• Title/Summary/Keyword: open CV

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The study of Parking Management System by Image Processing (영상인식을 이용한 주차 관리 시스템 연구)

  • Kim, Kun-Kook;Son, Woong-Gi;Lee, Min-Gyu;Han, Jung-Gu;Park, Yong-Wook
    • The Journal of the Korea institute of electronic communication sciences
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    • v.12 no.4
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    • pp.651-656
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    • 2017
  • In this study, we designed the system that helps drivers check all information about parking space at the entrance and find out whether the places is available or not, because the system has 'Image recognition function' which can even recognize car number plates exactly. Besides, we place the webcam close to the car number plate, so that car number can be identified more quickly. Finally, since we set the webcam high, the system keeps us from parking wrong places by displaying on the screen.

Identification and characterization of a rice blast fungal elicitor-inducible Oshin1 gene

  • Kim, Cha-Young;Lee, Sung-Ho
    • Journal of Plant Biotechnology
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    • v.36 no.1
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    • pp.45-52
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    • 2009
  • In order to understand the molecular interactions that occur between rice and the rice blast fungus during infection, we previously identified a number of rice blast fungal elicitor-responsive genes from rice (Oryza sativa cv. Milyang 117). Here, we report the cloning and characterization of the rice fungal elicitor-inducible gene Oshin1 (GenBank Accession Number AF039532). Sequence analysis revealed that the Oshin1 cDNA is 1067 bp long and contains an open reading frame encoding 205 amino acid residues. The Oshin1 gene shows considerable sequence similarity to the tobacco hin1 and hin2 genes. The predicted Oshin1 protein has a cysteine-rich domain at the N-terminus and is rich in leucine, serine, and alanine residues. Southern blot analysis suggests that Oshin1 gene is a member of a small gene family in the rice genome. To examine the expression of Oshin1, Northern blot analysis was conducted. Expression of the Oshin1 transcript is rapidly induced in suspension-cultured rice cells treated with fungal elicitor, salicylic acid or hydrogen peroxide. In addition, Oshin1 transcript levels are rapidly increased by treatment with $Ca^{2+}$/A23187. The expression of Oshin1 was also elevated in 3-week old leaf tissues upon ethephon application or fungal elicitor treatment. Our results suggest that the Oshin1 gene is involved in plant defense responses to environmental stresses.

A Method of License Plate Location and Character Recognition based on CNN

  • Fang, Wei;Yi, Weinan;Pang, Lin;Hou, Shuonan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.8
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    • pp.3488-3500
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    • 2020
  • At the present time, the economy continues to flourish, and private cars have become the means of choice for most people. Therefore, the license plate recognition technology has become an indispensable part of intelligent transportation, with research and application value. In recent years, the convolution neural network for image classification is an application of deep learning on image processing. This paper proposes a strategy to improve the YOLO model by studying the deep learning convolutional neural network (CNN) and related target detection methods, and combines the OpenCV and TensorFlow frameworks to achieve efficient recognition of license plate characters. The experimental results show that target detection method based on YOLO is beneficial to shorten the training process and achieve a good level of accuracy.

The Study on the Development of the Car Driver's Front Attention Enhancement System using the Car Camera (차량카메라 영상을 이용한 운전자 전방 주의력향상 시스템 개발에 관한 연구)

  • Lee, Sang-Ha;Shim, Min Kyung
    • The Transactions of the Korean Institute of Electrical Engineers P
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    • v.67 no.2
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    • pp.75-81
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    • 2018
  • In this paper for developing and implementing the car driver's front lane attention enhancement developed system using the car camera. The developed system automatically alarm the car driver when front cars make the dangerous situation. We use Raspberry Pi camera module V2 as car camera module, Raspberry Pi 3 board as hardware main board of implementing embedded system and develop the application library module which can be operated on the Raspberry situation. The application library module widely consist of two part, front car recognition part and dangerous situation distinguish part. Our developed system satisfy the performance test of the target system at the software test certification laboratory of TTA(Telecommunication Technology Association). We test four items as attentive car recognition ability at day and night, system performance, response time. We get the performance of developed system based on the four goal. The car driver's front lane attention enhancement system in this paper will be widely used at the ADAS(Advanced Driving Assistance System) because of the better performance and function.

Design of a Realtime Interactive Authentication Method using PKI in the Wireless Network (무선 네트워크 기반에서 PKI 방식을 이용한 상호인증 프로토콜 설계)

  • Park, Jea-Seong;Han, Seung-Jo
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2008.10a
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    • pp.873-877
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    • 2008
  • There were many exposed problems in previous authentication method on LAN. Especially Open System Authentication Method, Shared Key Method, Mac Based Authentication Method are very hard to use in wireless network that needs security. So now, many researches have been performed about $802.1{\times}$ and user authentication method applying PKI. But certificate verification protocol has been used abolished list called CRL since it's first usage of PKI, there were still has a problem about distribution point. In this paper, I applied CVS to use CA direct not to use CRL and OSCP server in order to improve this problems.

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A Study on the Self Configurable Smart E-Book Recognizing User's Look based on Face Recognition (얼굴인식을 이용한 사용자 표정감지 스마트 전자책 연구)

  • Cha, Jiyoon;Kim, Injae;Shin, Yurim;Lim, Gyumin;Yun, Sunghyun
    • Proceedings of the Korea Information Processing Society Conference
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    • 2016.10a
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    • pp.566-567
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    • 2016
  • 최근 스마트기기가 발전함에 따라 종이책이 아닌 다양한 전자책뷰어가 등장하고 있다. 애플의 아이패드(iPad), 아마존의 킨들(kindle)과 같은 태블릿, 전자책 또는 스마트폰이 대표적인 예이며 스마트기기의 사용자 증가로 전용 단말기가 아닌 스마트폰 중심의 전자책 시장도 크게 성장하고 있다. 하지만 시니어 또는 스마트기기 사용을 어려워하는 사용자들이 전자책을 사용하는데 어려움을 느끼기 때문에, 전자책은 종이책에 비해 여전히 낮은 이용률을 나타내고 있다. 본 논문에서는 얼굴 표정에 따라서 전자책 설정을 자동으로 변경해 주는 방법을 제안한다. 제안한 방법은 표정감지를 위하여 OpenCV 라이브러리를 이용하여 얼굴을 검출하고, Haar-Like 피처 기법으로 사용자의 눈 모양을 검출한다. 눈이 감겨있는 경우와 찌푸린 경우를 감지하여 이에 맞게 글자크기와 화면을 자동으로 설정해 준다.

Position Detection and Gathering Swimming Control of Fish Robot Using Color Detection Algorithm (색상 검출 알고리즘을 활용한 물고기로봇의 위치인식과 군집 유영제어)

  • Akbar, Muhammad;Shin, Kyoo Jae
    • Proceedings of the Korea Information Processing Society Conference
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    • 2016.10a
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    • pp.510-513
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    • 2016
  • Detecting of the object in image processing is substantial but it depends on the object itself and the environment. An object can be detected either by its shape or color. Color is an essential for pattern recognition and computer vision. It is an attractive feature because of its simplicity and its robustness to scale changes and to detect the positions of the object. Generally, color of an object depends on its characteristics of the perceiving eye and brain. Physically, objects can be said to have color because of the light leaving their surfaces. Here, we conducted experiment in the aquarium fish tank. Different color of fish robots are mimic the natural swim of fish. Unfortunately, in the underwater medium, the colors are modified by attenuation and difficult to identify the color for moving objects. We consider the fish motion as a moving object and coordinates are found at every instinct of the aquarium to detect the position of the fish robot using OpenCV color detection. In this paper, we proposed to identify the position of the fish robot by their color and use the position data to control the fish robot gathering in one point in the fish tank through serial communication using RF module. It was verified by the performance test of detecting the position of the fish robot.

Portable Projection-Based Multimedia Display System (휴대형 프로젝션 기반의 멀티미디어 디스플레이 시스템)

  • Oh, Ji-Hyun;Lee, Moon-Hyun;Park, Han-Hoon;Kim, Jae-Soo;Park, Jong-Il
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2006.11a
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    • pp.265-268
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    • 2006
  • 데스크탑 환경의 멀티미디어 디스플레이 시스템은 고해상도, 대화면의 영상을 제공해 줄 수 있는 반면 제약된 공간에서만 동작하므로 휴대할 수 없는 문체가 있다. PDA, PMP와 모바일 폰과 같은 휴대성을 가지는 멀티미디어 디스플레이 시스템은 해상도가 낮아 사용자에게 충분한 몰입감을 제공 해 주지 못한다. 본 논문에서는 기존의 데스크탑 환경에서 동작하는 프로젝션 기반의 증강현실 시스템을 모바일 플랫폼으로 확장한 프로젝션 기반의 휴대형 멀티미디어 디스플레이 시스템을 제안한다. 제안된 시스템은 PDA와 포켓 프로젝터를 결합한 것으로, PDA에서 전 처리된 멀티미디어 영상을 포켓 프로젝터를 이용하여 임의의 모양을 가지는 스크린에 왜곡 없이 영상을 표시해 줄 수 있다. 개발환경은 Window Mobile 5.0 기반의 ARM 플랫폼을 사용하는 PDA를 이용하였고, 시스템의 최적화를 위하여 x86 플랫폼에 최적화된 OpenCV 라이브러리를 모바일용으로 변환하였다. 또한 모바일 플랫폼에서는 부동소수점 연산으로 인한 시스템의 속도저하 문제가 발생하기 때문에 부동소수점 연산을 정수 연산으로 변환함으로써 처리 속도를 개선하였다. 프로젝션 기반의 디스플레이 시스템을 실현하기 위해서 필요한 기술적인 과제들을 모바일 환경에서 직접 처리해 봄으로써 휴대형 프로젝션 기반의 멀티미디어 시스템의 가능성을 제시한다.

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Molecular Characterization of an Apple cDNA Encoding Cinnamyl Alcohol Dehydrogenase

  • Kim, Sung-Hyun;Lee, Jae-Rin;Shin, Yong-Uk;An, Gyn-Heung;Kim, Seong-Ryong
    • Journal of Microbiology and Biotechnology
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    • v.9 no.4
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    • pp.475-481
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    • 1999
  • The study of lignin, a major component of secondary cell wall, has been partly focused on its removal from the woody part in the kraft pulping industry. Cinnamyl alcohol dehydrogenase (CAD; EC 1.1.l95) catalyzes the synthesis of cinnamyl alcohols from corresponding cinnamaldehydes. A cDNA clone, MdCADl, encoding putative CAD from apples (Malus domestica Borkh. cv Fuji) was characterized in this study. The clone contains an open reading frame of 325 amino acid residues, which shows a greater than 80% identity with Eucalyptus CADl. MdCADl mRNA was detectable in vegetative tissues and was strongly expressed in the fruit. The expression pattern of MdCADl mRNA in the fruit peel after light exposure was also examined. The mRNA was rapidly increased until 1 day after light exposure and remained stable thereafter, suggesting that MdCADl is light inducible. The inducibility of the MdCADl gene was examined using several environmental stresses. Mechanical wounding of leaves increased the MdCADl mRNA level and the induction was further increased by salicylic acid. Southern blot hybridization showed that there is either one or a few copies of CAD genes in apples. To our knowledge, it is believed that MdCADl is the first CAD clone expressed predominantly in fruit.

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Robot Arm Recognizing and Drawing Various Line Thicknesses (다양한 선 두께들을 인식하고 그리는 로봇 팔)

  • Jo, Won-Se;Kim, Dong-Han;Rew, Keun-Ho
    • Journal of Institute of Control, Robotics and Systems
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    • v.19 no.12
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    • pp.1105-1110
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    • 2013
  • In this paper, a robot arm capable of recognizing and drawing various line thicknesses is developed. Conventional line drawing robots are not capable of adjusting the thickness of lines. However, to draw faster and to enrich the expression of line drawing robots, it is necessary to adjust line thickness using a brush pen. Simple images are acquired and various line thicknesses are recognized by image processing. Trajectories of lines are generated with distance sorting using thinning and corner point detections for each label. Information on line thickness and trajectory is sent to the controller of a robot arm taking into consideration 2D inverse kinematics. Through this process, the robot arm can draw various lines thicknesses along 2D trajectories with 3 motors. Robot arm for detailed drawing will be studied in the future.