• Title/Summary/Keyword: Digital Sorting

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A Study of Droplet Generation, fragmentation and Separation in Microchannel (마이크로채널 내에서 DROPLET 생성, 분기 및 분리에 관한 연구)

  • Jeong Eun Ho;Go Jeung Sang;Arakawa Takahiro;Shoji Shuichi;Kim Kyung Chun
    • 한국가시화정보학회:학술대회논문집
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    • 2004.11a
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    • pp.94-97
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    • 2004
  • Study of a micro chemical plant consisted with droplet generation, digital sorting and separation was conducted. The droplet generation was quantitatively characterized. The digital sorting brought effective reaction by shortening the droplet size and the pitch of droplet generation simultaneously. To prevent the unfavorable higher order reaction, perfect separation of droplets was visualized.

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A Study on Clustering of Core Competencies to Deploy in and Develop Courseworks for New Digital Technology (카드소팅을 활용한 디지털 신기술 과정 핵심역량 군집화에 관한 연구)

  • Ji-Woon Lee;Ho Lee;Joung-Huem Kwon
    • Journal of Practical Engineering Education
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    • v.14 no.3
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    • pp.565-572
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    • 2022
  • Card sorting is a useful data collection method for understanding users' perceptions of relationships between items. In general, card sorting is an intuitive and cost-effective technique that is very useful for user research and evaluation. In this study, the core competencies of each field were used as competency cards used in the next stage of card sorting for course development, and the clustering results were derived by applying the K-means algorithm to cluster the results. As a result of card sorting, competency clustering for core competencies for each occupation in each field was verified based on Participant-Centric Analysis (PCA). For the number of core competency cards for each occupation, the number of participants who agreed appropriately for clustering and the degree of card similarity were derived compared to the number of sorting participants.

A real-time sorting algorithm for in-beam PET of heavy-ion cancer therapy device

  • Ke, Lingyun;Yan, Junwei;Chen, Jinda;Wang, Changxin;Zhang, Xiuling;Du, Chengming;Hu, Minchi;Yang, Zuoqiao;Xu, Jiapeng;Qian, Yi;She, Qianshun;Yang, Haibo;Zhao, Hongyun;Pu, Tianlei;Pei, Changxu;Su, Hong;Kong, Jie
    • Nuclear Engineering and Technology
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    • v.53 no.10
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    • pp.3406-3412
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    • 2021
  • A real-time digital time-stamp sorting algorithm used in the In-Beam positron emission tomography (In-Beam PET) is presented. The algorithm is operated in the field programmable gate array (FPGA) and a small amount of registers, MUX and memory cells are used. It is developed for sorting the data of annihilation event from front-end circuits, so as to identify the coincidence events efficiently in a large amount of data. In the In-Beam PET, each annihilation event is detected by the detector array and digitized by the analog to digital converter (ADC) in Data Acquisition Unit (DAQU), with a resolution of 14 bits and sampling rate of 50 MS/s. Test and preliminary operation have been implemented, it can perform a sorting operation under the event count rate up to 1 MHz per channel, and support four channels in total, count rate up to 4 MHz. The performance of this algorithm has been verified by pulse generator and 22Na radiation source, which can sort the events with chaotic order into chronological order completely. The application of this algorithm provides not only an efficient solution for selection of coincidence events, but also a design of electronic circuit with a small-scale structure.

A Study on the Hardware Implementation of A 3${\times}$3 Window Weighted Median Filter Using Bit-Level Sorting Algorithm (비트 레벨 정렬 알고리즘을 이용한 3${\times}$3 윈도우 가중 메디언 필터의 하드웨어 구현에 관한 연구)

  • 이태욱;조상복
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.53 no.3
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    • pp.197-205
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    • 2004
  • In this paper, we studied on the hardware implementation of a 3${\times}$3 window weighted median filter using bit-level sorting algorithm. The weighted median filter is a generalization of the median filter that is able to preserve :,harp changes in signal and is very effective in removing impulse noise. It has been successfully applied in various areas such as digital signal and video/image processing. The weighted median filters are, for the most part, based on word-level sorting methods, which have more hardware and time complexity, However, the proposed bit-serial sorting algorithm uses weighted adder tree to overcome those disadvantages. It also offers a simple pipelined filter architecture that is highly regular with repeated modules and is very suitable for weighted median filtering. The algorithm was implemented by VHDL and graphical environment in MAX+PlusII of ALTERA. The simulation results indicate that the proposed design method is more efficient than the traditional ones.

Classification of Multi-Unit Neural Action Potential by Template Learning (학습 가능한 실시간 다단위 신경 신호의 분류에 관한 연구)

  • Kim, S.D.;Kim, K.H.;Kim, S.J.
    • Proceedings of the KOSOMBE Conference
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    • v.1997 no.11
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    • pp.99-102
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    • 1997
  • A neural spike sorting technique has been developed that also has the capability of template learning. A system of software has been written that first obtains the templates by learning, and then performs the sorting of the spikes into single units. The spike sorting can be done in real time. The template learning consists of spike detection based on the discrete Haar transform (DHT), feature extraction by clustering of spike amplitude and duration, classification based on rms error, and fabrication of templates. The developed algorithms can be implemented into real time systems using digital signal processors.

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A Study on Tools for Implementing High-speed Neural Network (신경회로망의 고속 구현 방법에 관한 연구)

  • Kim, Pyong-Kun;Kim, Doo-Sik;Lee, Sang-Ho
    • Proceedings of the Korea Information Processing Society Conference
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    • 2002.11a
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    • pp.377-380
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    • 2002
  • 신경회로망은 문자인식, 자동제어 등의 여러 분야에 널리 쓰이는 방식이다. 그러나 신경회로망을 구현하는데는 연산량이 많아서 실시간으로 구현하기에 어려움이 많이 따른다. 본 논문은 신경회로망을 구현하는데 필요한 연산을 살펴보고 그 연산을 구현하는 방법을 비교 분석하였다. 신경회로망을 구현하기 위해 DSP(Digital Signal Processor), PC의 FPU(Floating Point Unit), Intel사의 Pentium 계열 프로세서에서 지원하는 SIMD(Single Instruction Multiple Data) 기술을 사용하여 결과를 비교 분석 하였다. 신경회로망의 핵심인 MLP(Multi Layer Perceptron) 연산에 대해 실험한 결과 SIMD 기술을 이용하는 방법이 다른 방법에 비해 2배이상 좋은 결과를 나타내었다.

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Intelligent Automatic Sorting System For Dried Oak Mushrooms

  • Lee, C.H.;Hwang, H.
    • Proceedings of the Korean Society for Agricultural Machinery Conference
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    • 1996.06c
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    • pp.607-614
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    • 1996
  • A computer vision based automatic intelligent sorting system for dried oak mushrooms has been developed. The developed system was composed of automatic devices for mushroom feeding and handling, two sets of computer vision system for grading , and computer with digital I/O board for PLC interface, and pneumatic actuators for the system control. Considering the efficiency of grading process and the real time on-line system implementation, grading was done sequentially at two consecutive independent stages using the captured image of either side. At the first stage, four grades of high quality categories were determined from the cap surface images and at the second stage 8 grades of medium and low quality categories were determined from the gill side images. The previously developed neuro-net based mushroom grading algorithm which allowed real time on-line processing was implemented and tested. Developed system revealed successful performance of sorting capability of approximate y 5, 000 mushrooms/hr per each line i.e. average 0.75 sec/mushroom with the grading accuracy of more than 88%.

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An Algorithm for Sorting Cucumbers using a T-shaped Array of Sensors (T형 센서배열을 이용한 오이형상분류 앨고리즘)

  • Yang, Moon-Hee;Chang, Kyung
    • Journal of Korean Institute of Industrial Engineers
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    • v.24 no.4
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    • pp.613-625
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    • 1998
  • This paper addresses a fundamental and theoretical model for the shape of a cucumber and its human-oriented proper definition of length and curvature in order to sort cucumbers electronically. In addition, we design a T-shaped array of sensors to minimize the number of sensors and the processing number of A/D(Analog/Digital) conversions, and we analyze regular patterns of a series of 1's and 0's which are converted from an A/D module. Finally we suggest an algorithm for measuring the length and curvature providing a rule from the regular patterns. The methodology suggested in this paper could be applied to electronical classification of some crops and fruits such as tomatoes, apples, and so on, and can be a basis for developing other sorting machines.

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A Study on Digital Process of Injection Mold in Reverse Engineering (역공학을 이용한 사출금형제작 공정에 관한 연구)

  • Lee, Hui-Gwan;Kim, Hyeong-Chan;Yang, Gyun-Ui
    • Journal of the Korean Society for Precision Engineering
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    • v.19 no.6
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    • pp.160-165
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    • 2002
  • A study on digital processes of injection mold in reverse engineering are presented. Reverse engineering is useful fur several cases, where user has no geometry information of object. Laser scanner is used to obtaining 3D coordinates of object. Sequences to process cloud data are described; sampling to reduce number of points, sorting to adjust the point order, and fitting to curve and surface, and so on. Split slide structure of mold is used fur undercut part and high viscosity material. Flow of injection molding are analysed to correct cooling channel and simulate molding conditions. NC tool paths are generated to carve core and cavity. The processes are performed in digital data for reduction of lead time and consecutive geometry data.

Qualitative Cross-Cultural Study on the Expression and Perception of Digital Images: Focusing on Cultural Schema (디지털 이미지의 표현과 해석 관점에서의 정성적 비교 문화 연구: 문화적 Schema 를 중심으로)

  • Choi, Gi-Woong;Kim, So-Lyung;Kim, Ji-Hyun;Lee, In-Seong;Kim, Jin-Woo
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.1301-1308
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    • 2009
  • In this paper, we conducted cross-cultural studies on digital images, which is an important element of the user interface. We brought in the schema theory to explain the cross-cultural difference in expressing and perceiving digital images. Participant-ethnography, in-depth interview, and card sorting were conducted to explore how expression and perception of image are influenced by schemas. Our results of qualitative studies indicate that there are differences in schemas between cultures depending on the topic of expression and perception. With these results, we suggest globalization and localization strategies of website.

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