• 제목/요약/키워드: Image GAI

검색결과 4건 처리시간 0.022초

MLSE-Net: Multi-level Semantic Enriched Network for Medical Image Segmentation

  • Di Gai;Heng Luo;Jing He;Pengxiang Su;Zheng Huang;Song Zhang;Zhijun Tu
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제17권9호
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    • pp.2458-2482
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    • 2023
  • Medical image segmentation techniques based on convolution neural networks indulge in feature extraction triggering redundancy of parameters and unsatisfactory target localization, which outcomes in less accurate segmentation results to assist doctors in diagnosis. In this paper, we propose a multi-level semantic-rich encoding-decoding network, which consists of a Pooling-Conv-Former (PCFormer) module and a Cbam-Dilated-Transformer (CDT) module. In the PCFormer module, it is used to tackle the issue of parameter explosion in the conservative transformer and to compensate for the feature loss in the down-sampling process. In the CDT module, the Cbam attention module is adopted to highlight the feature regions by blending the intersection of attention mechanisms implicitly, and the Dilated convolution-Concat (DCC) module is designed as a parallel concatenation of multiple atrous convolution blocks to display the expanded perceptual field explicitly. In addition, MultiHead Attention-DwConv-Transformer (MDTransformer) module is utilized to evidently distinguish the target region from the background region. Extensive experiments on medical image segmentation from Glas, SIIM-ACR, ISIC and LGG demonstrated that our proposed network outperforms existing advanced methods in terms of both objective evaluation and subjective visual performance.

웨딩드레스에 나타난 레트로 이미지의 표현 특성 (Expressional Characteristics of Retro Image Shown on Wedding Dresses)

  • 계수남;유영선
    • 복식
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    • 제66권2호
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    • pp.103-116
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    • 2016
  • This study intends to discover characteristics and methods of retro image wedding dresses by analyzing prior studies about retro characteristics. The characteristics of retro image wedding dresses are as follows: 'Recreative Retro', Trend revival Retro', 'Nostalgic Retro' and 'Remixed Retro'. The expressional characteristics and methods of each character are as follows. The 'Recreated Retro' has been recreated in the wedding dresses worn by celebrities, actresses' wedding dresses in movies, and also in the famous designer's high end wedding dresses. These dresses do not merely duplicate the originals, but also reflect images, which were reproduced by combining modern technology. The 'Trend revival Retro' emerged as a combination of past fashion styles and new trends. It seems to stimulate the customers' reminiscence of past fashion trends and create unique designs through expressing the metaphor or the adaptation of past fashion styles. The 'Nostalgic Retro' started from the discovery of emotional values for something old or the inclination to be attracted to old styles. It has been expressed through design concepts with natural themes. The 'Remixed Retro' is from recombination of Retro elements. It is shown as a new interpretative code which explains how current time blends with different times.

Coexistence Direction of AI and Webtoon Artist

  • Bo-Ra Han
    • 한국컴퓨터정보학회논문지
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    • 제29권2호
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    • pp.87-99
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    • 2024
  • 본 연구는 새로이 재편되는 AI 상용 미래 시대에서 웹툰 작가가 창작자로서 직업적 계보를 존속시키기 위해 어떠한 역량이 요구될 것인지를 파악하기 위해 진행되었다. 생성형 AI의 기술 발달이 어떻게 이뤄질지 알아보고, 그 시점에서 창작자의 역할이 어떻게 변화되어 갈 것인지에 대해, 웹툰의 실례로 현재와 미래의 AI 기술력과 웹툰의 활용 현황에 대해 각각 알아보고 미래 변화될 웹툰계의 생태 속에서 요구될 작가의 역할에 대해 전망해 보고자 하였다. 그 결과, 미래 AI는 자립적인 존재로 인간과 협업이 가능한 수준으로 인간 작업자를 대체할 것으로 예측됐으며, 그 한계점 역시 드러나, 물리적 기술 측면에서는 AI가 대체할 수 있으나, 인간 공감형 분야만큼은 존속시킬 수 있음을 알아보았다. 스토리 기획자, 시각 연출가, AI 편집자라는 창의적인 영역이 창작자의 역할 모형으로 도출되었다. 또한, 현시점에서의 모호한 용어 정의로 인한 혼란을 해소하고자 AI 3단계 단계별 모형으로 기계형, 인간형, 초월형으로 보다 현실적으로 분리 제안하였다. 이러한 결과를 통해 연구자는 앞으로 유입될 신진 창작자나 기존의 창작자들의 재 역량 개발을 위한 가이드라인으로 새로운 기술인 AI에 대한 부정 수용보다는 협업을 통한 상생임을 제시하였다.

경극(京劇) $\ll$독목관(獨木關)$\gg$의 연개소문(淵蓋蘇文) 무대의상(舞台衣裳) 디자인 연구(硏究) - 무대의상(舞台衣裳)의 상징적(象徵的) 의미(意味)를 중심(中心)으로 - (A Study on Stage Costume of Yean-GaeSoMoon(Korean) in the Peking Opera <> - Focusing on Symbolic Meaning of Stage Costume -)

  • 신경섭;조규화
    • 패션비즈니스
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    • 제2권3호
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    • pp.121-136
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    • 1998
  • The purpose of this study was to present a new research method of stage costume by designing and making the stage costume of Yean-GaeSoMoon(淵蓋蘇文) in Peking Opera Du Mu Guan (Korean; Dog Mog Guan, 獨木關). The stage costume of Peking Opera was formed on the basis of the Chinese traditional stage costume in the Qing period, however the style of stage costume was beautified the costume of Ming period and here contained the factors of successive costumes. But the stage costume of Peking Opera didn't have the same rank system with real history costume and didn't have demarcation according to period and history. In the stage costume of Peking Opera, the color is cultural language that can inform spectators of sex, age, personality, position of characters. The pattern of decoration also symboled the personality and characteristic of the character. Yean-GaeSoMoon in the play wore green armour (Chinese; ru ying kao 綠硬靠), red pants (Chinese; hong ku 紅褲), red mustache (Chinese; hong ran kou 紅髥口), crown (Chinese; da e zi 大額子), shoes (Chinese; hou di xue 厚底靴) and Xue RenGui wore white armour (Chinese; baikao 白靠), red pants (Chinese; hong ku 紅褲), shoes (Chinese; hou di xue 厚底靴), hat (Chinese; za jin 扎巾). By historical materials, Yean-GaeSoMoon was a nationalist who uphold national sprit and the greatest hero of the age and a charismatic politician who combines literatural arts with military arts. Considering these reviews, defined the thema of his new costumes' image as "the flying bird which has three legs"(三足鳥), the bird which symbolized the sun and immortality in Koguryo fresco. On the basis of this image, presented three types of Yean-GaeSoMoon's stage costume. Yean-GaeSoMoon as the minister in the court wore black gown (Chinese; mang pao 蟒袍) of dargon pattern which symbolizes harisma who opening the heaven. He as the general who directs war wore red mantle (Chinese; dou peng 斗蓬) which symbolizes the blue dragon that soaring into the sky, as the officer who fights the enemy's general wore green armour (Chinese; gai liang jia 改良甲), red pants (Chinese; hong ku 紅褲) which symbolizes the flying Sward that blowing violently. By wearing these stage costumes, the image of Yean-GaeSoMoon could changed from the fierce general of minority race who likes to fight, to the Koguryo general who fights against enemy at the risk of his life for Koguryo's autonomy. Through this study once again we could realized that stage costume played very mportant part In outstnding the characteristic of actor in the Peking Opera.

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