• 제목/요약/키워드: Fusion signs

검색결과 36건 처리시간 0.019초

스마트 홈 사용자를 위한 라이다, 영상, 오디오 센서를 이용한 인공지능 이상징후 탐지 알고리즘 (Intelligent Abnormal Situation Event Detections for Smart Home Users Using Lidar, Vision, and Audio Sensors)

  • 김다현;안준호
    • 인터넷정보학회논문지
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    • 제22권3호
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    • pp.17-26
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    • 2021
  • 최근 COVID-19가 확산하고 외출 자제 권고와 같은 방역지침에 따라 집에서 생활하는 시간이 늘고 있다. 이에 따라 집에서 생활하는 1인 가구가 증가하고 있지만 1인 가구는 다인 가구보다 집 안에서 위급한 상황이 발생할 때 외부에 알리기 어렵다. 본 연구는 집안에서 발생하는 다양한 상황을 라이다, 영상, 음성 센서로 수집하고 센서에 따른 데이터를 각각의 알고리즘을 통해 분석하였다. 이를 이용해 위급상황 등의 비정상 패턴을 분석하여 사람의 이상징후를 탐지하는 연구를 진행했다. 각 센서에 따른 사람의 이상징후를 탐지하는 인공지능 알고리즘을 연구하였으며 센서에 따른 이상징후 탐지 정확도를 측정했다. 또한, 본 연구는 다양한 상황에 대한 센서의 탐지 가능 여부를 실험하여 센서 간의 장단점을 보완한 융합 방식을 제안한다.

Pavement Crack Detection and Segmentation Based on Deep Neural Network

  • Nguyen, Huy Toan;Yu, Gwang Hyun;Na, Seung You;Kim, Jin Young;Seo, Kyung Sik
    • 한국정보기술학회논문지
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    • 제17권9호
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    • pp.99-112
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    • 2019
  • 도로 포장면의 크랙(crack)은 도로포장 구조의 열화를 입증하는 중요한 신호와 증상이다. 카메라 영상기반 도로포장 크랙 탐지는 강도 비균질성, 위상 복잡성, 낮은 대조도 및 노이즈성의 텍스처 배경 때문에 어려운 문제이다. 본 논문은 흑백영상에 대하여 깊은 신경망(DNN)에 기반하여 픽셀수준의 도로 크랙 탐지 및 분할 문제에 대해 다룬다. 변형된 U-net 네트워크와 고수준 특징 네트워크를 포함하는 새로운 DNN 구조를 제안한다. 본 연구의 중요 기여는 융합 층을 통해 공급되는 이들 네트워크의 결합 방법이다. 우리가 아는 한, 본 연구는 보도블럭 크랙 분할 및 탐지 문제를 결합을 소개한 최초의 논문이다. 크랙 탐지 및 분할의 시스템 성능은 새로운 구조를 사용하여 급격히 향상되었다. 제안된 시스템을 2개의 공개 데이터셋­크랙 포레스트 데이터셋(CFD)와 AigleRN 데이터셋­에 대하여 구현하고 평가하였다. 본 논문의 시스템은 여덟 가지의 최신 알고리즘과 같은 데이터셋으로 실험을 하였을 때, 가장 뛰어난 결과를 보여주었다.

Molecular characterization of a pigeon paramyxovirus type 1 virus isolated from Eurasian collared doves in Iran, 2017

  • Esmaeelzadeh-Dizaji, Reza;Molouki, Aidin;Hosseini, Hossein;Fallah-Mehrabadi, Mohammad Hossein;Ziafati-Kafi, Zahra;Takalou, Azin;Eram, Nava;Kumar, Niloufar;Ashuri, Alireza;Sadri, Naser;Ghalyanchi-Langeroudi, Arash
    • Journal of Veterinary Science
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    • 제23권3호
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    • pp.29.1-29.6
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    • 2022
  • In September 2017, an outbreak with high mortality, which showed the typical signs of ND, occurred among a flock of more than 2000 Eurasian collared doves in Konarak, southeast of Iran. A confirmed pigeon paramyxovirus type 1 strain was isolated from the brain tissues of the dead doves. The isolate, which was called Pigeon/Iran/Konarak/Barin/2017, was classified as a highly velogenic NDV. Complete genome sequencing and phylogenetic analysis showed that the isolate belonged to subgenotype XXI.2, which has never been reported from Iran before. The isolate had the highest homology (96.15%) with early 2010s Italian isolates. Further studies will be required to understand the diversity better.

Locking Compression Plate를 이용한 전위성 쇄골 간부 골절의 수술적 치료 (Operative Treatment of Fractures of the Midshaft Clavicle using Locking Compression Plate)

  • 정남식;홍기도;하성식;박성준;강정호;심재천
    • 대한정형외과스포츠의학회지
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    • 제5권1호
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    • pp.63-68
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    • 2006
  • 목적: 전위성 쇄골 간부 골절의 치료로 관혈적 정복술 후 LCP를 사용하여 내고정을 시행한 환자를 대상으로 방사선학적, 임상적 결과를 분석하여 전위성 쇄골 간부 골절의 치료에 있어서 LCP의 유용성을 알아보고자 하였다. 대상 및 방법: 2003년 5월부터 2004년 11월까지 본원에서 쇄골 간부 골절에 대해 LCP를 이용한 관혈적 정복, 금속내 고정술을 시행하고 6개월 이상 추시가 가능하였던 26례를 대상으로 하였다. 수술 후 최종 평가는 방사선 결과와 fang s criteria를 이용한 임상적 결과로 분석하였다. 결과: 수술 후 평균 9.3주에 모든 예에서 지연유합 없이 골유합 되었으며 임상적으로 Kangs criteria에 따라 구분한 결과, 우수 이 상이 22례로 나타났다. 특히, 견관절 운동은 상완골 골절이 동반된 두 경우를 제외한 24례에서 2.9주내에 정상 범위로 빠른 회복을 보였다. 합병증으로는 견관절 운동 장애 2례, 수술 절개 부위의 켈로이드 형성 1례였으며 그 이외에 다른 주요 합병증은 없었다. 결론: 전위성 쇄골 간부 골절에서 LCP를 이용한 관혈적 정복 및 금속내 고정술은 기존의 금속판에 비해 수술 후 합병증을 줄이고 효과적인 골유합과 조기 견관절 운동에 도움을 줄 수 있는 좋은 치료 방법 중 하나라고 사료된다.

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한국인에서 Aldehyde Dehydrogenase 2 유전자 변이가 알코올의 신경인지 기능, 정신운동성 수행 및 주관적 반응에 미치는 영향 (Effects of Alcohol on Neurocognitive Function, Psychomotor Performance and Subjective Response in Koreans with Different ALDH2 Genotypes)

  • 신일선;윤진상;김현;윤보현;이훈;정재성;이형영
    • 생물정신의학
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    • 제6권2호
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    • pp.176-188
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    • 1999
  • Objective : The purpose of this study was to evaluate the effects of alcohol on neurocognitive function, psychomotor performance and subjective response in healthy Korean adults with different ALDH2 genotypes. Method : A total of 24 males, half with active $ALDH2^*1/2^*1$ and the other with inactive $ALDH2^*1/2^*2$, was selected through genotyping using restriction fragment length polymorphism. In a double-blind, placebo-controlled cross-over design, each subject consumed 0.5g/kg dose of alcohol, given as a mixture of 40% vodka and orange juice, and placebo(orange juice) on two separate occasions on an average of weekly intervals. The blood alcohol concentrations(BACs) were measured using a breath analyzer at baseline and at 30, 60 minutes after drinking. P300s were measured at baseline and at 30 minutes after alcohol and placebo intake. Vital signs and psychomotor performance[Critical Flicker Fusion Threshold(CFFT), Choice Reaction Time (CRT), Digit Symbol Substitution(DSS)] were measured at baseline and at 60 minutes after alcohol and placebo intake. Subjective responses were measured at the end of the study. The statistical analysis focused on whether there were any differences between groups with different ALDH2 genotypes. Results : The major results are as follows. 1) BACs in the inactive group were overall equivalent to those in the active group. Only in terms of time, BACs were significantly higher overall at 30 minutes than at 60 minutes after alcohol intake. 2) Pulse rates were significantly increased after alcohol intake compared with placebo, and the increase was greater in the inactive than in the active group. 3) P300 latencies in leads Fz(frontal), Cz(cental) and Pz(parietal) were significantly increased after alcohol intake compared to placebo, and the increase was greater in the inactive than in the active group. P300 amplitudes in leads Cz and Pz were significantly decreased overall after alcohol intake compared to placebo. 4) Compared with placebo, alcohol produced significant effect on the psychomotor performance : impairment in the inactive group, improvement in the active group. 5) Compared with placebo, alcohol significantly induced a negative or an intense effect on the subjective responses in the inactive group, but little negative and even a somewhat positive effect in the active group. Conclusions : These results suggest that ALDH isozyme variance might be an important factor to determine the effects of acute dose of alcohol on the various psychobehavioural functions and also to determine the alcohol use pattern and to predict the future development of alcohol overuse and/or abuse.

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Cryptosporidium parvum 단독 및 돼지 rotavirus와 혼합 감염시킨 자돈 장염의 병원성 (Pathogenesis on enteritis induced by Cryptosporidium parvum alone and combined with porcine rotavirus in piglets)

  • 한동운;강문일;박남용;위성환
    • 대한수의학회지
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    • 제35권1호
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    • pp.149-158
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    • 1995
  • The purpose of the present study was to understand the pathogenesis of infections in piglets inoculated with C parvum isolated from mice alone and combined with porcine rotavirus (S-80). Thirteen 10-day piglets were divided in four groups; Three, A group, were only given by C parvum. Four, B group, were orally administrated with firstly porcine rotavirus and then C patvum. Three, C group, were orally inoculated with porcine rotavirus alone. The rest, D group, were used as controls. During the experiment, there were daily recorded clinical signs including diarrhea to each pig. According to the periodic intervals for necropsy, all pigs were sacrificed from 4 to 12 days after the final inoculation of C parvum. Location and distribution of two pathogens, C parvum and rotavirus, in the intestinal mucosa of piglets tested were examined by pathological and immunohistological means. In addition, parasitological test using the feces of piglets was applied for the detection of cryptosporidial oocysts as well. A group showed diarrhea from 4 to 6 days post-inoculation(PI) and also discharged C parvum oocysts in feces during the day 4 to 7 PI. In tissue sections of jejunum and ileum, cryptosporidial oocysts were observed a few on the top of villi with slightly fusion. B group represented sign of diarrhea and discharge of oocysts from 2 to 11 days PI. There were some cryptosporidial oocysts both in the jejunal lumen and in the lumen of mucosal glands. As progressed, oocysts were most commonly distributed on the tip of villi of jejunum. Histopathologically there were also mild to moderately fused, attenuated focal desquamated, congested villi and mononuclear cell infiltration of varying degrees in the lamina propria of small intestine and colon at the day 4 and 7 PI. C group showed slightly to mildly attenuated and fused top of villi and mildly mucosal congestion. D group as controls was grossly and histopathologically normal in all parts of intestine. The present results indicate that the piglets inoculated with C parvum only are certainly milder in pathogenesis including duration of clinical course and severity of lesion than those in piglets concurrently infected with porcine rotavirus and C parvum. Also the strain (VRI-CN91) of C parvum used in the study has very low pathogenicity to occur enteritis of piglets.

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