• Title/Summary/Keyword: Real-time Data Processing

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Design of a real-time image preprocessing system with linescan camera interface (라인스캔 카메라 인터페이스를 갖는 실시간 영상 전처리 시스템의 설계)

  • Lyou, Kyeong;Kim, Kyeong-Min;Park, Gwi-Tae
    • Journal of Institute of Control, Robotics and Systems
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    • v.3 no.6
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    • pp.626-631
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    • 1997
  • This paper represents the design of a real-time image preprocessing system. The preprocessing system performs hardware-wise mask operations and thresholding operations at the speed of camera output single rate. The preprocessing system consists of the preprocessing board and the main processing board. The preprocessing board includes preprocessing unit that includes a $5\times5$ mask processor and LUT, and can perform mask and threshold operations in real-time. To achieve high-resolution image input data($20485\timesn$), the preprocessing board has a linescan camera interface. The main processing board includes the image processor unit and main processor unit. The image processor unit is equipped with TI's TMS320C32 DSP and can perform image processing algorithms at high speed. The main processor unit controls the operation of total system. The proposed system is faster than the conventional CPU based system.

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A DSP Evaluation System with variable Data Acquisition Buffer Architecture for Real Time Signal Processing (실시간 신호처리를 위한 가변구조 Data Acquisition Buffer의 구조를 갖는 DSP평가용 System.)

  • Ahn D. S.;Seo H. S.;Cha I. W.
    • The Journal of the Acoustical Society of Korea
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    • v.8 no.5
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    • pp.95-101
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    • 1989
  • For developing new algorithms or dedicated hardware by using general purpose Digital Signal Processor chip, emulator H/W and simulator S/W are indispensible. But the most of DSP emulators have limitations on H/W flexibility according to their generalized architectures. In this paper, a DSP evaluation system for real time signal processing was developed using TMS 32020. The I/O buffers storing acquisition data of the system were designed to have variable length $(1\sim2048samp1es) &$ sampling frequency $l00\sim8KHz$.

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A Study on Usage Frequency of Translated English Phrase Using Google Crawling

  • Kim, Kyuseok;Lee, Hyunno;Lim, Jisoo;Lee, Sungmin
    • Proceedings of the Korea Information Processing Society Conference
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    • 2020.11a
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    • pp.689-692
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    • 2020
  • People have studied English using online English dictionaries when they looked for the meaning of English words or the example sentences. These days, as the AI technologies such as machine learning have been developing, documents can be translated in real time with Kakao, Papago, Google translators and so on. But, there has still been some problems with the accuracy of translation. The AI secretaries can be used for real-time interpreting, so this kind of systems are being used to translate such the web pages, papers into Korean. In this paper, we researched on the usage frequency of the combined English phrases from dictionaries by analyzing the number of the searched results on Google. With the result of this paper, we expect to help the people to use more English fluently.

Forest Fire Detection System using Drone Streaming Images (드론 스트리밍 영상 이미지 분석을 통한 실시간 산불 탐지 시스템)

  • Yoosin Kim
    • Journal of Advanced Navigation Technology
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    • v.27 no.5
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    • pp.685-689
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    • 2023
  • The proposed system in the study aims to detect forest fires in real-time stream data received from the drone-camera. Recently, the number of wildfires has been increasing, and also the large scaled wildfires are frequent more and more. In order to prevent forest fire damage, many experiments using the drone camera and vision analysis are actively conducted, however there were many challenges, such as network speed, pre-processing, and model performance, to detect forest fires from real-time streaming data of the flying drone. Therefore, this study applied image data processing works to capture five good image frames for vision analysis from whole streaming data and then developed the object detection model based on YOLO_v2. As the result, the classification model performance of forest fire images reached upto 93% of accuracy, and the field test for the model verification detected the forest fire with about 70% accuracy.

An Automatic Inspection of the Surface Outlook of High Speed Moving Plate by Using One Dimensional CCD Camera

  • Hyun, Lim-Sung;Suck, Boo-Kwang
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.118.5-118
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    • 2001
  • This paper describes an image processing method for inspecting the surface outlook of high speed moving plates. Noise free image and a new real time processing methods are required to inspect the surface outlook of the high speed moving plates in real time. It is difficult to get a noise free image due to a signal noise, a light noise and background image in typical industrial factory. Thus, pre-processing techniques should be required to get a good image and produce so many time steps to proceed the image data. The objective of this research is to get image on the surface of the moving plates with a speed of 1m/sec and to detect some defaults on the surface image. So, the pre-processing techniques ...

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Design and Implementation of Real-Time Mobile Remicon Quality Management Program for Field Response of Remicon mixer (레미콘 배합의 현장 즉시 대응을 위한 실시간 모바일 레미콘 품질 관리 프로그램 설계 및 구현)

  • Kim, Suyeon
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.19 no.2
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    • pp.111-117
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    • 2019
  • In this paper, we propose a mobile remicon quality management system to enable inspection and correspondence with a smart phone in the field check of remicon. We also proposed a real-time slump data processing part to digitize field inspection and XML formats for data exchange with the server. We used the smart phone to transmit real-time image about field inspection of remicon and judged the error at the same time. By doing this, we shared the situation of the remicon products in the field and the head office. Based on the actual results, the development technology is used to determine whether the product is abnormal or not, and to provide appropriate information to the company and the site. Based on the analysis of raw material quality data, it is possible to present real time optimal blending ratio according to raw material import with raw material management data, which is the biggest problem of the ready mixed concrete industry.

QuadTree-Based Lossless Image Compression and Encryption for Real-Time Processing (실시간 처리를 위한 쿼드트리 기반 무손실 영상압축 및 암호화)

  • Yoon, Jeong-Oh;Sung, Woo-Seok;Hwang, Chan-Sik
    • The KIPS Transactions:PartC
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    • v.8C no.5
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    • pp.525-534
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    • 2001
  • Generally, compression and encryption procedures are performed independently in lossless image compression and encryption. When compression is followed by encryption, the compressed-stream should have the property of randomness because its entropy is decreased during the compression. However, when full data is compressed using image compression methods and then encrypted by encryption algorithms, real-time processing is unrealistic due to the time delay involved. In this paper, we propose to combine compression and encryption to reduce the overall processing time. It is method decomposing gray-scale image by means of quadtree compression algorithms and encrypting the structural part. Moreover, the lossless compression ratio can be increased using a transform that provides an decorrelated image and homogeneous region, and the encryption security can be improved using a reconstruction of the unencrypted quadtree data at each level. We confirmed the increased compression ratio, improved encryption security, and real-time processing by using computer simulations.

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A Memory Intensive Real-time 3x3 Neighborhood processor for Image Processing (Memory Intensive 실시간 영상신호처리용 3 $\times$ 3 Neighborhood VLSI 처리기)

  • 김진홍;남철우;우성일;김용태
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.27 no.6
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    • pp.963-971
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    • 1990
  • This paper proposes a memory intensive VLSI architecture for the realization of real-time 3x3 neighborhood processor based on the distributed arithmetic. The proposed architecture is characterized by a bit serial and multi-kernel parallel processing which exploits the pixel kernel parallelism and concurrency. The chip implements 8 neighborhood processing elements in parallel with efficirnt input and output modules which operate concurrently. Besides the a4chitectural design of a neighborhood processor, the design methodology using module generator concept has been considered and MOGOT(MOdule Generator Oriented VLSI design Tool) has been constructed based on the workstation. Based on these design environments MOGOT, it has been shown that the main part of the suggested architecture can be designed efficiently using 2\ulcorner double metal CMOS technology. It includes design of input delay and data conversion module, look-up table for inner product operation, carry save accumulator, output data converter and delay module, and control module.

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Hardware Implementation of a Multi-Function Image Processing System (다기능 영상처리 시스템의 하드웨어 구현)

  • Kong, Tae-Ho;Kim, Nam-Chul
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.24 no.2
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    • pp.315-323
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    • 1987
  • Generally, general-purpose image processing system is so expensive that not so many users easily can access the system. In this paper attemps have been made to design and describe a general and economical image processing system for real-time aplications such as image data compression, pattern recognition and target tracking. The system comprises an operator console, image data acquisition/display sistem and IBM PC/XT. The system also utilizes a high speed Fairchild 16-bit microprocessor with ALU speed of 375 nsec for system control, algrithm execution and user computation. The system also can digitize /display a 256x 256x 8 bit image in real time and store two frames of images. All image pixels are directly accessible by the microprocessor for fast and efficient computation. Some experimental and illustrative results such as target tracking are presented to show the efficient performance of the system.

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Robust Control of Industrial Robot Based on Back Propagation Algorithm (Back Propagation 알고리즘을 이용한 산업용 로봇의 견실 제어)

  • 윤주식;이희섭;윤대식;한성현
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2004.04a
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    • pp.253-257
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    • 2004
  • Neural networks are works are used in the framework of sensor based tracking control of robot manipulators. They learn by practice movements the relationship between PSD(an analog Position Sensitive Detector) sensor readings for target positions and the joint commands to reach them. Using this configuration, the system can track or follow a moving or stationary object in real time. Furthermore, an efficient neural network architecture has been developed for real time learning. This network uses multiple sets of simple back propagation networks one of which is selected according to which division(corresponding to a cluster of the self-organizing feature map) in data space the current input data belongs to. This lends itself to a very training and processing implementation required for real time control.

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