• Title/Summary/Keyword: Early prediction

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A Study of Ironic Features in Full-length Animation of PDI Dreamworks and Pixar - Focusing on and (PDI Dreamworks와 Pixar 애니메이션에 나타난 아이러니적 특성 연구 -<슈렉 포에버>와 <몬스터대학>을 중심으로)

  • Kim, Yun-Jung
    • Cartoon and Animation Studies
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    • s.36
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    • pp.1-17
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    • 2014
  • The purpose of this study was to identify ironic characteristics that appear through ironic reversal in formal aspect and foreshadow structure examined through the progression stage of irony within the narrative structure in contents aspect. This study is intended to research how ironic expressions is embedded in latest full-length animation created by major animation production companies in America, such as PDI Dreamworks and Pixar. As identified in this study, the irony can be defined into two categories. First, Irony appears dramatically in a last scene through the process of prediction and implication after setting up a situation. It delivers laughter as it is mainly used to portray characters or to set up backgrounds for incidents. Secondly, foreshadow that appeared in the early part of animation in relation to irony was revealed with a surprising twist with the cause-and-effect relationship in the middle or end of the play. The irony strengthens dramatic elements and was used to make the story richer. By analyzing two american full-length animation films, various consecutive ironic expressions in narrative, which is the reversal irony in continuous scene or irony used with foreshadow were identified.

A Fast Macroblock Mode Decision Method using PSNR Prediction for H.264/AVC (H.264/AVC에서 PSNR 예측을 이용한 고속 매크로블록 모드 결정 방법)

  • Park, Sung-Jae;Myung, Jin-Su;Sim, Dong-Gyu;Oh, Seoung-Jun
    • Journal of Broadcast Engineering
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    • v.13 no.1
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    • pp.137-151
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    • 2008
  • H.264/AVC is showed high coding efficiency more than previous video coding standard by using new coding tools. Specially, Variable block-based motion estimation and Rate-Distortion Optimization are very important coding tools in H.264/AVC. These coding tools have high coding efficiency, however the encoder complexity greatly increase due to these coding tools. In this paper, we propose early SKIP mode decision and selective inter/intra mode decision to reduce the computational complexity. Simulation results show that the proposed method could reduce encoding time of the overall sequences by 30% on average than JM 10.2 without noticeable degradation of coding efficiency. Besides, the proposed method runs over twice as fast as the previous proposed Fast Coding Mode Selection method (FCMS)[5].

Estimation of Soil Moisture Content in Corn Field Using Microwave Scatterometer Data

  • Kim, Yihyun;Hong, Sukyoung;Lee, Kyoungdo;Na, Sangil;Jung, Gunho
    • Korean Journal of Soil Science and Fertilizer
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    • v.47 no.4
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    • pp.235-241
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    • 2014
  • A ground-based microwave scatterometer has an advantage for monitoring soil moisture content using multi-polarization, multi-frequencies and various incidence angles. In this paper, ground-based multi-frequency (L-, C-, and X-band) polarimetric scatterometer system capable of making observations every 10 min was used to monitor the soil moisture conditions in a corn field over an entire growth cycle. Measurements of volumetric soil moisture were obtained and their relationships to the backscatter observations were examined. Time series of soil moisture content was not corresponding with backscattering coefficient pattern over the whole growth stage, although it increased until early July (Day Of Year, DOY 160). We examined the relationship between the backscattering coefficients from each band and soil moisture content of the field. Backscattering coefficients for all bands were not correlated with soil moisture content when considered over the entire stage ($r{\leq}0.48$). However, L-band Horizontal transmit and Horizontal receive polarization (HH) had a good correlation with soil moisture ($r=0.85^{**}$) when LAI was lower than 2. Prediction equations for soil moisture were developed using the L-HH data. Relation between L-HH and soil moisture shows linear pattern and related with soil moisture content ($R^2=0.77$). Results from this study show that backscattering coefficients of microwave scatterometer appear to be effective to estimate soil moisture content in the field level.

Space Allocation Simulator in Early Urban Design Stage to Reduce Carbon Emissions : Focused on the Prediction of the Travel Distance Using Land Use and Transportation Plan (도시기본계획 단계에서 활용가능한 탄소배출 저감을 위한 공간배치 시뮬레이터 개발 : 토지이용계획도와 교통계획도를 이용한 이동거리 발생량 추정을 중심으로)

  • Lee, Sang-Hyun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.11
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    • pp.5321-5329
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    • 2011
  • Space Layout has been an issue in the facet of reducing the co2 in that the transportation sector has been to represent almost more than 20% of the total energy consumption for decades. Beside the development of the more efficient transportation systems, an efficient space layout makes it possible to reduce the amount of energy consumption in the transportation sector through allocating the sub-spaces in such an arrangement of minimizing the travel distances. In line with this thinking, this research aims at implementing a simulator which can calculate the vehicle-based travel distance upon a certain space layout. Based on the findings that the vehicle-based travels take place between the two functionally related sub-spaces, this research addresses a method of calculating the vehicle-based travel distance by multiplying the traffic volume of each sub-spaces by the travel distance to the other connected sub-spaces.

Leukocyte Segmentation using Saliency Map and Stepwise Region-merging (중요도 맵과 단계적 영역병합을 이용한 백혈구 분할)

  • Gim, Ja-Won;Ko, Byoung-Chul;Nam, Jae-Yeal
    • The KIPS Transactions:PartB
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    • v.17B no.3
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    • pp.239-248
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    • 2010
  • Leukocyte in blood smear image provides significant information to doctors for diagnosis of patient health status. Therefore, it is necessary step to separate leukocyte from blood smear image among various blood cells for early disease prediction. In this paper, we present a saliency map and stepwise region merging based leukocyte segmentation method. Since leukocyte region has salient color and texture, we create a saliency map using these feature map. Saliency map is used for sub-image separation. Then, clustering is performed on each sub-image using mean-shift. After mean-shift is applied, stepwise region-merging is applied to particle clusters to obtain final leukocyte nucleus. The experimental results show that our system can indeed improve segmentation performance compared to previous researches with average accuracy rate of 71%.

Dose-response Relationship between Serum Metabolomics and the Risk of Stroke (혈청 대사체와 뇌졸중 발생위험의 용량반응 분석)

  • Jee, Yon Ho;Jung, Keum Ji;Lim, Youn-Hee;Lee, Yeseung;Park, Youngja;Jee, Sun Ha
    • Journal of health informatics and statistics
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    • v.41 no.3
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    • pp.318-323
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    • 2016
  • Objectives: Except the known risk factors for stroke, few studies have identified novel metabolic markers that could effectively detect stroke at an early stage. In this study, we explored the dose-response relationship between serum metabolites and the incidence of stroke. Methods: We studied 213 adults in the Korean Cancer Prevention Study-II (KCPS-II) biobank and estimated dose-response relationship between serum metabolites and stroke (42 cases and 171 controls). Three serum metabolites (Acetylcholine, HexadecylAcetylGlycerol, and 1-acetyl-2-formyl-sn-glycero-3-phosphocholine) were used in this study. The analysis included (1) exploratory nonlinear analysis, (2) estimation of flexion points and slopes at below and above the points. In the model to estimate risk of incidence of stroke, we controlled for conventional risk factors such as age, sex, systolic blood pressure, type 2 diabetes, triglyceride, and smoking status. Results: The relationship between incidence of stroke and log-transformed 1-acetyl-2-formyl-sn-glycero-3-phosphocholine was non-linear with flexion point around intensity score of 8.8, whereas other metabolites, log-transformed Acetylcholine and HexadecylAcetylGlycerol, showed negative linear patterns. Conclusions: The study suggests that metabolic markers are associated with incidence of stroke, particularly, at or above the flexion point. The study result may contribute to developing a novel system for precise stroke prediction.

A study on early operation in pumping station of flood stage prediction using neural network (신경망을 이용한 수위예측에 따른 빗물펌프장 조기가동)

  • Song, Yang Ho;Park, Moo Jong;Lee, Jung Ho
    • Proceedings of the Korea Water Resources Association Conference
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    • 2015.05a
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    • pp.630-630
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    • 2015
  • 기존의 내배수시설에 대한 모의 및 시스템 운영과 관련하여 기존의 연구들은 강우의 설계빈도 및 제한적 호우 시나리오에 국한된 침수의 모의 및 대응에 기반을 하고 있다. 이러한 연구들의 경우 해석에 따른 모의결과에 기반하고 있기 때문에 도시지역에 실시간으로 발생하는 수문현상을 적절하게 반영하지 못하고 있으며, 이에 따른 내배수시설의 효율적 운영 및 침수발생 지점의 예측에 대한 불확실성이 크다고 볼 수 있다. 본 연구에서는 도시하천에서의 외수위 변화 예측에 따른 단기간 내 펌프 조기가동의 효과를 검토에 따른 향후 내수침수 위험성을 감소시키고자 한다. 인공신경망을 이용하여 보다 정확한 단기간 내 외수위 변동성에 대한 분석을 실시하였으며, 상하류 관측수위 기반 펌프 조기가동에 대한 운영 알고리즘을 개선하고자 한다. 이를 위해 최근 몇 년간의 하천의 홍수사상들 중 교차상관계수($R^2$) 값이 비교적 높은 다수의 수문 관측 사상들을 수집 및 적용이 필요하다고 판단되었으며 도림천 유역 내에 위치한 펌프장들에 대한 외수위 관측자료들을 수집하여 연구에 적용하였다. 인공신경망 구성을 위해 입력값으로는 상류지점의 관측 수위지점 자료를 지정하여 입력을 실시하였으며, 출력값으로는 하류단 수위지점 자료를 지정하여 수위 예측을 실시하였다. 다만 수위예측의 경우에 있어 수위를 가장 잘 대변할 수 있는 수위관측소를 선정하는 것이 매우 중요하다고 판단되었으며, 해당 연구에서는 주요 빗물펌프장들의 외수위 자료를 대표 적용하였다. 선정된 지점과 하류의 수위예측지점을 연계하여 운영할 경우 효율적인 수위 예측이 가능하기 때문이다. 결과적으로 수위관측소 지점이 빗물펌프장임을 감안하여 상류단 빗물펌프장의 유역특성이 반영된 유출특성 및 토출특성으로 인하여 하류의 수위 변동에 영향을 미치며 이는 펌프장의 방류수문 개폐시기 및 조기가동의 시점을 선정하는데 있어 밀접한 연관이 있다고 판단된다.

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Experimental study on creep and shrinkage of high-performance ultra lightweight cement composite of 60MPa

  • Chia, Kok-Seng;Liu, Xuemei;Liew, Jat-Yuen Richard;Zhang, Min-Hong
    • Structural Engineering and Mechanics
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    • v.50 no.5
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    • pp.635-652
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    • 2014
  • Creep and shrinkage behaviour of an ultra lightweight cement composite (ULCC) up to 450 days was evaluated in comparison with those of a normal weight aggregate concrete (NWAC) and a lightweight aggregate concrete (LWAC) with similar 28-day compressive strength. The ULCC is characterized by low density < 1500 $kg/m^3$ and high compressive strength about 60 MPa. Autogenous shrinkage increased rapidly in the ULCC at early-age and almost 95% occurred prior to the start of creep test at 28 days. Hence, majority of shrinkage of the ULCC during creep test was drying shrinkage. Total shrinkage of the ULCC during the 450-day creep test was the lowest compared to the NWAC and LWAC. However, corresponding total creep in the ULCC was the highest with high proportion attributed to basic creep (${\geq}$ ~90%) and limited drying creep. The high creep of the ULCC is likely due to its low elastic modulus. Specific creep of the ULCC was similar to that of the NWAC, but more than 80% higher than the LWAC. Creep coefficient of the ULCC was about 47% lower than that of the NWAC but about 18% higher than that of the LWAC. Among five creep models evaluated which tend to over-estimate the creep coefficient of the ULCC, EC2 model gives acceptable prediction within +25% deviations. The EC2 model may be used as a first approximate for the creep of ULCC in the designs of steel-concrete composites or sandwich structures in the absence of other relevant creep data.

Cow Residual Feed Intake(RFI) monitoring and metabolic abnormality prediction system using wearable device for Milk cow and Beef

  • Chang, Jin-Wook;Kwak, Ho-Young
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.10
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    • pp.139-145
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    • 2021
  • In this paper, by using the cattle feed intake, rumination, and in heat monitoring technology, RFI (Residual Feed Intake) monitoring and wearable devices and PCs for predicting abnormalities in budding target web and smart A monitoring system using a phone application was designed and implemented. With the development of this system, the farmer is expected to increase economic efficiency. By analyzing the feed intake, it is possible to identify the difference between the recommended feed amount based on the cow's weight and the feed amount consumed by the cow, and it is expected that early detection of metabolic disorders (abnormality of metabolism) is possible. Farmers using the results of this thesis can distinguish the cows with the most efficient performance, and the 6-axis motion sensor signals input from the wearable device attached to the cow's skin (neck) and the microphone attached to the wearable device. It is possible to measure the cow's rumination and feed intake through the sound of the cow's throat. In the future, improvements will be made to measure additional vital signs such as heart rate and respiration.

Relationship between Progressive Changes in Lamina Cribrosa Depth and Deterioration of Visual Field Loss in Glaucomatous Eyes

  • Kim, You Na;Shin, Joong Won;Sung, Kyung Rim
    • Korean Journal of Ophthalmology
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    • v.32 no.6
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    • pp.470-477
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    • 2018
  • Purpose: To investigate the relationship between the progression of visual field (VF) loss and changes in lamina cribrosa depth (LCD) as determined by spectral-domain optical coherence tomography (SD-OCT) enhanced depth imaging in patients with primary open angle glaucoma (POAG). Methods: Data from 60 POAG patients (mean follow-up, $3.5{\pm}0.7$ years) were included in this retrospective study. The LCD was measured in the optic disc image using SD-OCT enhanced depth imaging scanning at each visit. Change in the LCD was considered to either 'increase' or 'decrease' when the differences between baseline and the latest two consecutive follow-up visits were greater than the corresponding reproducibility coefficient value ($23.08{\mu}m$, as determined in a preliminary reproducibility study). All participants were divided into three groups: increased LCD (ILCD), decreased LCD (DLCD), and no LCD change (NLCD). The Early Manifest Glaucoma Trial criteria were used to define VF deterioration. Kaplan-Meier survival analysis and Cox's proportional hazard models were performed to explore the relationship between VF progression and LCD change. Results: Of the 60 eyes examined, 35.0% (21 eyes), 28.3% (17 eyes), and 36.7% (22 eyes) were classified as the ILCD, DLCD, and NLCD groups, respectively. Kaplan-Meier survival analysis showed a greater cumulative probability of VF progression in the ILCD group than in the NLCD (p < 0.001) or DLCD groups (p = 0.018). Increased LCD was identified as the only risk factor for VF progression in the Cox proportional hazard models (hazard ratio, 1.008; 95% confidence interval, 1.000 to 1.015; p = 0.047). Conclusions: Increased LCD was associated with a greater possibility of VF progression. The quantitative measurement of LCD changes, determined by SD-OCT, is a potential biomarker for the prediction of VF deterioration in patients with POAG.