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Automated Construction Progress Management Using Computer Vision-based CNN Model and BIM (이미지 기반 기계 학습과 BIM을 활용한 자동화된 시공 진도 관리 - 합성곱 신경망 모델(CNN)과 실내측위기술, 4D BIM을 기반으로 -)

  • Rho, Juhee;Park, Moonseo;Lee, Hyun-Soo
    • Korean Journal of Construction Engineering and Management
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    • v.21 no.5
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    • pp.11-19
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    • 2020
  • A daily progress monitoring and further schedule management of a construction project have a significant impact on the construction manager's decision making in schedule change and controlling field operation. However, a current site monitoring method highly relies on the manually recorded daily-log book by the person in charge of the work. For this reason, it is difficult to take a detached view and sometimes human error such as omission of contents may occur. In order to resolve these problems, previous researches have developed automated site monitoring method with the object recognition-based visualization or BIM data creation. Despite of the research results along with the related technology development, there are limitations in application targeting the practical construction projects due to the constraints in the experimental methods that assume the fixed equipment at a specific location. To overcome these limitations, some smart devices carried by the field workers can be employed as a medium for data creation. Specifically, the extracted information from the site picture by object recognition technology of CNN model, and positional information by GIPS are applied to update 4D BIM data. A standard CNN model is developed and BIM data modification experiments are conducted with the collected data to validate the research suggestion. Based on the experimental results, it is confirmed that the methods and performance are applicable to the construction site management and further it is expected to contribute speedy and precise data creation with the application of automated progress monitoring methods.

Posttraumatic growth in patients with cancer (암환자의 외상후성장에 영향을 미치는 요인에 관한 연구)

  • Han, In Young;Lee, In Jeong
    • Korean Journal of Social Welfare Studies
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    • v.42 no.2
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    • pp.419-441
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    • 2011
  • Cancer is a disease that threatens the individual's life. This is why the cancer patient goes through psychosocial pain in the form of a trauma. Thus, the previous researches have only focused on the cancer patient's psychosocial distress. However, the cancer patients who have grown more mature and brought upon positive changes in their lives have been clinically observed. Because of this, researches regarding the ways that social welfare can intervene in order to examine the cancer patients' positive changes and growth which breaks away from the previous pathological point of view of the cancer patients are being actively conducted in other countries. But it turns out that there aren't enough basic researches related to this topic and thereby the need to lay out the basis for social welfare intervention. Therefore, this research examines positive changes and growth that may result from the traumatic experience of having a cancer. The predictable factors regarding this are analyzed in order to provide the basic information that may promote clinical intervention for cancer patient's posttraumatic growth. For this, the information from 206 cancer patients who have agreed to participate in the research have been used to predict and evaluate the predictable factors for the cancer patient's post-traumatic growth and hierarchy multiple regression haven been analyzed. As the result of the research, main factor of the post-traumatic growth is found to be social support and coping. The positive reconstruction of coping has been discovered to be the strongest predictable factor for cancer patient's posttraumatic growth. Based on this result, the advice for further research and implications for social welfare have been given.

Digital Map Updates with UAV Photogrammetric Methods (무인항공사진측량 방법에 의한 수치지도 갱신)

  • Lim, Soo Bong;Seo, Choon Wook;Yun, Hee Cheon
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.33 no.5
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    • pp.397-405
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    • 2015
  • Currently, Korea's digital maps are being produced through traditional aerial photogrammetry methods. Aerial photogrammetry is the most economical way to produce a map of a wide area. However, timely survey is not allowed depends on weather condition and it is inefficient for small area surveying in economic point of view. Therefore, it costs too much and needs long time to produce a map for various small areas where are terrestrial changes for updating the map. In contrast, UAV photogrammetry is possible to work even in cloudy weather because of shooting at low altitude below the clouds. It also has excellent mobility and shoot quickly and well suited for small-scale mapping in several places by low cost. In this study, we produced an ortho-photo and digital map with the UAV photogrammetry method using SIFT and SfM algorithm and verified its accuracy to evaluate the applicability for future digital map updates. The accuracy was verified by comparing the results of the ground survey for check points selected on the digital map. Test results show small errors at ±2.6cm in X coordinates, ±2.8cm in Y coordinates and ±5.8cm in height and we could find a possibility that UAV photogrammetry would be fully applicable for digital map updating.

The Concept and Role of Truth as Inflationary Property (실체적 속성으로서의 진리의 개념과 역할)

  • Kim, Dong-Hyun
    • Korean Journal of Logic
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    • v.15 no.1
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    • pp.53-85
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    • 2012
  • There are various views in the boundary of deflationism of truth in regarding the nature and role of truth. This paper surveys the issue on how the core thesis uniting the deflationism is characterized. First, I will examine some comments on what is the central thesis supported or rejected by the deflationists and inflationists, mainly discussing Armour-Garb and Beall's work, and will show on which aspects they are unsatisfying. From this, I will suggest these statements: first, the central cores of deflationism are conceptual fundamentality and explanatory exhausting. Second, the particularity thesis, understood in an alternative way, cannot be a central claim of deflationism. Third, another important claim from deflationists, the expression thesis, can be derived from the two main thesis above. But it is still not clear enough what the non-expressive explanatory role of truth, which is denied by the expression thesis. So I will check some possible clarifications on it and discuss why they should be rejected. And I will introduce Dummett's view on the role of truth condition in truth conditional explanation of meaning, and I will claim that if Dummett is right why the role must be a inflated one. Finally, I will suggest a further implication that the understanding on the both sides can be widened by connecting considerations on both views.

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Gaze Detection by Computing Facial and Eye Movement (얼굴 및 눈동자 움직임에 의한 시선 위치 추적)

  • 박강령
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.41 no.2
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    • pp.79-88
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    • 2004
  • Gaze detection is to locate the position on a monitor screen where a user is looking by computer vision. Gaze detection systems have numerous fields of application. They are applicable to the man-machine interface for helping the handicapped to use computers and the view control in three dimensional simulation programs. In our work, we implement it with a computer vision system setting a IR-LED based single camera. To detect the gaze position, we locate facial features, which is effectively performed with IR-LED based camera and SVM(Support Vector Machine). When a user gazes at a position of monitor, we can compute the 3D positions of those features based on 3D rotation and translation estimation and affine transform. Finally, the gaze position by the facial movements is computed from the normal vector of the plane determined by those computed 3D positions of features. In addition, we use a trained neural network to detect the gaze position by eye's movement. As experimental results, we can obtain the facial and eye gaze position on a monitor and the gaze position accuracy between the computed positions and the real ones is about 4.8 cm of RMS error.

Merleau-Ponty's Critical Examination on the Modern View of History (메를로-퐁티의 근대적 역사관 비판)

  • Ryu, Eui-geun
    • Journal of Korean Philosophical Society
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    • v.142
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    • pp.75-97
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    • 2017
  • This study purpose is to discuss critically the conception of history in Hegel and Marx by drawing on Merleau-Ponty's existential theory of history, finishing with concluding remarks. Merleau-Ponty insists that history is always history experienced. This thesis is his own principle in investigating human history. From this perspective, he begins to flesh out problems with history which Hegel and Marx had understood idealistically and materialistically respectively. He criticised that if Hegel grasps history in terms of teleology, he failed to explain the source and origin of historical meaning from which history makes sense. He failed to think that what gives history meaning comes from embodied consciousness. This means that history is not made of dialectical thinking. The thing is different from such an imaginative construal. History as it stands is not like that. It is not running around like Hegelian dialectical thinking. Marx understood historical behavior wrongly when he explained class struggle in terms of productive relations. He disregarded how class was sedimented or embodied in the minds of proletarians. Owing to this, Marx could not suppose that class consciousness is determined not causally or externally but by incarnated experience. It is affected in so far as it is affected by somebody, that is, the worker. At that moment only Class consciousness begins to work. Marx did not catch sight of this hidden fact.

The Taoist Approach to 'Place' and 'Experience' as Seen by Anthropogeographers: Focusing on Jeff Malpas and Lao-Zhuang Thought (인문지리학자의 '장소'와 '경험'에 대한도가적 접근 - 제프 말파스와 노장사상을 중심으로 -)

  • Kim, Dug-sam
    • Journal of the Daesoon Academy of Sciences
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    • v.33
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    • pp.351-379
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    • 2019
  • In this paper, the approach to 'Place' and 'Experience' typically adopted by anthropogeographers will be reconsidered in light of the Taoist perspective to these phenomena. In order to develop the discussion more specifically, this exploration will be based on Jeff Malpas's philosophical theories rather than geography, and the Lao-Zhuang (Laozi and Zhuangzi) perspective will also come into pace as place and experience are examined. In this paper, I have divided place and space on the basis of their dictionary meanings and have reconsidered each via Malpas and Lao-Zhuang views. I then discuss place in terms of 'Place' and 'Place experience.' Experience is what Malpas emphasizes as having Place in regards to place. Through this, I check the placing of place and examined the characteristics of place, while comparing the views mentioned in Lao-Zhuang with those of Malpas and considered their meanings. In this study, I look at why a place should be a place, what experience in a place means, and what view and position Lao-Zhuang Thought has on this matters. Place is a meaningful subject for both the East and the West. Based on this work, I hope that Asian place theory can emerge anew.

Management of Construction Fields Information Using Low Altitude Close-range Aerial Images (저고도 근접 항공영상을 이용한 현장정보관리)

  • Cho, Young Sun;Lim, No Yeol;Joung, Woo Su;Jung, Sung Heuk;Choi, Seok Keun
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.32 no.5
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    • pp.551-560
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    • 2014
  • Compare to other industrial sites, the civil construction work not only takes longer time but also has made of complicated processes, such as the integrated management, process control, and quality control until the completion. However, it is hard to take control the construction sites, since numerous issues are always emerged. The study purposes on providing the dataset to synthetically manage and monitor the civil construction site, main design, drawings, process, construction cost, and others at real-time by using the low altitude close-range aerial images, based on UAV, and the GPS surveying method for treating the three-dimensional spatial information quickly and accurately. As a result, we could provide the latest information for the quick decision-making following from planning to completion of the construction, and objective site evaluation by the high-resolution three-dimensional spatial information and drawings. Also, the present map, longitudinal map, and cross sectional view are developed to provide various datasets rapidly, such as earthwork volume table, specifications, and transition of ground level.

CASH FLOW FORECASTING IN CONSTRUCTION PROJECT (건설공사에서의 현금흐름 예측)

  • Park Hyung-Keun
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • autumn
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    • pp.35-41
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    • 2002
  • This research introduces the development of a project-level cash flow forecasting model in construction stage based on the planned earned value and the cost from a general contractors view on a jobsite. Most previous models have been developed to assist contractors in their pre-tendering or planning stage cash flow forecasts. The critical key to cash flow forecasting at the project level is how to build a cash-out model. The basic concept is to use moving weights of cost categories in a budget over project duration. The cost categories are classified to compile resources with almost the same time lags that are based on contracting payment conditions and credit times given by suppliers or venders. For cash-in, net planned monthly-earned values are simply transferred to the cash-in forecast, to be applied there with billing time and retention money. Validation of the model involves applying data from on-going 4 projects in progress for 12 months. Based on the results of the comparative analyses through the simulation of the proposed model and the existing models, the proposed model is more accurate, flexible and simpler than traditional models to the employee of construction jobsite who is not oriented financial knowledge.

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Minimum Burning Pressure of Emulsion Explosives (에멀젼폭약의 최소연소압력에 관한 연구)

  • 이승찬;고재순;이영호
    • Explosives and Blasting
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    • v.22 no.3
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    • pp.79-84
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    • 2004
  • It is well accepted that modem emulsion explosives are intrinsically much less sensitive than traditional products such as dynamites or black powder. However, they have still been involved in a significant number of accidental explosions. In October 1975, Canadian Research, Limited's, Energetic Research Laboratory in Quebec exploded. Although explanations for the incident varied, one logical explanation was that the pump used in transporting the emulsion dead headed, thereby turning mechanical work in to frictional heating under a zero flow rate. There is a minimum pressure required for combustion(MBP) to propagate in emulsion explosives. A stable deflagration may lead to a deflagration-to-detonation transition(DDT) in emulsion explosives. Tests were also performed on sensitized sampled consisting of 6 to 21% waters as well as 1 to 11% aluminium powder. It was founded the emulsion explosives consisting of 6% waters had the lowest minimum homing pressure(MBP) of 3 bar, and the 21% waters were unable to achieve sustained homing at pressures as high as 100 bar. The aluminium contained explosives tested here displayed a MBP higher than that of without emulsion. It appears that this test may offer a firm ground for the classification of emulsion explosives in view of the regulating the hazards associated with the various process used for their manufacturing and transport.