신제품 개발을 위한 GAN 기반 생성모델 성능 비교

이동훈,이세훈,강재모,Lee, Dong-Hun,Lee, Se-Hun,Kang, Jae-Mo 국제문화기술진흥원 2022 The Journal of the Convergence on Culture Technolo Vol.8 No.6

Amid the recent rapid trend change, the change in design has a great impact on the sales of fashion companies, so it is inevitable to be careful in choosing new designs. With the recent development of the artificial intelligence field, various machine learning is being used a lot in the fashion market to increase consumers' preferences. To contribute to increasing reliability in the development of new products by quantifying abstract concepts such as preferences, we generate new images that do not exist through three adversarial generative neural networks (GANs) and numerically compare abstract concepts of preferences using pre-trained convolution neural networks (CNNs). Deep convolutional generative adversarial networks (DCGAN), Progressive growing adversarial networks (PGGAN), and Dual Discriminator generative adversarial networks (DANs), which were trained to produce comparative, high-level, and high-level images. The degree of similarity measured was considered as a preference, and the experimental results showed that D2GAN showed a relatively high similarity compared to DCGAN and PGGAN.

하악골 부분절제술 시행한 부분 무치악 환자에서 보철 수복 증례

이동훈,유동수,이종혁,Lee, Dong-Hun,Yoo, Dong-Soo,Lee, Jong-Hyuk 대한치과보철학회 2015 대한치과보철학회지 Vol.53 No.1

하악골 연속성의 상실은 하악 기능의 균형과 대칭에 영향을 주며, 하악의 움직임에 변화를 유발하고 절제된 부위로 잔존하악골을 편위시킨다. 또한 연하, 발음, 하악의 운동, 저작, 호흡과 같은 다른 부분에서도 기능이상을 나타낸다. 하악골의 일부가 결손된 환자의 경우, 일반적으로 외과적 재건에 이어 보철적 수복이 이루어진다. 하지만 BRONJ (Bisphosphonate related osteonecrosis of the Jaw)와 같은 전신적 질환을 가진 환자의 경우, 외과적 재건의 적용에 제한이 있게 되고 전적으로 보철적 수복에 의지하게 된다. 다양한 보철적 방법이 하악의 변위를 최소화하고 저작 효율과 기능 및 심미를 개선하기 위하여 제시되었다. 가철성 국소의치로 치료 시, 입술, 뺨, 혀의 운동에 의해 측방 및 수평력이 발생하며 기능 인상을 통해 이를 최대한 줄여 주어야 한다. 또한, Twin occlusion을 사용하면 적절한 구순 및 협측의 지지를 얻으면서 교합관계의 형성을 가능하게 할 수 있다. 이 증례보고에서는 하악골 결손 증례에서 중립대 인상 방법과 twin occlusion을 통하여 기능적 심미적으로 만족할 만한 결과를 얻었기에 이를 보고하고자 한다. Loss of continuity of the mandible destroys the balance and symmetry of mandibular function, leading to altered mandibular movements and deviation of the residual fragment towards the resected side. Apart from deviation, other dysfunctions include difficulty in swallowing, speech, mandibular movements, mastication, and respiration are accompanied. In general, surgical reconstruction is considered first then proceeds to the prosthetic restorations. However, patients with systemic disease such as BRONJ (Bisphosphonate related osteonecrosis of the Jaw), surgical reconstruction may be limited. Thus, the prosthetic restoration remains as the only resort. Numerous prosthetic methods are employed to minimize deviation and to improve masticatory efficiency, function and esthetics. If a removable partial denture is the selected treatment modality, maximum stability of the partial denture base may be accomplished with a functional impression procedure by means of eliminating lateral and horizontal forces caused by the functional movements of the lips, cheeks and tongue. Also, Twin occlusion is used to obtain a favorable occlusal relationship and check support for esthetics. The purpose of this case report is to demonstrate how neutral zone impression technique and twin occlusion scheme were applied to restore a hemi-mandiblectomy patient with BRONJ syndrome to achieve satisfactory results in functional and esthetic aspects.

다공성 흑연 소재를 이용한 바나듐 도핑된 반절연 SiC 단결정 성장의 특성 연구

이동훈,김황주,김영곤,최수훈,박미선,장연숙,이원재,정광희,김태희,최이식,Lee, Dong-Hun,Kim, Hwang-Ju,Kim, Young-Gon,Choi, Su-Hun,Park, Mi-Seon,Jang, Yeon-Suk,Lee, Won-Jae,Jung, Kwang-Hee,Kim, Tae-Hee,Choi, Yi-Sik 한국결정성장학회 2016 한국결정성장학회지 Vol.26 No.6

본 연구에서는 다공성 흑연 캡슐에 Vanadium carbide(VC) 분말을 채워 성장시킨 방법과 SiC 분말과 VC 분말을 혼합하여 다공성 흑연판을 그 위에 덮은 후 성장시키는 방법으로 진행하였으며, 성장된 결정들은 여러 분석방법을 사용하여 각각의 특성들을 관찰하였다. 반절연 SiC 성장은 6H-SiC 종자 결정을 사용하여 PVT(Physical Vapor Transport)법으로 성장을 진행하였다. 반절연으로 성장된 SiC 결정은 XRD를 이용하여 6H-SiC인 것을 확인하였으며, SIMS 분석결과 바나듐 도핑 농도가 바나듐 용해의 한계값 보다 높을 경우 석출물이 발생되며, 결정 품질 저하의 원인이 됨을 확인할 수 있었다. Vanadium-doped SiC crystals have been grown by using a porous graphite inner crucible filled with vanadium carbide (VC) and by using a porous graphite plate and SiC + VC powders, respectively. Semi-insulating SiC crystals were grown onto the 6H-SiC seed crystals by PVT (Physical Vapor Transport) method. The grown crystals were indicated to be 6H-SiC polytype by XRD. As result of SIMS analysis, vanadium-rich precipitates were observed when the vanadium concentration was relatively higher than the maximum solubility of vanadium ($3-5{\times}10^{17}cm^{-3}$) in vanadium-doped SiC crystals, which resulted in degradation of crystal quality.

게이트심장혈액풀 스캔에서 Half-Time 획득 인자 적용에 따른 임상적 유용성 평가

이동훈,유희재,이종훈,정우영,Lee, Dong-Hun,Yoo, Hee-Jae,Lee, Jong-Hun,Jung, Woo-Young 대한핵의학기술학회 2008 핵의학 기술 Vol.12 No.2

Purpose: The scan time reduction helps to yield more accurate results and induce the minimization of patient's motion. Also we can expect that satisfaction of examination will increase. Nowdays medical equipment companies have developed various programs to reduce scan time. We used Onco. Flash (Pixon method, SIEMENS) that is an image processing technique gated cardiac blood pool scan and going to evaluate its clinical usefullness. Materials and Method: We analyzed the 50 patients who were examined by gated blood pool scan in nuclear medicine department of Asan Mediacal Center from June $20^{th}$ 2008 to August $14^{th}$ 2008. We acquired the Full-time (6000 Kcounts) and Half-time (3000 Kcounts) LAO image in same position. And we acquired LVEF values ten times from Full-time, Half-time images acquired by the image processing technique and analyzed its mean and standard deviation values. To estimate LVEF in same conditions, we set automatic location of the LV ROI and background ROI based on same X and Y-axis. Also we performed blinding tests to physician. Results: After making a quantitative analysis of the 50 patients EF values, each mean${\pm}$standard deviation is shown at Full-time image $68.12{\pm}7.84%$, Half- time (acquired by imaging processing technique) $68.49{\pm}8.73%$. In the 95% confidence limit, there was no statistically significant difference (p>0.05). After blinding test with a physician for making a qualitative analysis, there was no difference between Full-time image and Half-time image acquired by the image processing technique for observing LV myocardial wall motion. Conclusion: Gated cardiac blood pool scan has been reported its relatively exact EF measured results than ultrasound or CT. But gated cardiac blood pool scan takes relatively longer time than other exams and now it needs to improve time competitive power. If we adapt Half-time technique to gated cardiac blood pool scintigraphy based on this study, we expect to reduce possible artifacts and improve accessibility as well as flexibility to exam. Also we expect patient's satisfaction.

특집: 정전기 문제와 대책 - 청정 환경에서의 정전기 제어

이동훈,Lee, Dong-Hun 한국공기청정협회 2011 空氣淸淨技術 Vol.24 No.4

치료방사선 Portal Image 를 위한 다이오드 방사선 센서의 특성에 관한 연구

이동훈,권장우,홍승홍 ( Dong Hun Lee,Jang Woo Kwon,Seung Hong Hong ) 한국센서학회 1996 센서학회지 Vol.5 No.5

In this paper, the characteristics of therapy radiation diode sensors have been studied by using therapy radiation from the MM22 microtron accelerator. The linearity, reproducibility and error ratio were measured for feasibility as a radiation detector. Energy dependence; sensitivity change after a amount of irradiation and output value according to a number of diodes were also measured for same purpose. We have formed pulse shaping of diode signal with nuclear instruments for portal image reconstruction. The percent depth dose ratio according to field size and depth was compared with that of the detector of a ion chamber. Using thirteen silicon diodes, we can directly read diode outputs on a computer monitor after A/D conversion with 16 channels analog to digital conversion board with 12 bit resolution. The possibility for portal image with diodes has been suggested from output comparison between output value with a human phantom and that without a human phantom.

83년도 우리나라 무역정책의 방향

이동훈,Lee, Dong-Hun 한국전자정보통신산업진흥회 1982 電子振興 Vol.2 No.12

아.태 지역의 경질유 공급허브로 도약

이동훈,Lee, Dong-Hun 대한석유협회 2006 석유와 에너지 Vol.2006 No.11

83년도 경제운용계획과 에너지 부문 시책

이동훈,Lee, Dong-Hun 대한석유협회 1983 석유와 에너지 Vol.1983 No.2

디지털 필터뱅크 기반 플렉서블 위성중계기를 위한 채널화 기법의 성능비교 연구

이동훈,김기선,Lee, Dong-Hun,Kim, Ki-Seon 한국군사과학기술학회 2010 한국군사과학기술학회지 Vol.13 No.3

The purpose of this paper is to compare complexity and to assess flexibility of competing transponder architectures for satellite communication services. For performance comparison, we consider three channelization techniques: digital down converter(DDC) based on the use of the cascaded integrator-comb(CIC) filter, tuneable pipeline frequency transform(T-PFT) based on the tree-structure(TS) and variable oversampled complex-modulated filter banks(OCM-FB) based on the polyphase FFT(P-FFT). The comparison begins by presenting a basic architecture of each channelization method and includes analytical expressions of the number of multiplications as a computational complexity perspective. The analytical results show that DDC with CIC filter requires the heavy computational burden and the perfect flexibility. T-PFT based on the TS provides the almost perfect flexibility with the low complexity over DDC with the CIC filter for a large number of sub-channels. OCM-FB based on the P-FFT shows the high flexibility and the best computational complexity performance compared with other approaches.