• Title/Summary/Keyword: OPEN CV

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Vision-based Authentication and Registration of Facial Identity in Hospital Information System

  • Bae, Seok-Chan;Lee, Yon-Sik;Choi, Sun-Woong
    • Journal of the Korea Society of Computer and Information
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    • v.24 no.12
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    • pp.59-65
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    • 2019
  • Hospital Information System includes a wide range of information in the medical profession, from the overall administrative work of the hospital to the medical work of doctors. In this paper, we proposed a Vision-based Authentication and Registration of Facial Identity in Hospital Information System using OpenCV. By using the proposed security module program a Vision-based Authentication and Registration of Facial Identity, the hospital information system was designed to enhance the security through registration of the face in the hospital personnel and to process the receipt, treatment, and prescription process without any secondary leakage of personal information. The implemented security module program eliminates the need for printing, exposing and recognizing the existing sticker paper tags and wristband type personal information that can be checked by the nurse in the hospital information system. In contrast to the original, the security module program is inputted with ID and password instead to improve privacy and recognition rate.

Emotional Tree Using Sensitivity Image Analysis Algorithm (감성 트리를 이용한 이미지 감성 분석 알고리즘)

  • Lee, Yean-Ran;Yoon, Eun Ju;Im, Jung-Ah;Lim, Young-Hwan;Sung, Jung-Hwan
    • The Journal of the Korea Contents Association
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    • v.13 no.11
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    • pp.562-570
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    • 2013
  • Image of emotional pleasure or displeasure, tension or emotional division of tranquility in the form of a tree is evaluated by weighting. Image representative evaluation of the sensitivity of the brightness contrast ratings 1 car pleasure, displeasure or stress or emotional tranquility and two cars are separated by image segmentation. Emotion Recognition of four compared to the numerical data is measured by brightness. OpenCV implementation through evaluation graph the stress intensity contrast, tranquility, pleasure, displeasure, depending on changes in the value of the computing is divided into four emotional. Contrast sensitivity of computing the brightness depending on the value entered 'nuisance' to 'excellent' or 'stress' to 'calm' the emotional changes can give. Calculate the sensitivity of the image regularity of localized computing system can control the future direction of industry on the application of emotion recognition will play a positive role.

Hardware Implementation of Low-power Display Method for OLED Panel using Adaptive Luminance Decreasing (적응적 휘도 감소를 이용한 OLED 패널의 저전력 디스플레이 방법 및 하드웨어 구현)

  • Cho, Ho-Sang;Choi, Dae-Sung;Seo, In-Seok;Kang, Bong-Soon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.17 no.7
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    • pp.1702-1708
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    • 2013
  • OLED has good efficiency of power consumption by having no power consumption from black color as different with LCD. when it has white color, all RGB pixel should be glowing with high power consumption and that can make it has short life time. This paper suggest the way of low power consumption for OLED panel using adaptive luminance enhancement with color compensation and implement it as hardware. This way which is based on luminance information of input image makes converted luminance value from each pixel in real time. There is with using the basic idea of chromaticity reduction algorithm, showing new algorithm of color correction. And performance of proposed method was confirmed by comparing the conventional method in experiments about 48.43% current reduction. The proposed method was designed by Verilog HDL and was verified by using OpenCV and Windows Program.

Implementation of Finger-Gesture Game Controller using CAMShift and Double Circle Tracing Method (CAMShift와 이중 원형 추적법을 이용한 손 동작 게임 컨트롤러 구현)

  • Lee, Woo-Beom
    • Journal of the Institute of Convergence Signal Processing
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    • v.15 no.2
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    • pp.42-47
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    • 2014
  • A finger-gesture game controller using the single camera is implemented in this paper, which is based on the recognition of the number of fingers and the index finger moving direction. Proposed method uses the CAMShift algorithm to trace the end-point of index finger effectively. The number of finger is recognized by using a double circle tracing method. Then, HSI color mode transformation is performed for the CAMShift algorithm, and YCbCr color model is used in the double circle tracing method. Also, all processing tasks are implemented by using the Intel OpenCV library and C++ language. In order to evaluate the performance of the proposed method, we developed a shooting game simulator and validated the proposed method. The proposed method showed the average recognition ratio of more than 90% for each of the game command-mode.

The Design and Implementation of Internet Outlet with Multiple User Interface Using TCP/IP Processor (TCP/IP프로세서를 이용한 다중 사용자 인터페이스 지원 인터넷 전원 콘센트의 설계 및 구현)

  • Baek, Jeong-Hyun
    • Journal of the Korea Society of Computer and Information
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    • v.17 no.9
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    • pp.103-112
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    • 2012
  • Recently, the infrastructure to be connected to the internet is much provided, there is more and more need to connect electric or electronic products to the internet to monitor or control them remotely. However, most of the existing products lack the network interface, so it was very inconvenient to be connected to the internet. Therefore, this article designs and realizes the internet outlet allowing real-time scheduling that can control the power remotely on the internet by using the hardware TCP/IP processor. The realized product consumes low production cost because it can be realized by using the hardware TCP/IP processor and the 8-bit small microprocessor. In addition, the product can be used widely in both wired and wireless environments with a variety of user interface, including the dedicated control program which provides the environment configuration functions; embedded web service that enables the webpage to be saved on the external flash memory; Android smartphone application; motion recognition control environment that uses the OpenCV computer vision library, etc.

Implement of Finger-Gesture Remote Controller using the Moving Direction Recognition of Single (단일 형상의 이동 방향 인식에 의한 손 동작 리모트 컨트롤러 구현)

  • Jang, Myeong-Soo;Lee, Woo-Beom
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.13 no.4
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    • pp.91-97
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    • 2013
  • A finger-gesture remote controller using the single camera is implemented in this paper, which is base on the recognition of finger number and finger moving direction. Proposed method uses the transformed YCbCr color-difference information to extract the hand region effectively. The number and position of finger are computer by using a double circle tracing method. Specially, a user continuous-command can be performed repeatedly by recognizing the finger-gesture direction of single shape. The position information of finger enables a user command to amplify a same command in the User eXperience. Also, all processing tasks are implemented by using the Intel OpenCV library and C++ language. In order to evaluate the performance of the our proposed method, after applying to the commercial video player software as a remote controller. As a result, the proposed method showed the average 89% recognition ratio by the user command-mode.

Circle Detection and Approximation for Inspecting a Fiber Optic Connector Endface (광섬유 연결 종단면 검사를 위한 원형 검출과 근사화 방법)

  • Kim, Jin-Soo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.18 no.12
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    • pp.2953-2960
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    • 2014
  • In the field of image recognition, circle detection is one of the most widely used techniques. Conventional algorithms are mainly based on Hough transform, which is the most straightforward algorithm for detecting circles and for providing enough robust algorithm. However, it suffers from large memory requirements and high computational loads, and sometimes tends to detect incorrect circles. This paper proposes an optimal circle detection and approximation method which is applicable for inspecting fiber optic connector endface. The proposed method finds initial center coordinates and radius based on the initial edge lines. Then, by introducing the simplified K-means algorithm, the proposed method investigates a substitute-circle by minimizing the area of non-overlapped regions. Through extensive simulations, it is shown that the proposed method can improve the error rate by as much as 67% and also can reduce the computing time by as much as 80%, compared to the Hough transform provided by the OpenCV library.

Efficient image-stitching using preprocessing for a super resolution image (전처리를 활용한 고해상도 영상을 위한 효율적인 영상 스티칭)

  • Bae, JoungEun;Yoo, Hoon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.21 no.9
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    • pp.1738-1743
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    • 2017
  • This paper presents an efficient image stitching method using preprocessing in order to generate a super resolution image. Two-dimensional (2D) scanners are consistently used in various areas but they have limitations such as paper sizes and materials. To overcome these problem with low-cost, an efficient imaging stitching method is proposed for producing a super resolution panorama image. To scan a very large sized paper using mobile phones, a simple portable cradle which fixes height is employed producing an input image set. To improve matching performance, a preprocessing method is introduced before searching correspondences. Then alpha blending is applied to an input image set to produce a super resolution panorama image. The proposed method is faster and easier than the existing method which is employed by Open CV. Experiment results show that the proposed method is three times faster and performs better than the existing method.

A Bottle Recognition and Classification Algorithm for Deposit Refund (병 인식 및 보증금 환불을 위한 분류 알고리즘)

  • Jeong, Pil-seong;Cho, Yang-Hyun
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.21 no.9
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    • pp.1744-1751
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    • 2017
  • We are striving to strengthen environmental regulations and reduce household waste in all countries around the world. Korea is also striving for the circulation of energy resources by enacting laws to promote resource saving and recycling. The government has implemented an empty bottle deposit system for the recycling of empty bottles, but there is a limit to the collection through manpower and the reverse vending machine is not localized. In this paper, we propose a recyclable bottle recognition and classification algorithm which is essential in the reverser vending machine to promote energy resource circulation. The proposed algorithm is a complex identification algorithm using OpenCV and CNN(Convolution Neural Network). In order to evaluate the effectiveness of the proposed algorithm, we implement a classification system that operates in an reverse vending machine, so that it can easily acquire information about bottles and reverse vending machine in various devices.

The implementation of interface between industrial PC and PLC for multi-camera vision systems (멀티카메라 비전시스템을 위한 산업용 PC와 PLC간 제어 방법 개발)

  • Kim, Hyun Soo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.1
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    • pp.453-458
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    • 2016
  • One of the most common applications of machine vision is quality inspections in automated production. In this study, a welding inspection system that is controlled by a PC and a PLC equipped with a multi-camera setup was developed. The system was designed to measure the primary dimensions, such as the length and width of the welding areas. The TCP/IP protocols and multi-threading techniques were used for parallel control of the optical components and physical distribution. A coaxial light was used to maintain uniform lighting conditions and enhance the image quality of the weld areas. The core image processing system was established through a combination of various algorithms from the OpenCV library. The proposed vision inspection system was fully validated for an actual weld production line and was shown to satisfy the functional and performance requirements.