• Title/Summary/Keyword: data processing technique

Search Result 1,981, Processing Time 0.033 seconds

Development of Tracking System for Micro Mechanical Part Using Image Processing Technique and 2-Axis Stage (영상처리기법과 2축 스테이지를 이용한 미세부품의 추적 시스템 개발)

  • 표창률;강성훈;전병희
    • Transactions of Materials Processing
    • /
    • v.13 no.3
    • /
    • pp.273-278
    • /
    • 2004
  • This paper subscribes the measurement system that can position the target to measure by moving 2-axis stage, which is controlled by the data from image processing technique. The high resolution camera and lens are used in measurement of micro mechanical part, but the region of measurement is very small. It is necessary the re-positioning to measure several regions in one part. The system described in this paper has the accuracy with about $0.9\mu\textrm{m}$ resolution per one pixel and can be applied to measure micro mechanical part.

Automatic Document Summary Technique Using Fuzzy Theory (퍼지이론을 이용한 자동문서 요약 기술)

  • Lee, Sanghoon;Moon, Seung-Jin
    • KIPS Transactions on Software and Data Engineering
    • /
    • v.3 no.12
    • /
    • pp.531-536
    • /
    • 2014
  • With the very large quantity of information available on the Internet, techniques for dealing with the abundance of documents have become increasingly necessary but the problem of processing information in the documents is still technically challenging and remains under study. Automatic document summary techniques have been considered as one of critical solutions for processing documents to retain the important points and to remove duplicated contents of the original documents. In this paper, we propose a document summarization technique that uses a fuzzy theory. Proposed summary technique solves the ambiguous problem of various features determining the importance of the sentence and the experiment result shows that the technique generates better results than other previous techniques.

DEVELOPMENT OF A COMPUTER PROGRAM FOR ASTRONOMICAL IMAGE DATA PROCESSING BY OBSERVATIONAL EQUIPMENT IN ASTRONOMICAL OBSERVATORY OF KYUNG HEE UNIVERSITY (경희대학교 천문대의 천체관측 자료처리용 프로그램 개발)

  • Kim, Gap-Seong
    • Publications of The Korean Astronomical Society
    • /
    • v.10 no.1
    • /
    • pp.135-146
    • /
    • 1995
  • We have developed a graphic software for image processing of astronomical data obtained by observational equipment in Astronomical Observatory of Kyung Hee University. The essential hardware for running our computer program is simply composed of a PC with the graphic card to handle 256 colors and the color graphic monitor, including CCD camera system. Our software has been programmed in WINDOWS to provide good environments for users, by using various techniques of image processing on astronomical image data recorded in FITS format by KHCCD program(Jin and Kim, 1994) with a compressional mode. We are convinced that our results will be a fundamental and useful technique in the construction of data processing system and can be effectively used in any other observatories, as well as in data processing system of Kyung Hee University.

  • PDF

A Study on Dip-Moveout of Seismic Reflection Data (탄성파반자료자료의 경사보정 연구)

  • 양승진
    • Economic and Environmental Geology
    • /
    • v.32 no.5
    • /
    • pp.495-502
    • /
    • 1999
  • Common-mid-point (CMP) seismic data on a dipping layer have have a stacking different from a horizontal layer velocity and the reflection points on data are dispersed to many positions. Therefore, the CMP data are not stacked well by the conventional stacking method using the horizontal layer velocity. The CMP gather can ideally stacked by applying dip-moveout(DMO) processing. Hence, modern seismic processing indludes DMO as an essential routine step. DMO processing techniques are broadly categorized by two, Fourier transform and integral methods, each of which has many different computational schemes. In this study, the dip-decomposition technique of the Fourier transform method is used to test the DMO effect on the synthetic scismic data generated for dipping structures. Each of constnat offset sections NMO corrected by using the layer velocity of the model and DMO processed. The resulting zero-offset sections for many offsets are stacked. The stacked sections with DMO processing show the structural boundaries of the models much better than those without DMO processing.

  • PDF

Efficient Processing Technique for Unavailable Data in Hardware Implementation of Motion Estimator with Parallel Processing Architecture (움직임 추정기의 병렬처리 구조 하드웨어 구현시비유효 데이터의 효율적인처리 방법)

  • Park, Jong-Hwa;Kang, Hyun-Soo
    • The Journal of the Korea Contents Association
    • /
    • v.9 no.2
    • /
    • pp.1-9
    • /
    • 2009
  • In this paper, we propose the efficient processing technique for unavailable data in hardware implementation of motion estimator in H.264/AVC with parallel processing architecture. Motion estimation processing in the hardware is generally based on pipe-lining, some MV data of neighbor blocks are not available, whereas all MV data are valid in software processing where the data are sequentially processed. In this paper, we solve the problem of data being unavailable in MVp computation. To minimize the quality degradation caused by unavailable MVs, in the proposed method, the unavailable MV of a neighboring block is replaced with an integer pel unit MV, an MVp of neighboring blocks, or an MVcol (MV of co-located block). Comparing to the conventional method [7], our method outperformed maximally 0.832dB and 0.179dB for QCIF and CIF, respectively, in terms of BDPSNR.

A Study on Unstructured text data Post-processing Methodology using Stopword Thesaurus (불용어 시소러스를 이용한 비정형 텍스트 데이터 후처리 방법론에 관한 연구)

  • Won-Jo Lee
    • The Journal of the Convergence on Culture Technology
    • /
    • v.9 no.6
    • /
    • pp.935-940
    • /
    • 2023
  • Most text data collected through web scraping for artificial intelligence and big data analysis is generally large and unstructured, so a purification process is required for big data analysis. The process becomes structured data that can be analyzed through a heuristic pre-processing refining step and a post-processing machine refining step. Therefore, in this study, in the post-processing machine refining process, the Korean dictionary and the stopword dictionary are used to extract vocabularies for frequency analysis for word cloud analysis. In this process, "user-defined stopwords" are used to efficiently remove stopwords that were not removed. We propose a methodology for applying the "thesaurus" and examine the pros and cons of the proposed refining method through a case analysis using the "user-defined stop word thesaurus" technique proposed to complement the problems of the existing "stop word dictionary" method with R's word cloud technique. We present comparative verification and suggest the effectiveness of practical application of the proposed methodology.

HIGH-SPEED SOFTWARE FRAME SYNCHRONIZER USING SSE2 TECHNOLOGY

  • Koo, In-Hoi;Ahn, Sang-Il;Kim, Tae-Hoon;Sakong, Young-Ho
    • Proceedings of the KSRS Conference
    • /
    • 2007.10a
    • /
    • pp.522-525
    • /
    • 2007
  • Frame Synchronization is applied to not only digital data transmission for data synchronization between transmitter and receiver but also data communication with satellite. When satellite image data with high resolution and mass storage is transmitted, hardware frame synchronizer for real-time processing or software frame synchronizer for post-processing is used. In case of hardware, processing with high speed is available but data loss may happen for Search of Frame Synchronization. In case of software, data loss does not happen but speed is relatively slow. In this paper, Pending Buffer concept was proposed to cope with data loss according to processing status of Frame Synchronization. Algorithm to process Frame synchronization with high speed using bit threshold search algorithm with pattern search technique and SIMD is also proposed.

  • PDF

Measurement of Surface Crack Length Using Image Processing Technology (영상처리기법을 이용한 표면균열길이 측정)

  • Nahm, Seung-Hoon;Kim, Yong-Il;Kim, Si-Cheon;Ryu, Dae-Hyun
    • Proceedings of the KSME Conference
    • /
    • 2001.06a
    • /
    • pp.96-101
    • /
    • 2001
  • The development of a new experimental method is required to easily observe the growth behavior of fatigue cracks. To satisfy the requirement, an image processing technique was introduced to fatigue testing. The length of surface fatigue crack could be successfully measured by the image processing system. At first, the image data of cracks were stored into the computer while the cyclic loading was interrupted. After testing, crack length was determined using image processing software which was developed by ourselves. Block matching method was applied to the detection of surface fatigue cracks. By comparing the data measured by image processing system with the data measured by manual measurement with a microscope, the effectiveness of the image processing system was established. If the proposed method is used to monitor and observe the crack growth behavior automatically, the time and efforts for fatigue test could be dramatically reduced.

  • PDF

Digital Watermarking using the Channel Coding Technique (채널 코딩 기법을 이용한 디지털 워터마킹)

  • Bae, Chang-Seok;Choi, Jae-Hoon;Seo, Dong-Wan;Choe, Yoon-Sik
    • The Transactions of the Korea Information Processing Society
    • /
    • v.7 no.10
    • /
    • pp.3290-3299
    • /
    • 2000
  • Digital watermarking has similar concepts with channel coding thechnique for transferring data with minimizing error in noise environment, since it should be robust to various kinds of data manipulation for protecting copyrights of multimedia data. This paper proposes a digital watermarking technique which is robust to various kinds of data manipulation. Intellectual property rights information is encoded using a convolutional code, and block-interleaving technique is applied to prevent successive loss of encoded data. Encoded intelloctual property rithts informationis embedded using spread spectrum technique which is robust to cata manipulation. In order to reconstruct intellectual property rights information, watermark signalis detected by covariance between watermarked image and pseudo rando noise sequence which is used to einbed watermark. Embedded intellectual property rights information is obtaned by de-interleaving and cecoding previously detected wtermark signal. Experimental results show that block interleaving watermarking technique can detect embedded intellectial property right informationmore correctly against to attacks like Gaussian noise additon, filtering, and JPEG compression than general spread spectrum technique in the same PSNR.

  • PDF

Adaptive Priority Queue-driven Task Scheduling for Sensor Data Processing in IoT Environments (사물인터넷 환경에서 센서데이터의 처리를 위한 적응형 우선순위 큐 기반의 작업 스케줄링)

  • Lee, Mijin;Lee, Jong Sik;Han, Young Shin
    • Journal of Korea Multimedia Society
    • /
    • v.20 no.9
    • /
    • pp.1559-1566
    • /
    • 2017
  • Recently in the IoT(Internet of Things) environment, a data collection in real-time through device's sensor has increased with an emergence of various devices. Collected data from IoT environment shows a large scale, non-uniform generation cycle and atypical. For this reason, the distributed processing technique is required to analyze the IoT sensor data. However if you do not consider the optimal scheduling for data and the processor of IoT in a distributed processing environment complexity increase the amount in assigning a task, the user is difficult to guarantee the QoS(Quality of Service) for the sensor data. In this paper, we propose APQTA(Adaptive Priority Queue-driven Task Allocation method for sensor data processing) to efficiently process the sensor data generated by the IoT environment. APQTA is to separate the data into job and by applying the priority allocation scheduling based on the deadline to ensure that guarantee the QoS at the same time increasing the efficiency of the data processing.