• Title/Summary/Keyword: OPEN CV

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A Study on Mobile CCTV for Geofence Monitoring for Construction Safety (건설 안전용 지오펜스 감시를 위한 이동형 CCTV 연구)

  • Kang, Aetti;Kim, Sangwoo;Baek, Eunjin;Lee, Jisoo;Eom, Semin;Ham, Sungil
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2023.05a
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    • pp.381-382
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    • 2023
  • Frequent accidents occur when workers at construction sites leave the safety zone, and particularly in the past 5 years, 9 fatal accidents occurred at the Korea Railroad Corporation due to train accidents on other tracks during track work. With the Severe Accident Punishment Act taking effect in January 2022, it is a priority to secure a safe work environment for workers at industrial (construction) sites. Therefore, there is a need to manage workers' departure from the safety zone (construction zone) and to facilitate communication within the construction zone. In this study, a mobile edge computing CCTV system is proposed that uses geofencing to determine whether workers are working in the danger zone, which can judge and respond in real-time to the ever-changing field environment. The proposed system is mobile and flexible, rather than server-based fixed CCTV. However, since it is designed mainly based on images, it has limitations in recognition rate depending on the environment such as distance, viewing angle, and illumination. As a way to compensate for this, it is required to develop more reliable equipment by combining technologies such as LiDAR and Radar.

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Visual Information Tactile Transformation Display to Expand the Enjoyment of Art and Culture for the Blind (시각장애인 예술 문화 향유 확장을 위한 시각 정보 촉각 변환 디스플레이)

  • Sang-Don Lee;Ju-Hyeon Lee;Jae-Hyeong Hwang;Hyeon-Jung Hwang;Jae-Hun Lee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.11a
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    • pp.996-997
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    • 2023
  • 시각 장애인들의 시각 정보에 대한 낮은 접근성은 문화, 예술 활동에 큰 제약을 가져다 주고 있다. 실제로 시각 장애인 중 약 절반 이상이 문화, 여가생활에 만족하지 못한다고 답하였고 전시회, 미술품 감상 또는 관람 활동은 약 5%만이[1] 참여하고 있는 것으로 나타났다. 이러한 한계를 극복하기 위해 시각이라는 감각의 한계를 뛰어넘어 시각 미디어를 즐길 수 있게 하는 서비스를 제작하였고, 이는 크게 웹서비스인 web view editor와 물리적인 촉각 디스플레이로 구성된다. 시각 미디어인 이미지는 8×8로 나눠 각 영역을 OpenCV 라이브러리와 K-means clustering 알고리즘을 이용하여 9 level로 분류시키고, 구분된 level에 맞게 cell의 높낮이 차이를 두기 위하여 Arduino를 통한 회전-선형 변환기를 제작했다. Arduino의 PWM 기능을 이용해 모터의 속도와 방향을 제어하며, 각 모터의 드라이버는 Arduino와 연결되어 있어 모터의 회전을 제어하게 했다. 결과적으로 본 연구에서는 cell의 높낮이 차이를 9 level로 구분하여 시각 정보를 촉각으로 수용할 수 있는 장치를 제작하였고, 이 장치를 통해 기존의 시각 장애인들이 문화 생활을 쉽게 향유하고 이를 바탕으로 창의성과 상상력을 증대시켜 더욱 밀접하게 사회와 연결되고 소통 할 수 있는 기회의 초석이 되기를 기대하는 바이다.

Automatic Photo Classification System Based on Face Feature Extraction and Clustering (얼굴 특징 추출 및 클러스터링 기반의 사진 자동 분류 시스템)

  • Seung-oh Choo;Seung-yeop Lee;Jin-hoon Seok;Gang-min Lee;Tae-sang Lee;Hongseok Yoo
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2024.01a
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    • pp.491-492
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    • 2024
  • 맞벌이 가정이 증가함에 따라 영유아, 장애인, 노인 등의 사회적 약자를 낮시간 동안 보육/보호하는 데이케어 센터의 수요가 증가하고 있다. 데이케어 센터는 센터 경쟁력 확보 및 보호자 만족도 제고를 위해서 피보호자의 일상 사진을 제공하는 곳이 대부분이다. 하지만 데이케어 센터의 직원이 다수의 사람에 대한 사진을 촬영 및 선별해서 메시지를 전송하는 일은 데이케어 센터 본연의 업무를 방해할 수 있다. 따라서 본 논문에서는 사진 선별을 업무 부담을 완화시키는데 도움을 줄 수 있는 얼굴 특징 기반 사진 자동분류하는 시스템을 개발한다. 제안한 방법에서는 얼굴 특징 추출 기법과 클러스터링 알고리즘인 DBSCAN을 이용하여 얼굴기준 사진 분류시스템을 설계하엿다. 특히, OpenCV와 face recognition 라이브러리를 이용하여 카메라로 촬영된 사진 속의 얼굴 객체를 인식하고 얼굴사진을 저정한 후 얼굴의 특징을 추출한다.

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Research on Development of VR Realistic Sign Language Education Content Using Hand Tracking and Conversational AI (Hand Tracking과 대화형 AI를 활용한 VR 실감형 수어 교육 콘텐츠 개발 연구)

  • Jae-Sung Chun;Il-Young Moon
    • Journal of Advanced Navigation Technology
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    • v.28 no.3
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    • pp.369-374
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    • 2024
  • This study aims to improve the accessibility and efficiency of sign language education for both hearing impaired and non-deaf people. To this end, we developed VR realistic sign language education content that integrates hand tracking technology and conversational AI. Through this content, users can learn sign language in real time and experience direct communication in a virtual environment. As a result of the study, it was confirmed that this integrated approach significantly improves immersion in sign language learning and contributes to lowering the barriers to sign language learning by providing learners with a deeper understanding. This presents a new paradigm for sign language education and shows how technology can change the accessibility and effectiveness of education.

Dry Matter Yield and Forage Quality at Mixture of Annual Legumes and Italian ryegrass on Paddy Field (논에서 이탈리안 라이그라스와 두과 사료작물 혼파에 따른 생산성 및 사료가치 비교)

  • Kim, Won-Ho;Kim, Ki-Young;Jung, Min-Woong;Ji, Hee-Chung;Lim, Young-Chul;Seo, Sung;Kim, Jong-Duk;Yoon, Bong-Ki;Lee, Hyo-Won
    • Journal of The Korean Society of Grassland and Forage Science
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    • v.31 no.1
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    • pp.33-38
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    • 2011
  • This experiment was conducted to compare the dry matter yield and forage quality according to the seed mixture of annual legumes and Italian ryegrass (Lolium multiflorum, IRG) on paddy field at the experimental field of Jeollanam-Do Agricultural Research and Extension Services from 2007 to 2008. The five treatments used in this experiment were IRG single (cv. Kowinearly), IRG+Chinese milk vetch mixture, IRG + Crimson clover (cv. Linkarus) mixture, IRG + Austrian winter pea (Pisum sativum subsp. arvense cv. forage Pea) mixture and IRG + Hairy vetch (Vicia villosa. cv. Oregon Common) mixture. And the mixing ratio of Italian ryegrass + annual legumes were 70 : 30 as based mono seed rate. The dry matter (DM) percentage at harvest was 23.6~26.8%. The DM percentage among IRG single and mixture treatments were similar. The yields of fresh and CP were high in IRG + Forage pea mixtures as a 40,100 kg and 625 kg per ha, respectively (p<0.05). The yields of dry matter were high in IRG + Forage pea and IRG + hairy vetch pea mixtures as a 9,470 kg and 9,500 kg per ha, respectively (p<0.05). But the forage quality did not show difference between Italian ryegrass mono-culture and annual legumes mixture. The Av. $P_2O_5$ in IRG+Forage pea mixture was 78 mg/kg and concentration of K were 0.52~0.88. In conclusion, the mixture of IRG and Forage pea, dry matter yield, protein yield increased, and was effective in enhancing the stability of cultivation.

Strategies to Increase Domestic Lettuce Circulations through Improving Valuable End-User Traits (고부가가치 맞춤형 상추품종 개발을 통한 국내 상추유통 제고 전략)

  • Kim, Tae-Sung;Jang, Young-Hee;Hwang, Hee-Joong
    • Journal of Distribution Science
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    • v.16 no.8
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    • pp.63-68
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    • 2018
  • Purpose - Lettuce (Lactuca sativ L.) is one of the economically important vegetable crops, which worldwide market value is over 100 billion U.S. dollar. In Korea, about 89.7 kilo ton of lettuce was produced in 3400ha in 2016, recoded as No. 1 vegetable crop in domestic green house production. However, recently, domestic lettuce production and cultivation areas are all getting decreased. Thus, novel approaches are needed to be implemented to revive the production. Research design, data and methodology - In this review paper, we first prioritized the end-user traits which are imperative to positively stimulate the domestic lettuce market and discussed relevant genomics strategies. Especially, we assessed a possibility whether school meal program would be a potential niche market. Results - The genomics technologies, which become widely applied in the crop biotechnology since 2008 when next generation sequencing method was developed, may be a good solution in the crop improvement, efficiently gathering valuable information of agriculturally useful traits. Significantly, in lettuce, the high quality whole genome sequence, based on Lactuca sativa cv. Salinas, is publically available and this genomics platform, thus, would be implemented in lettuce breeding program to innovate relevant end-user traits both for the farmers and customers, including the disease resistance to the Fusarium wilt, productivity under hot weather conditions, various nutritional qualities and so forth. These improvements will boost domestic lettuce industries in the near future. Conclusions - Due to the nutritional distinctions comparing to the western style lettuces, domestic leaf lettuces could be one of the important vegetables in the school meal programs. To make it happen, we would better devise diverse recipes to make a salad with it, instead of only using as a wrap vegetable. Meanwhile, novel lettuce varieties need to be developed, which are favorable to the students and also easy to be handled with while processing. Overall, to achieve international competence in the lettuce industries, we need to create elite lettuce varieties that satisfies domestic farmers as well as customers, suitable to various niche markets, such as school meal program. Thus, efficient breeding programs using genomics approaches should be established in advance and careful monitoring on the preference of the related customers for a niche market be continued persistently.

Synthesis, Stability Constants, X-ray Structure and Electrochemical Studies of Copper (II) 1, 14-Bis (2-hydroxybenzyl)-2, 6, 9, 12-tetraazatetradecane.tetrahydrochloride Complex (1, 14-Bis(2-hydroxybenzyl)-2, 6, 9, 12-tetraazatetradecane.tetrahydro-chloride 구리착물의 합성, 안정도상수, X-ray 구조 및 전기화학적 연구)

  • Kim, Sun-Deuk;Kim, Jun-Kwang;Kim, Seong-Yun
    • Analytical Science and Technology
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    • v.13 no.2
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    • pp.173-178
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    • 2000
  • A new open-chain ligand containing two phenol groups, 1, 14-Bis (2-hydroxybenzyl)-2, 6, 9, 12-tetraazatetradecane(bsated) was synthesized as its tetrahydrochloride salt and characterized by elemental analysis, mass, infrared and NMR. Its proton dissociation constants ($logK^n{_H}$) and stability constants ($logK_{ML}$) toward $Co^{2+}$, $Ni^{2+}$, $Cu^{2+}$ and $Zn^{2+}$ were determined at $25^{\circ}C$ and 0.10M($KNO_3$) ionic strength in aqueous solution by potentiometry. The X-ray structure of its copper (II) complex [Cu(bsated)]$(ClO_4)_2$ was reported: Monoclinic space group $P2_1/n$, $a=17.856(4){\AA}$, $b=17.709(1){\AA}$, $c=8.539(2){\AA}$, $V=2700(2){\AA}$ with Z=4. Electrochemical studies of [Cu(bsated)]$(ClO_4)_2$ complex in dimethyl sulfoxide (DMSO) solution containing tetrabutylammonium perchlorate (supporting electrolyte) were carried out by cyclic voltammograms (CV) and normal pulse voltammetry (NPV).

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Distance measurement System from detected objects within Kinect depth sensor's field of view and its applications (키넥트 깊이 측정 센서의 가시 범위 내 감지된 사물의 거리 측정 시스템과 그 응용분야)

  • Niyonsaba, Eric;Jang, Jong-Wook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2017.05a
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    • pp.279-282
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    • 2017
  • Kinect depth sensor, a depth camera developed by Microsoft as a natural user interface for game appeared as a very useful tool in computer vision field. In this paper, due to kinect's depth sensor and its high frame rate, we developed a distance measurement system using Kinect camera to test it for unmanned vehicles which need vision systems to perceive the surrounding environment like human do in order to detect objects in their path. Therefore, kinect depth sensor is used to detect objects in its field of view and enhance the distance measurement system from objects to the vision sensor. Detected object is identified in accuracy way to determine if it is a real object or a pixel nose to reduce the processing time by ignoring pixels which are not a part of a real object. Using depth segmentation techniques along with Open CV library for image processing, we can identify present objects within Kinect camera's field of view and measure the distance from them to the sensor. Tests show promising results that this system can be used as well for autonomous vehicles equipped with low-cost range sensor, Kinect camera, for further processing depending on the application type when they reach a certain distance far from detected objects.

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Plant Growth and Ascorbic Acid Content of Spinacia oleracea Grown under Different Light-emitting Diodes and Ultraviolet Radiation Light of Plant Factory System (식물공장시스템의 발광다이오드와 UVA 광원 하에서 자란 시금치 생육 및 아스코르브산 함량)

  • Park, Sangmin;Cho, Eunkyung;An, Jinhee;Yoon, Beomhee;Choi, Kiyoung;Choi, Eunyoung
    • Journal of Bio-Environment Control
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    • v.28 no.1
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    • pp.1-8
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    • 2019
  • The study aimed to determine effects of light emitting diode (LED) and the ultraviolet radiation (UVA) light of plant factory on plant growth and ascorbic acid content of spinach (Spinacia oleracea cv. Shusiro). Plants were grown in a NFT (Nutrient Film Technique) system for 28 days after transplanting with fluorescent light (FL, control), LEDs and UVA (Blue+UVA (BUV), Red and Blue (R:B(2:1)) + UVA (RBUV), Red+UVA (RUV), White LED (W), Red and Blue (R:B(2:1)), Blue (B), Red (R)) under the same light intensity ($130{\mu}mol{\cdot}m^{-2}{\cdot}s^{-1}$) and photoperiod (16/8h = day/night). All the light sources containing the R (R, RB, RUV, and RBUV) showed leaf epinasty symptom at 21 days after transplanting (DAT). Under the RUV treatment, the lengths of leaf and leaf petiole were significantly reduced and the leaf width was increased, lowering the leaf shape index, compared to the R treatment. Under the BUV, however, the lengths of leaf and leaf petiole were increased significantly, and the leaf number was increased compared to B. Under the RBUV treatment, the leaf length was significantly shorter than other treatments, while no significant difference between the RBUV and RB for the fresh and dry weights and leaf area. Dry weights at 28 days after transplanting were significantly higher in the R, RUV and BUV treatments than those in the W and FL. The leaf area was significantly higher under the BUV treatment. The ascorbic acid content of the 28 day-old spinach under the B was significantly higher, followed by the BUV, and significantly lower in FL and R. All the integrated data suggest that the BUV light seems to be the most suitable for growth and quality of hydroponically grown spinach in a plant factory.

Smart Mirror to support Hair Styling (헤어 스타일링 지원 스마트 미러)

  • Noh, Hye-Min;Joo, Hye-Won;Moon, Young-Suk;Kong, Ki-Sok
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.20 no.1
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    • pp.127-133
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    • 2020
  • This paper deals with the development of a smart mirror to support changing hair styles. A key function of the service is the ability to synthesize the image into the user's face when the user chooses a desired hair image and virtually styling the hair. To check the effectiveness of the hair image synthesis function, the success rate measurement experiment of Haar-cascade algorithm's facial recognition was conducted. Experiments have confirmed that the facial recognition succeeds with a 95 percent probability, with both eyes and eyebrows visible to the subjects. It is the highest success rate. It confirmed that if either of the eyebrows of the subjects are not visible or one eyeball is covered, the success rate of facial recognition is 50% and 0% respectively.