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Fast Very Deep Convolutional Neural Network with Deconvolution for Super-Resolution (Super-Resolution을 위한 Deconvolution 적용 고속 컨볼루션 뉴럴 네트워크)

  • Lee, Donghyeon;Lee, Ho Seong;Lee, Kyujoong;Lee, Hyuk-Jae
    • Journal of Korea Multimedia Society
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    • v.20 no.11
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    • pp.1750-1758
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    • 2017
  • In super-resolution, various methods with Convolutional Neural Network(CNN) have recently been proposed. CNN based methods provide much higher image quality than conventional methods. Especially, VDSR outperforms other CNN based methods in terms of image quality. However, it requires a high computational complexity which prevents real-time processing. In this paper, the method to apply a deconvolution layer to VDSR is proposed to reduce computational complexity. Compared to original VDSR, the proposed method achieves the 4.46 times speed-up and its degradation in image quality is less than -0.1 dB which is negligible.

Social Isolation Selectively Increases Anxiety in Mice without Affecting Depression-like Behavior

  • Kwak, Chul-Jung;Lee, Sue-Hyun;Kaang, Bong-Kiun
    • The Korean Journal of Physiology and Pharmacology
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    • v.13 no.5
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    • pp.357-360
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    • 2009
  • It is hypothesized that a number of environmental factors affect animals' behavior. Without controlling these variables, it is very hard for researchers to get not only reliable, but replicable data from various behavioral experiments testing animals' cognitive as well as emotional functions. For example, laboratory mice which had restricted environment showed different synaptic potentiation properties with wild mice (Zhao MG et al., 2009). While performing behavioral experiments, however, it is sometimes inevitable that the researcher changes the animals' environments, as by switching the cages in which experimental animals are housed and separating animals raised together into small experimental groups. In this study, we investigated the effect of environmental changes on mice's emotional behaviors by socially isolating them or reducing the size of their cage. We found that social isolation selectively increases the animals' levels of anxiety, while leaving depression-like behaviors unchanged. On the other hand, alteration of the housing dimensions affected neither their anxiety levels nor their depression-like behaviors. These results suggest that environmental variables may have a prominent impact on experimental animals' emotional behaviors and possibly their psychological states, leading to bias in the behavioral data produced from experiments.

Surface Strain Effects on the Adsorption of Au Adatoms on MgO(001) Surfaces with Surface O Vacancies

  • Jeon, Junjin;Park, Jinwoo;Yu, Byung Deok
    • Journal of the Korean Physical Society
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    • v.73 no.9
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    • pp.1324-1328
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    • 2018
  • By employing ab-initio total-energy and electronic-structure calculations based on the density-functional theory, we studied the effects of surface strain ${\varepsilon}_s$ on the adsorption properties of a Au adatom on defective MgO(001) surfaces with surface oxygen vacancies ($F_s$ centers). The formation energy of the $F_s$ center on MgO(001) varied very slightly in the region of ${\varepsilon}_s$ from -6% to -4% and monotonically decreased with the increase in ${\varepsilon}_s$, from -4% to +6%. As ${\varepsilon}_s$ increased, the adsorption energy ($E^{Fs}_{ads}$) of Au on the $F_s$ center of strained MgO(001) monotonically decreased and, in particular, showed a much larger decrease in $E^{Fs}_{ads}$ for a tensile surface strain of ${\varepsilon}_s$ > +4%. The surface strain dependence on the physical properties, such as the charge states, the spatial charge rearrangement, for Au on the $F_s$ center of strained MgO(001) surfaces was also analyzed. These results provide important physical information on the effects of surface strain on the adsorption of Au on MgO(001) surfaces with $F_s$ centers.

Large Scale Structures at z~1 in SA22 Field and Environmental Dependence of Galaxy Properties

  • Hyun, Minhee;Im, Myungshin;Kim, Jae-Woo;Lee, Seong-Kook;Paek, Insu
    • The Bulletin of The Korean Astronomical Society
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    • v.46 no.2
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    • pp.68.1-68.1
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    • 2021
  • We study galaxy evolution with the large-scale environment with confirmed galaxy clusters from multi-object spectroscopy (MOS) observation. The observation was performed with Inamori Magellan Areal Camera and Spectrograph (IMACS) mounted on the 6.5 m Magellan/Baade telescope in Las Campanas Observatory. With the MOS observation, we spectroscopically confirm 34 galaxy clusters, including three galaxy clusters discovered in Kim et al. (2016) and 11 of them have halo mass of > 1014.5 M. Among the confirmed clusters, 12 galaxy clusters are part of large-scale structure at z ~ 0.9, and their size stretches to 40 Mpc co-moving scale. In this study, we checked the 'web feeding model,' which postulates that more linked (with their environment) galaxy clusters have less quenched populations by investigating the correlation between properties of confirmed galaxy clusters and the large-scale structure environment. Lastly, we found that galaxy clusters that make up the large-scale structure have larger and widely spread values of total star formation density (ΣSFR/Mhalo) than typical clusters at similar redshifts.

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Interobserver variation in target volume for salvage radiotherapy in recurrent prostate cancer patients after radical prostatectomy using CT versus combined CT and MRI: a multicenter study (KROG 13-11)

  • Lee, Eonju;Park, Won;Ahn, Sung Hwan;Cho, Jae Ho;Kim, Jin Hee;Cho, Kwan Ho;Choi, Young Min;Kim, Jae-Sung;Kim, Jin Ho;Jang, Hong-Seok;Kim, Young-Seok;Nam, Taek-Keun
    • Radiation Oncology Journal
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    • v.36 no.1
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    • pp.11-16
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    • 2018
  • Purpose: To investigate interobserver variation in target volume delineations for prostate cancer salvage radiotherapy using planning computed tomography (CT) versus combined planning CT and magnetic resonance imaging (MRI). Materials and Methods: Ten radiation oncologists independently delineated a target volume on the planning CT scans of five cases with different pathological status after radical prostatectomy. Two weeks later, this was repeated with the addition of planning MRI. The volumes obtained with CT only and combined CT and MRI were compared, and the effect of the addition of planning MRI on interobserver variability was assessed. Results: There were large differences in clinical target volume (CTV) delineated by each observer, regardless of the addition of planning MRI ($9.44-139.27cm^3$ in CT only and $7.77-122.83cm^3$ in CT plus MRI) and no significant differences in the mean and standard deviation of CTV. However, there were decreases in mean volume and standard deviation as a result of using the planning MRI. Conclusion: This study showed substantial interobserver variation in target volume delineation for salvage radiotherapy. The combination of planning MRI with CT tended to decrease the target volume and the variation.

The Unique Relationship between Neuro-Critical Care and Critical Illness-Related Corticosteroid Insufficiency : Implications for Neurosurgeons in Neuro-Critical Care

  • Yoon Hee Choo;Moinay Kim;Jae Hyun Kim;Hanwool Jeon;Hee-Won Jung;Eun Jin Ha;Jiwoong Oh;Youngbo Shim;Seung Bin Kim;Han-Gil Jung;So Hee Park;Jung Ook Kim;Junhyung Kim;Hyeseon Kim;Seungjoo Lee
    • Journal of Korean Neurosurgical Society
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    • v.66 no.6
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    • pp.618-631
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    • 2023
  • The brain houses vital hormonal regulatory structures such as the hypothalamus and pituitary gland, which may confer unique susceptibilities to critical illness-related corticosteroid insufficiency (CIRCI) in patients with neurological disorders. In addition, the frequent use of steroids for therapeutic purposes in various neurological conditions may lead to the development of steroid insufficiency. This abstract aims to highlight the significance of understanding these relationships in the context of patient care and management for physicians. Neurological disorders may predispose patients to CIRCI due to the role of the brain in hormonal regulation. Early recognition of CIRCI in the context of neurological diseases is essential to ensure prompt and appropriate intervention. Moreover, the frequent use of steroids for treating neurological conditions can contribute to the development of steroid insufficiency, further complicating the clinical picture. Physicians must be aware of these unique interactions and be prepared to evaluate and manage patients with CIRCI and steroid insufficiency in the context of neurological disorders. This includes timely diagnosis, appropriate steroid administration, and careful monitoring for potential adverse effects. A comprehensive understanding of the interplay between neurological disease, CIRCI, and steroid insufficiency is critical for optimizing patient care and outcomes in this complex patient population.

Relationship between Sun-induced Chlorophyll Fluorescence and Gross Primary Production at Diurnal and Seasonal Scales, a Case Study in A Rice Paddy (벼논에서 관측된 태양유도 엽록소 형광물질과 총1차생산량의 일간 그리고 계절에 따른 관계에 대하여)

  • Yang, Kaige;Ryu, Youngryel;Kimm, Hyungsuk;Dechant, Benjamin;Jiang, Chongya;Hwang, Yorum;Kim, Jongmin;Kang, Minseok;Kim, Joon
    • Proceedings of The Korean Society of Agricultural and Forest Meteorology Conference
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    • 2017.11a
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    • pp.86-87
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    • 2017
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Fast Response and Versatility in Digitally Controlled Rolling Mill DC Drives (고성능, 다기능의 Rolling Mill DC전동기 제어 시스템 개발)

  • Kim, K.H.;Cho, W.J.;Park, I.Y.;Song, S.H.;Park, K.W.;Choi, C.H.;Sul, S.K.;Ji, J.K.
    • Proceedings of the KIEE Conference
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    • 1994.07a
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    • pp.595-602
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    • 1994
  • PERISTOR-3000 loaded with 32 bit DSP(Digital Signal Processor) is a technically advanced versatile dc motor controller in applications with very high requirements for rapid response, control accuracy and reliability. The current controller of PERISTOR-3000 is of the predictive type and gives fast control with both discontinuous and continuous current compared to the conventional PI current control. The speed controller gain is compensated to improve response behavior. PERISTOR-3000 communicates with its host computer, POSTAR-3200, or any IBM or compatible PC and can be controlled. Dedicated monitoring system for MMI is introduced.

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Stimulatory Effect of Staphylococcal Protein A on Inflammatory Response in Human HaCaT Keratinocytes (사람의 피부상피세포에서 황색포도상구균의 독소인자인 Staphylococcal Protein A의 염증반응 촉진효과)

  • Kwon, Hyun-Jin;Kim, Yeon-Jung;Jang, Sung-Hee;Bae, Bo-Kyoung;Youn, Hwa-Young;Lee, Hee-Woo
    • Korean Journal of Microbiology
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    • v.47 no.4
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    • pp.348-355
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    • 2011
  • Staphylococcus aureus is a major human pathogen that is associated with various types of local and systemic infection. Staphylococcal protin A (SPA), a highly expressed surface component of S. aureus, may have a role in virulence such as activating inflammation and interfering with immune clearance. We examined the effect of recombinant SPA on inflammatory response in human HaCaT keratinocytes. The recombinant SPA protein was prepared using the pET-28a Vector System in Escherichia coli. The expression of pro-inflammatory related adhesion molecules and cytokines in HaCaT cells incubated for 6, 12, and 24 h with SPA (2 ${\mu}g$/ml) was analyzed by comparative RT-PCR or ELISA. The expression of E-selectin, ICAM-1, MCP-1, IL-6 and IL-8 was significantly increased in HaCaT from 6 to 24 h after treatment with SPA. SPA showed the effect on the adhesion-promoting ability of U937 monocytes to HaCaT cells. Our data demonstrate that SPA stimulates inflammatory response of HaCaT cells, implicating an important factor for exacerbation of skin inflammation of immunologic disease.

Ethosome Formulation for Enhanced Transdermal Delivery of Artemisia princeps Pampanini Extracts (사자발쑥 추출물의 피부 흡수 증진을 위한 에토좀 제형에 관한 연구)

  • Yang, Hyun Gab;Kim, Hye Jin;Kim, Hae Soo;Park, Soo Nam
    • Applied Chemistry for Engineering
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    • v.24 no.2
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    • pp.190-195
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    • 2013
  • In our previous studies, the antioxidant, anti-aging, and antibacterial activities of Artemisia princeps Pampnini (A. princeps Pamp.) extract were reported. In this study, ethosome formulations for the enhanced transdermal delivery of A. princeps Pamp. extract were prepared. The particle size, loading efficiency and skin permeation of them were evaluated. The ethosome loaded with 0.06% ethyl acetate fraction of A. princeps Pamp. extract was more stable and maintained the constant particle size for 3 weeks after being prepared. The particle size of ethosome containing 0.06% ethyl acetate fraction was $287.05{\pm}0.25nm$ and the loading efficiency was $51.96{\pm}0.01%$. The ethosome formulation exhibited the greater enhancement of skin permeation than of general liposome and 20% ethanol solution in skin permeability experiments.