds.

A Study on the Effectiveness of Averaged MUSIC Using Limited Number of Sensors (제한된 수의 Sensor를 이용한 Averaged MUSIC의 효율성에 관한 연구)

  • 김영집
    • Proceedings of the Acoustical Society of Korea Conference
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    • 1993.06a
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    • pp.206-209
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    • 1993
  • The main purpose of this paper is to verify the effectiveness of a high resolution direction finding method, so called the‘averaged MUSIC’. This method uses a new sample array covariance matrix that consists of diagonal components obtained by taking averages of the diagonal component values of the sample covariance matrix for the MUSIC. The paper shows that the proposed method performs higher resolved direction-of-arrival estimation and better resolution probability than the MUSIC in such cases as low signal-to-noise ratio, when the number of sensors used is finite, based on the statistical analysis.

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A Study on the Technique of Fusion Image Generation for Ground Resolution Enhancement of Low Resolution Remote Sensing Data (저해상도 원격탐사 데이터의 지상해상도 향상을 위한 퓨전영상 생성기법 연구)

  • 연상호;박희주
    • Proceedings of the Korea Contents Association Conference
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    • 2003.11a
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    • pp.384-388
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    • 2003
  • 현재 고해상도의 원격탐사 영상을 이용하기 위해서는 고가의 비용을 부담해야 하고 데이터의 용량도 매우 커서 실제로 사용에는 대부분의 사람들이 매우 소극적이다. 이미 수집된 저해상도의 활발한 활용을 위해서는 값이 저렴하면서도 해상도가 좋은 분광력이나 지상해상도를 높여주어야 한다. 따라서 본 연구에서는 해상도가 각기 다른 영상을 관련 자료들을 근거로 20년 전에 저해상도인 30m의 위성영상과 5m의 고해상도 위성사진과의 합성을 통하여 저해상도에서 판독할 수 없었던 여러 종류의 지형지물을 파악할 수 있는 고해상도의 퓨젼 영상을 생성시킨 것이다.

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Realization of image pick up tube (영상감지소자의 구현)

  • Oh, Sang-Kwang;Park, Jung-Ok;Park, Ki-Cheol;Kim, Ki-Wan
    • Proceedings of the KIEE Conference
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    • 1987.07b
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    • pp.1402-1404
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    • 1987
  • Photoconductive target was fabricated to make vidicon available. In order for a vidicon to operate well, it is essential that the target have high photosensitivity, low image lag, and high resolution. In the vidicon mode analysis, photosensitivity of 0.8, image lag of 30%, resolution of 300 TV lines, and the S/N ratio of 30 dB at 10 lux illumination were measured.

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PanelLink Digital Flat Panel Display Transmitter for TFT LCD Test (TFT LCD 검사용 패널링크 디지털 플랫 패널 디스플레이 송신부 구현)

  • Lee, Seon-Bok;Baek, Woon-Sung;Park, Chang-Soo;Hong, Cheol-Ho
    • Proceedings of the KIEE Conference
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    • 1998.11b
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    • pp.621-623
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    • 1998
  • We implemented PanelLlnk digital flat panel display transmitter supporting SXGA($1280{\times}1024$) resolution. It can transmit data through 10m cable at XGA($1024{\times}768$) resolution and through 7m cable at SXGA($1280{\times}1024$). We also found resistor value to get stable display image by low voltage differential signal swing control.

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Enhancement of Spatial Resolution to Local Area for High Resolution Satellite Imagery (고해상도 위성영상을 위한 국소영역 공간해상도 향상 기법)

  • Kang, Ji-Yun;Kim, Ihn-Cheol;Kim, Jea-Hee;Park, Jong Won
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.4
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    • pp.137-143
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    • 2013
  • The high resolution satellite images are used in many fields such as weather observation, remote sensing, military facilities monitoring, cultural properties protection etc. Although satellite images are obtained in same satellite imaging system, the satellite images are degraded depending on the condition of hardware(optical device, satellite operation altitude, image sensor, etc.). Due to the fact that changing the hardware of satellite imaging system is impossible for resolution enhancement of these degraded satellite after launching a satellite, therefore the method of resolution enhancement with satellite images is necessary. In this paper the resolution is enhances by using a Super Resolution(SR) algorithm. The SR algorithm is an algorithm to enhance the resolution of an image by uniting many low resolution images, so an output image has higher resolution than using other interpolation methods. But It is difficult to obtain many images of the same area. Therefore, to solve this problem, we applied SR after by applying the affine and projection transform. As a results, we found that the images applied SR after affine and projection transform have higher resolution than the images only applied SR.