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Cantonese porcelain classification and image synthesis by ensemble learning and generative adversarial network Special Feature on Intelligent Design

Steven Szu-Chi CHEN, Hui CUI, Ming-han DU, Tie-ming FU, Xiao-hong SUN, Yi JI, Henry DUH

Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 12,   Pages 1632-1643 doi: 10.1631/FITEE.1900399

Abstract: Accurate recognition of modern and traditional porcelain styles is a challenging issue in Cantonese porcelain management due to the large variety and complex elements and patterns. We propose a hybrid system with porcelain style identification and image recreation modules. In the identification module, prediction of an unknown porcelain sample is obtained by logistic regression of ensembled neural networks of top-ranked design signatures, which are obtained by discriminative analysis and transformed features in principal components. The synthesis module is developed based on a conditional generative adversarial network, which enables users to provide a designed mask with porcelain elements to generate synthesized images of Cantonese porcelain. Experimental results of 603 Cantonese porcelain images demonstrate that the proposed model outperforms other methods relative to precision, recall, area under curve of receiver operating characteristic, and confusion matrix. Case studies on image creation indicate that the proposed system has the potential to engage the community in understanding Cantonese porcelain and promote this intangible cultural heritage.

Keywords： Cantonese porcelain     Classification     Generative adversarial network     Creative arts    

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Creative design inspired by biological knowledge: Technologies and methods

Runhua TAN, Wei LIU, Guozhong CAO, Yuan SHI

Frontiers of Mechanical Engineering 2019, Volume 14, Issue 1,   Pages 1-14 doi: 10.1007/s11465-018-0511-0

Abstract: Biological knowledge is becoming an important source of inspiration for developing creative solutionsidentify the technologies and methods that can facilitate the development of biologically inspired creative

Keywords： creative design     biologically inspired methods     key technologies    

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“Composition” and regularisation of architectural production in contemporary China

Hua LI

Frontiers of Structural and Civil Engineering 2010, Volume 4, Issue 4,   Pages 465-473 doi: 10.1007/s11709-010-0097-z

Abstract: The purpose of this paper is to explore how the “Beaux-Arts” “composition” sustained the constitution“Composition”, a key technique of the “Beaux-Arts” system, is not a simple act of “putting elements together

Keywords： composition     “Beaux-Arts”     regulate     architectural production    

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The Creative Personalities of Scientists in Modern China

Gan Ziheng

Strategic Study of CAE 2005, Volume 7, Issue 5,   Pages 35-42

Abstract: One is the summary of creative personality.connotation of personality, and the functions of personality, the necessity for studying and publicizing the creativeThe other topic is the basic qualities of the scientists' creative personalities in China.of tens of representative modern scientists in China, ten basic qualities of China scientists' creative

Keywords： scientists     creative personalities     non-intellectual factor     basic qualities    

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Duality of Thinking and Turning It Into Creative Thinking Commemorating Publication 15th Annual of on

Liang Guiming

Strategic Study of CAE 2003, Volume 5, Issue 2,   Pages 26-34

Abstract: As to innovation, how to exite creative-thinking is a warm problem.There is an existence of both non-creative thinking and creative thinking and under certain conditionsnon-creative thinking may be turn into creative thinking which can make new knowledge and innovativeConnecting dialectics with comprehension, the conclusions of this paper are shown： the duality of non-creativethinking and creative thinking, the duality of reasoning thinking and understanding thinking, the duality

Keywords： creative thinking     turn-condition     relativity of knowledge     comprehension    

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Development Status and Prospects of Digital Creative Technology in China

Deng Lei, Wang Miaohui, Fan Leidong, Yuan Yuan, Wang Zhenzhong

Strategic Study of CAE 2020, Volume 22, Issue 2,   Pages 63-70 doi: 10.15302/J-SSCAE-2020.02.009

Abstract: As one of the strategic emerging industries identified in the 13th Five-Year Plan of China, digital creativeThe key to developing the digital creative industry is digital creative technology and creative designpaper, by analyzing industry data, we systematically describe the current development status of digital creativeOur investigation suggests that it will promote the development of China’s digital creative technologytechnology, (2) improving the quality of talents on digital creative technology, and (3) actively participating

Keywords： digital creativity     cultural creativity     creative design     ultra-high definition (UHD) video     virtual reality    

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Development Status and Innovation Direction of China’s Digital Creative Industry

Huang Jiangjie, Tang Yongchuan, Sun Shouqian

Strategic Study of CAE 2020, Volume 22, Issue 2,   Pages 55-62 doi: 10.15302/J-SSCAE-2020.02.008

Abstract:

Digital creative industry is the collective name for the creative contentindustry and creative manufacturing industry that make effective use of digital technology; it takesThe digital creative industry is identified as one of the national strategic emerging industries forThis paper aims to study the innovation and development direction of the digital creative industry atand abroad, the development characteristics, status, and problems of the digital creative industry in

Keywords： digital creative industries     technology and equipment     cultural content     innovative design     integrated development    

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On Qian Xuesen's Thought About Science and Fine Arts

Qian Xuemin

Strategic Study of CAE 2001, Volume 3, Issue 11,   Pages 1-9

Abstract: of science and technology, the article focuses on his idea of the relation between science and fine artsScience and fine arts are both different from each other and interlinked.each other and promote each other, which is the key point of emergence of metasynthetic wisdom and creative

Keywords： quantity intelligence     quality intelligence     scientific thinking     artistic thinking     metasynthetic wisdom    

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SmartPaint: a co-creative drawing system based on generative adversarial networks Special Feature on Intelligent Design

Lingyun SUN, Pei CHEN, Wei XIANG, Peng CHEN, Wei-yue GAO, Ke-jun ZHANG

Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 12,   Pages 1644-1656 doi: 10.1631/FITEE.1900386

Abstract: However, it is less successful at creative and collaborative design outputs.To bridge this gap, we have developed SmartPaint, a co-creative drawing system based on generative adversarialIt then outputs a creative and fine painting with the appropriate style corresponding to the human’s

Keywords： Co-creative drawing     Deep learning     Image generation    

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Theory and method of mechanism system design

Huijun ZOU, Qinghua LIANG, Qing ZHANG

Frontiers of Mechanical Engineering 2010, Volume 5, Issue 4,   Pages 399-411 doi: 10.1007/s11465-010-0116-8

Abstract: Conceptual design is the most critical and creative phase of design.Recently, increasing attention has been directed to supporting conceptual-level computer aided creativemodel for mechanical product design and highlights the importance of systematic synthesis to achieve creativea framework as a function-effect-process-action- mechanisms (FEPAM) mapping process, which enables creative

Keywords： mechanism system creative design     process model     function solving model     process action procedure     mechanisms    

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Qian Xuesen and Noetic Science

Lu Mingsen

Strategic Study of CAE 2002, Volume 4, Issue 2,   Pages 8-15

Abstract:

This article analyzes the background and the necessity of the establishment of noetic science which was initiated by Qian Xuesen. The article also presents a whole string of Qian’s views on the object of study, basic approach and ideological root of noetic science. The article describes in particular that noetic science is one of the eleven department of the contemporary system of science and technology. It contains three hierarchies, as fundamental science, technical science and engineering. The preliminary achievements in each hierarchy in the recent two decades are presented.

Keywords： cognitive science     noetic science     abstractive thinking     figurative thinking     creative thinking     pattern recognition    

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Digitized Design Technology and Its Application in Agricultural Machinery Design

Yan Chuliang,Yang Fangfei

Strategic Study of CAE 2006, Volume 8, Issue 9,   Pages 13-18

Abstract:

To date, conventional design is gradually converted to modem design. As a synthetic technology, the digitized design technology contains the latest technologies in modem design, and as the premise of it. In this paper, the property of digitized design technology is analyzed based on the definition of it and the present research hot spots of digitized design at home and abroad, namely, CACD, KEB, VP are given. The digitized design technology being used in machinery (taking agricultural machinery as example) and its development trend in future, which gives prominence to products innovation design, thinks much of virtual reality technology, and emphasizes cooperative design and manufacture, are also discussed. The application of digitized design will lead to revolutionary change in agricultural machinery design and manufacture.

Keywords： digitized design     CACD     KEB     VP     creative design    

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A creative concept for designing and simulating quaternary logic gates in quantum-dot cellular automata Research Articles

Alireza Navidi, Reza Sabbaghi-Nadooshan, Massoud Dousti,alireza.navidi@srbiau.ac.ir,r_sabbaghi@iauctb.ac.ir,m_dousti@srbiau.ac.ir

Frontiers of Information Technology & Electronic Engineering 2021, Volume 22, Issue 11,   Pages 1441-1550 doi: 10.1631/FITEE.2000590

Abstract: In this paper, we propose a novel creative concept for .

Keywords： 量子点细胞自动机（QCA）；四值逻辑；量子点细胞自动模拟器（QCASim）；四值QCA（QQCA）；四值译码器；四值门    

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Title Author Date Type Operation

Cantonese porcelain classification and image synthesis by ensemble learning and generative adversarial network

Steven Szu-Chi CHEN, Hui CUI, Ming-han DU, Tie-ming FU, Xiao-hong SUN, Yi JI, Henry DUH

Journal Article

Creative design inspired by biological knowledge: Technologies and methods

Runhua TAN, Wei LIU, Guozhong CAO, Yuan SHI

Journal Article

“Composition” and regularisation of architectural production in contemporary China

Hua LI

Journal Article

The Creative Personalities of Scientists in Modern China

Gan Ziheng

Journal Article

Duality of Thinking and Turning It Into Creative Thinking Commemorating Publication 15th Annual of on

Liang Guiming

Journal Article

Development Status and Prospects of Digital Creative Technology in China

Deng Lei, Wang Miaohui, Fan Leidong, Yuan Yuan, Wang Zhenzhong

Journal Article

Development Status and Innovation Direction of China’s Digital Creative Industry

Huang Jiangjie, Tang Yongchuan, Sun Shouqian

Journal Article

On Qian Xuesen's Thought About Science and Fine Arts

Qian Xuemin

Journal Article

SmartPaint: a co-creative drawing system based on generative adversarial networks

Lingyun SUN, Pei CHEN, Wei XIANG, Peng CHEN, Wei-yue GAO, Ke-jun ZHANG

Journal Article

Theory and method of mechanism system design

Huijun ZOU, Qinghua LIANG, Qing ZHANG

Journal Article

Qian Xuesen and Noetic Science

Lu Mingsen

Journal Article

Digitized Design Technology and Its Application in Agricultural Machinery Design

Yan Chuliang,Yang Fangfei

Journal Article

A creative concept for designing and simulating quaternary logic gates in quantum-dot cellular automata

Alireza Navidi, Reza Sabbaghi-Nadooshan, Massoud Dousti,alireza.navidi@srbiau.ac.ir,r_sabbaghi@iauctb.ac.ir,m_dousti@srbiau.ac.ir

Journal Article