• Title/Summary/Keyword: Spatiotemporal

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Autonomous vision-based damage chronology for spatiotemporal condition assessment of civil infrastructure using unmanned aerial vehicle

  • Mondal, Tarutal Ghosh;Jahanshahi, Mohammad R.
    • Smart Structures and Systems
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    • v.25 no.6
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    • pp.733-749
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    • 2020
  • This study presents a computer vision-based approach for representing time evolution of structural damages leveraging a database of inspection images. Spatially incoherent but temporally sorted archival images captured by robotic cameras are exploited to represent the damage evolution over a long period of time. An access to a sequence of time-stamped inspection data recording the damage growth dynamics is premised to this end. Identification of a structural defect in the most recent inspection data set triggers an exhaustive search into the images collected during the previous inspections looking for correspondences based on spatial proximity. This is followed by a view synthesis from multiple candidate images resulting in a single reconstruction for each inspection round. Cracks on concrete surface are used as a case study to demonstrate the feasibility of this approach. Once the chronology is established, the damage severity is quantified at various levels of time scale documenting its progression through time. The proposed scheme enables the prediction of damage severity at a future point in time providing a scope for preemptive measures against imminent structural failure. On the whole, it is believed that the present study will immensely benefit the structural inspectors by introducing the time dimension into the autonomous condition assessment pipeline.

Some articulatory reflexes observed in intervocalic consonantal sequences: Evidence from Korean place assimilation

  • Son, Minjung
    • Phonetics and Speech Sciences
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    • v.12 no.2
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    • pp.17-27
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    • 2020
  • This paper examines kinematic characteristics of /pk/ clusters, as compared to /kk/ and /pp/ with varying vowel contexts and speech rate. The results of EMMA data from eight Seoul-Korean speakers indicate as follows. Firstly, comparing /pk/ to /pp/ sequences, lips closing movement was faster and spatially greater in the /a/-to-/a/ context while temporally longer in the /i/-to-/i/ context. It was smaller in spatial displacement and shorter in temporal duration in /pk/ sequences. Peak velocity did not vary. Secondly, comparing /pk/ with /pp/ and /kk/ controls, lip aperture was less constricted in the /a/-to-/a/ context than /i/-to-/i/, but the maximum contact between the upper and lower lips was invariant across different vocalic contexts within /pk/ sequences (/apka/=/ipki/). Categorical reduction of C1 in /pk/ sequences fell in with the low-vowel and fast-rate conditions with across-/within-speaker variability. Gradient reduction of C1 was observed in all C1C2 types, being more frequent in fast rate. Lastly, the jaw articulator was a stable indicator of rate effects. The implication of the current study is that gestural reduction occurs with categorical reduction and general spatiotemporal weakening in the assimilating contexts, while quantitative properties of gestures may be a reason for gradient reduction, not necessarily confined to place assimilation.

AKAPDB: A-Kinase Anchoring Proteins Database

  • Kim, In-Sil;Lim, Kyung-Joon;Han, Bok-Ghee;Chung, Myung-Guen;Kim, Kyu-Won
    • Genomics & Informatics
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    • v.8 no.2
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    • pp.90-93
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    • 2010
  • A-kinase-anchoring proteins (AKAPs) are scaffold proteins which compartmentalize protein kinase A (PKA, cAMP-dependent protein kinase) and other enzymes to specific subcellular sites. The spatiotemporal control of these enzymes by AKAPs is important for cellular function like cell growth and development etc. Hence, it is important to understand the basic function of AKAPs and their functional domains. However, diverse names, function, cellular localizations and many members of AKAPs increase difficulties when researchers search appropriate AKAPs for their experimental purpose. Nevertheless, there was no previous AKAPs-related database regardless of their important cellular functions and difficulty of finding appropriate AKAPs. So, we developed AKAPs database (AKAPDB), which contains their sequence information, functions and other information derived from prediction programs and other databases. Therefore, we propose that AKAPDB can be an important tool to researchers in the related fields. AKAPDB is available via the internet at http://plaza3.snu.ac.kr/akapdb/.

Spatial Focalization of Zen-Meditation Brain Based on EEG

  • Liu, Chuan-Yi;Lo, Pei-Chen
    • Journal of Biomedical Engineering Research
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    • v.29 no.1
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    • pp.17-24
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    • 2008
  • The aim of this paper is to report our preliminary results of investigating the spatial focalization of Zen-meditation EEG (electroencephalograph) in alpha band (8-13 Hz). For comparison, the study involved two groups of subjects, practitioners (experimental group) and non-practitioners (control group). To extract EEG alpha rhythm, wavelet analysis was applied to multi-channel EEG signals. Normalized alpha-power vectors were then constructed from spatial distribution of alpha powers, that were classified by Fuzzy C-means based algorithm to explore various brain spatial characteristics during meditation (or, at rest). Optimal number of clusters was determined by correlation coefficients of the membership-value vectors of each cluster center. Our results show that, in the experimental group, the incidence of frontal alpha activity varied in accordance with the meditation stage. The results demonstrated three different spatiotemporal modules consisting with three distinctive meditation stages normally recognized by meditation practitioners. The frontal alpha activity in two groups decreased in different ways. Particularly, monotonic decline was observed in the control group, and the experimental group showed increasing results. The phenomenon might imply various mechanisms employed by meditation and relaxation in modulating parietal alpha.

A Study on Efficient Split Algorithm for Minimum Bounding Box of Moving Object Trajectoty (이동 객체 궤적의 최소경계사각형 영역을 효율적으로 분할하는 알고리즘에 관한 연구)

  • Park, Ju-Hyun;Cho, Woo-Hyun
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.17 no.1
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    • pp.110-116
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    • 2013
  • With the recent development of wireless network technologies, there have been increasing usage of variouse position base servies. Position based services basically collect position information of moving object for the utilization of them in real life. Accordingly, new index structures are required to efficiently retrieve the consecutive positions of moving objects. In the paper, we consider volume of Extended Minimum Bounding Rectangles(EMBR) to be determined by average size of range queries. We proposed the methode that split efficiently moving object with long distance between location, and split moving object for decrease searching space an Estimated-Split algorithm that minimizes the volume of MBRs is designed and simulated. Our experimental evaluation confirms the effectiveness and efficiency of our proposed splitting policy.

Spatiotemporal Behavior of Excited Xenon Atom Density in Accordance with Xenon Mole Fraction to Neon and Helium in Alternating Current Plasma Display Panels by Laser Absorption Spectroscopy

  • Kim, Yong-Hee;Hong, Young-June;Oh, Phil-Yong;Cho, Guang-Sup;Choi, Eun-Ha
    • Proceedings of the Korean Vacuum Society Conference
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    • 2010.02a
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    • pp.415-415
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    • 2010
  • 면방전 구조의 AC-PDP는 페닝 혼합 기체 중에서 Xe 플라스마에서 발생되는 VUV (Vacuum Ultra Violet) 에 의해 들뜬 형광체로부터 가시광이 발생된다. Xe 여기종은 828 nm의 공명준위를 거쳐 147 nm의 진공자외선을 방출하며 823 nm의 준안정준위에서 분자선을 거쳐 173 nm의 진공 자외선을 낸다. 이러한 Xe 여기종의 밀도를 측정하기 위해서는 828 nm와 823 nm의 레이저를 외부에서 인위적으로 조사하여 측정하면 IR (Infrared)의 흡수전과 흡수후의 빛의 세기로 Xe 여기종의 밀도 및 분포를 계산할 수 있다. 본 실험에서는 823 nm에 초점을 두었으며 LAS (Laser Absorption Spectroscopy) 기법을 통하여 He-Ne-Xe(15%, 20 %, 30%) 400Torr의 3종 기체의 Xe 함량에 따른 시공간의 Xe($1s_5$) 여기종 밀도 분포와 방전효율을 관측하였다. 최근 3전극 면방전형 AC-PDP 효율 향상을 위해 3종 기체의 Xe함량비의 방전기체에 대한 연구가 수행되고 있다. 이러한 기초 데이터는 혼합기체 조건에 따른 면방전 구조의 3전극 AC-PDP의 발광 효율을 개선하는 데 유용한 자료로 활용될 것이다.

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Automatic Detection of Degraded Regions in Old Film Archive (오래된 영화에서 손상된 영역 자동검출)

  • Kim, Kyung-Tai;Kim, Byung-Geun;Kim, Eun-Yi
    • Journal of KIISE:Computing Practices and Letters
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    • v.16 no.1
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    • pp.120-124
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    • 2010
  • This paper presents a method that can automatically detect variety of degradations (i.e., scratches and blotches) in old film archive. The proposed method consists of candidate detection and verification. Degradations are first identified by finding the local extreme of a frame in spatiotemporal domains, thereby using edge detector and SROD detector. Then, to remove some false alarms occurred in the first stages, the verification is performed using the texture and shape properties of scratches and blotches. The textural properties of scratches and blotches are learned using neural networks (NNs) and their shapes are represented using morphological filters. The experiments were performed on several old films, then the results demonstrated the effectiveness of the proposed method, where it has a precision of 81% and a recall of 79%.

Segmentation of Touching Pigs using Spatiotemporal Information (시공간 정보를 이용한 근접 돼지 구분)

  • Han, Seoungyup;Lee, Sangjin;Sa, Jaewon;Kim, Heegon;Lee, Sungju;Chung, Yongwha;Park, Daihee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2015.04a
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    • pp.866-869
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    • 2015
  • 감시 카메라 환경에서 돈사 내 개별 돼지들의 행동을 자동으로 관리하는 연구는 효율적인 돈사 관리 측면에서 중요한 이슈로 떠오르고 있다. 그러나 돼지들이 근접해 있을 경우 돼지들을 개별적으로 구분하기 어렵기 때문에 근접한 돼지들을 분리하는 방법이 필요하다. 본 논문에서는 시공간 정보를 이용하여 근접한 돼지를 개별적으로 분리하는 방법을 제안한다. 돈사 내 돼지의 행동 영상 중에서 두 마리의 돼지가 근접한 경우, 돼지가 근접하기 전의 정보와 돼지가 근접한 현재의 정보를 사용하여 새로운 프레임을 생성하고 생성된 프레임에서 돼지의 구분이 명확하지 않은 작은 부분은 영역확장 기법을 이용하여 근접한 돼지를 개별적으로 분리한다. 실험결과, 제안방법을 이용하여 근접한 돼지를 개별적으로 분리할 수 있다는 것을 확인하였다.

Exploration of Feedback Structures Between Surface Moisture and Aeolian Processes with a Modified Sand Slab Model (수정 모래판 모형을 이용한 지표수분 함량과 비사이동의 되먹임 구조 탐색)

  • Rhew, Hosahng
    • Journal of The Geomorphological Association of Korea
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    • v.24 no.3
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    • pp.61-81
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    • 2017
  • Traditional approaches to surface moisture problems in the context of aeolian research have focused on the initiation of sand movement, developing various models for predicting threshold velocity on a wet surface. They have been unsatisfactory, however, in explaining field observations because they have not incorporated spatiotemporal variability of surface moisture, the interactions between transported sand grains and surface, and the role of aeolian transport in controlling surface moisture. As Nield (2011) showed, a simplified numerical model can be used to investigate this issue. This research aims to explore the feedback structures between aeolian transport and surface moisture using a modified sand slab model. Key modifications are the introduction of simultaneous updating scheme for all the slabs and moisture-assigning procedures with and without aeolian transport. The major findings are as follows. Moist surface conditions suppress sand slab movement, leading to the development of smaller-scale topography. Available sands for aeolian transport are determined by the vertical patterns of moisture content with its variations from groundwater to the surface. Sand patches on a wet surface act as a localized source area. Sand movement drives immediate changes in surface moisture rather than time-lag reponses, mostly when moist conditions are dominant.

Spatiotemporal distribution of downscaled hourly precipitation for RCP scenarios over South Korea and its hydrological responses

  • Lee, Taesam;Park, Taewoong;Park, Jaenyoung
    • Proceedings of the Korea Water Resources Association Conference
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    • 2015.05a
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    • pp.247-247
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    • 2015
  • Global Climate Model (GCM) is too coarse to apply at a basin scale. The spatial downcsaling is needed to used to permit the assessment of the hydrological changes of a basin. Furthermore, temporal downscaling is required to obtain hourly precipitation to analyze a small or medium basin because only few or several hours are used to determine the peak flows after it rains. In the current study, the spariotemporal distribution of downscaled hourly precipitation for RCP4.5 and RCP8.5 scenarios over South Korea is presented as well as its implications over hydrologica responses. Mean hourly precipitation significantly increases over the southern part of South Korea, especially during the morning time, and its increase becomes lower at later times of day in the RCP8.5 scenario. However, this increase cannot be propagated to the mainland due to the mountainous areas in the southern part of the country. Furthermore, the hydrological responses employing a distributed rainfall-runoff model show that there is a significant increase in the peak flow for the RCP8.5 scenario with a slight decrease for the RCP4.5 scenario. The current study concludes that the employed temporal downscaling method is suitable for obtaining the hourly precipitation data from daily GCM scenarios. In addition, the rainfall runoff simulation through the downscaled hourly precipitation is useful for investigating variations in the hydrological responses as related to future scenarios.

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