• Title/Summary/Keyword: Valley detection

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Development of a Novel Step Detection Algorithm for Gait Evaluation of Patients with Hemiplegia Based on Trunk Accelerometer (뇌졸중으로 인한 편마비 환자의 보행평가를 위한 체중심 가속도센서 기반의 새로운 보 검출 알고리즘 개발)

  • Lee, Hyo-Ki;Hwang, Sung-Jae;Cho, Sung-Pil;Lee, Dong-Ryul;You, Sung-Hyun;Lee, Kyoung-Joung;Kim, Young-Ho;Chung, Ha-Joong
    • Journal of Biomedical Engineering Research
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    • v.30 no.3
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    • pp.213-220
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    • 2009
  • In this study, we have developed a novel step detection algorithm for gait evaluation of patients with hemiplegia based on trunk accelerometry device. For this, we have used a bandpass filter and a least square acceleration (LSA) filter which is characterized by emphasizing the peak or valley point of the acceleration signals for each 3-axis accelerometer signals. To evaluate the algorithm, the detected steps by developed algorithm and real steps by the motion analysis system were compared. As a result, we could obtain the sensitivity of 96.44%, the specificity of 99.94% and the accuracy of 99.90% for the patients' data sets and the sensitivity of 100%, the specificity of 99.93% and the accuracy of 99.93% for the normal data sets. In conclusion, the developed algorithm is useful for the step detection for patients with hemiplegia as well as normal subjects.

Detection of Land Subsidence and its Relationship with Land Cover Types using ESA Sentinel Satellites data: A case study of Quetta valley, Pakistan

  • Ahmad, Waqas;Kim, Dongkyun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2018.05a
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    • pp.148-148
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    • 2018
  • Land subsidence caused by excessive groundwater pumping is a serious hydro-geological hazard. The spatial variability in land use, unbalanced groundwater extraction and aquifer characteristics are the key factors which make the problem more difficult to monitor using conventional methods. This study uses the European Space Agency (ESA) Sentinel satellites to investigate and monitor land subsidence varying with different land covers and groundwater use in the arid Quetta valley, Pakistan. The Persistent Scattering Differential Interferometry of Synthetic Aperture Radar (PS-DInSAR) method was used to develop 28 subsidence interferograms of the study area for the period between 16 Oct 2014 and 06 Oct 2016 using ESA's Sentinel-1 SAR data. The uncertainty of DInSAR result is first minimized by removing the dynamic effect caused by atmospheric factors and then filtered using the radar Amplitude Dispersion Index (ADI) to select only the stable pixels. Finally the subsidence maps were generated by spatially interpolating the land subsidence at the stable pixels, the comparison of DInSAR subsidence with GPS readings showed an R 2 of 0.94 and mean absolute error of $5.7{\pm}4.1mm$. The subsidence maps were also analysed for the effect of aquifer type and 4 land covers which were derived from Sentienl-2 multispectral images. The analysis show that during the two year period, the study area experienced highly non-linear land subsidence ranging from 10 to 280 mm. The subsidence at different land covers was significantly different from each other except between the urban and barren land. The barren land and seasonally cultivated area show minor to moderate subsidence while the orchard and urban area with high groundwater extraction rate showed excessive amount of land subsidence. Moreover, the land subsidence and groundwater drawdown was found to be linearly proportional to each other.

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Cone-beam computed tomography-based radiographic considerations in impacted lower third molars: Think outside the box

  • Ali Fahd;Ahmed Talaat Temerek;Mohamed T. Ellabban;Samar Ahmed Nouby Adam;Sarah Diaa Abd El-wahab Shaheen;Mervat S. Refai;Zein Abdou Shatat
    • Imaging Science in Dentistry
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    • v.53 no.2
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    • pp.137-144
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    • 2023
  • Purpose: This study aimed to evaluate the anatomic circle around the impacted lower third molar to show, document, and correlate essential findings that should be included in the routine radiographic assessment protocol as clinically meaningful factors in overall case evaluation and treatment planning. Materials and Methods: Cone-beam computed tomographic images of impacted lower third molars were selected according to specific inclusion criteria. Impacted teeth were classified according to their position before assessment. The adjacent second molars were assessed for distal caries, distal bone loss, and root resorption. The fourth finding was the presence of a retromolar canal distal to the impaction. Communication with the dentist responsible for each case was done to determine whether these findings were detected or undetected by them before communication. Results: Statistically significant correlations were found between impaction position, distal bone loss, and detected distal caries associated with the adjacent second molar. The greatest percentage of undetected findings was found in the evaluation of distal bone status, followed by missed detection of the retromolar canal. Conclusion: The radiographic assessment protocol for impacted third molars should consider a step-by-step evaluation for second molars, and clinicians should be aware of the high prevalence of second molar affection in horizontal and mesioangular impactions. They also should search for the retromolar canal due to its associated clinical considerations.

Development of an Automatic PCR System Combined with Magnetic Bead-based Viral RNA Concentration and Extraction

  • MinJi Choi;Won Chang Cho;Seung Wook Chung;Daehong Kim;Il-Hoon Cho
    • Biomedical Science Letters
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    • v.29 no.4
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    • pp.363-370
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    • 2023
  • Human respiratory viral infections such as COVID-19 are highly contagious, so continuous management of airborne viruses is essential. In particular, indoor air monitoring is necessary because the risk of infection increases in poorly ventilated indoors. However, the current method of detecting airborne viruses requires a lot of time from sample collection to confirmation of results. In this study, we proposed a system that can monitor airborne viruses in real time to solve the deficiency of the present method. Air samples were collected in liquid form through a bio sampler, in which case the virus is present in low concentrations. To detect viruses from low-concentration samples, viral RNA was concentrated and extracted using silica-magnetic beads. RNA binds to silica under certain conditions, and by repeating this binding reaction, bulk samples collected from the air can be concentrated. After concentration and extraction, viral RNA is specifically detected through real-time qPCR (quantitative polymerase chain reaction). In addition, based on liquid handling technology, we have developed an automatic machine that automatically performs the entire testing process and can be easily used even by non-experts. To evaluate the system, we performed air sample collection and automated testing using bacteriophage MS2 as a model virus. As a result, the air-collected samples concentrated by 45 times then initial volume, and the detection sensitivity of PCR also confirmed a corresponding improvement.

A Study on the Improvement of Speaker Recognition System by Voice Activity Detection (음성구간검출을 통한 화자식별 시스템의 성능개선에 관한 연구)

  • 신동성;정영훈;배명진
    • Proceedings of the IEEK Conference
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    • 2001.09a
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    • pp.789-792
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    • 2001
  • 성능향상에 관한 실험을 하였다. 화자식별 방식은 등록된 음성과 테스트 음성을 비교하여 결정논리에 의하여서 화자를 식별하는 방식이다. 이러한 시스템에서 전처리(preprocessing)를 어떻게 해 주느냐에 따라서 인식률에 큰 영향을 미치게 된다. 본 논문에서는 전처리 과정 중에서 음성구간 검출에 대한 실험을 수행하여 성능을 비교 하였다. 본 논문에서는 시간영역에서 안정구간(stationary region)과 전이구간(transition region)에서 Normalized AMDF를 적용하였을 때 피치점에서 골(valley)의 기울기가 크다는 점을 이용하여 유성을 검출하였다. 그리고 검출된 유성음 구간 앞뒤로 인접 샘플의 자기상관관계함수(Autocorrelation)의 비를 이용하여 무성음을 검출하였다. 결과적으로 처리시간은 비슷하였으나 전체 인식률은 약 2%정도 개선되었다.

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A Segmentation Technique of Textured Images Using Conditional 1-D Histograms (조건부 1차원 히스토그램을 이용한 Texture 영상 분할)

  • 양형렬;이정환;김성대
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.27 no.4
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    • pp.580-589
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    • 1990
  • This paper describes an efficient method of texture image segmentation based on conditional 1-dimensional histograms. We consider the multi-dimensional histogram, and it is projected into each axis in order to obtain conditional 1-dimensional histograms. And we extract uniform regions by iteratively applying the peak-valley detection method to conditional 1-dimensional histograms. In view of the amount of memory and computation time, the proposed method is superior to the conventional method which uses the multi-dimensional histogram. By applying the proposed method to the artificial and natural texture images some desirable results are obtained.

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Analysis on Visibility Range of Forest Fire Detection Facilities for Forest Fire Prevention (산불예방을 위한 감시시설 가시범위 분석에 관한 연구)

  • Lee, Si-Young;An, Sang-Hyun
    • 한국방재학회:학술대회논문집
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    • 2008.02a
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    • pp.157-160
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    • 2008
  • This study analyzed on the area of Samcheok, Kangwondo about forest fire alarming area and enlargement of the area. Then, visible area by unattended watching camera and watchtower for forest fire which were run by Samcheok was cross-checked with geographic information system, and it could be whether effective on watching the area where the forest fire risk was high enough and also it could be expanded to larger forest fire. The result of study, the visible area by watching facilities only holds for 13.4% of the whole forest fire alarming area, but the forest fire can be observed even though it is occurred in small valley because of smoke and all the forest fire have been occurred in daytime. Therefore, it can be determined that watching area will be extended around 50.3% while the observation radii of watching facilities raise by 4km. However, Samcheok has much greater area of mountain area in compared to any other cities or counties, watching facilities should be installed and run additionally for extinguishing the forest fire from the beginning.

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Automatic Extraction of the Facial Feature Points Using Moving Color (색상 움직임을 이용한 얼굴 특징점 자동 추출)

  • Kim, Nam-Ho;Kim, Hyoung-Gon;Ko, Sung-Jea
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.35S no.8
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    • pp.55-67
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    • 1998
  • This paper presents an automatic facial feature point extraction algorithm in sequential color images. To extract facial region in the video sequence, a moving color detection technique is proposed that emphasize moving skin color region by applying motion detection algorithm on the skin-color transformed images. The threshold value for the pixel difference detection is also decided according to the transformed pixel value that represents the probability of the desired color information. Eye candidate regions are selected using both of the black/white color information inside the skin-color region and the valley information of the moving skin region detected using morphological operators. Eye region is finally decided by the geometrical relationship of the eyes and color histogram. To decide the exact feature points, the PCA(Principal Component Analysis) is used on each eye and mouth regions. Experimental results show that the feature points of eye and mouth can be obtained correctly irrespective of background, direction and size of face.

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TaqMan probe real-time PCR for quantitative detection of bovine adenovirus type 1 during the manufacture of biologics and medical devices using bovine-derived raw materials (소유래 성분 원재료 사용 생물의약품과 의료기기 제조 공정에서 bovine adenovirus type 1 정량 검출을 위한 TaqMan probe real-time PCR)

  • Ko, Woon Young;Noh, Na Gyeong;Kim, In Seop
    • Korean Journal of Microbiology
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    • v.51 no.3
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    • pp.199-208
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    • 2015
  • Biologics and medical devices manufactured with bovine-derived raw materials have the risk of viral contamination. Therefore, viral validation study is essential to ensure the safety of the products. Bovine adenovirus type-1 (BAdV-1) is one of the common bovine viral pathogens. For quantitative detection of BAdV-1 during the manufacture of biologics and medical devices, a TaqMan probe real-time PCR method was developed. Specific primers and TaqMan probe for amplifying and detecting BAdV-1 DNA were designed. Specificity, limit of detection (LOD), and robustness of the method was validated according to international guideline on the validation of nucleic acid amplification tests for the pathogen detection. The sensitivity of the assay was found to be $7.44{\times}10^1\;TCID_{50}/ml$. The real-time PCR method was reproducible, very specific to BAdV-1, and robust. Moreover, the method was successfully applied to the validation of Chinese Hamster Ovary (CHO)-K1 cells artificially infected with BAdV-1, a commercial CHO master bank, and bovine type 1 collagen. The overall results indicate that this rapid, specific, sensitive, and robust assay can be reliably used for quantitative detection of BAdV-1 contamination during the manufacture of biologics and medical devices using bovine-derived raw materials.

Studies on Genetic Variation of Different Chinese Duck Populations with Random Amplified Polymorphic DNA Analysis

  • Su, Y.;Liu, C.W.;Liu, L.;Ye, C.H.;Cao, W.Q.;Huang, Y.Q.;Zheng, J.;Cai, D.Y.;Olowofeso, O.
    • Asian-Australasian Journal of Animal Sciences
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    • v.19 no.4
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    • pp.475-481
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    • 2006
  • The genetic polymorphism and relationships of Muscovy, Cherry Valley Meat ducks, Partridge ducks and their crossbreds $F_1$ and $F_2$, respectively, were studied using a random amplified polymorphic DNA (RAPD) technique. The results showed that RAPD markers were effective for the analysis of genetic relationships among ducks. Amplification with 20-primers gave 760 reproducible amplified fragments. The percentage of polymorphic marker band was 74.70%, which indicates that the RAPD technique had higher efficiency of polymorphism detection and sensitivity in studying the genetic variations among ducks and showed that the genetic polymorphism was abundant between two species of duck populations. The average index of genetic distance in hybrid $F_2$ was 0.2341 and higher than that of its parents, which indicates that the genetic diversity was improved by crossbreeding with Muscovy.