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Generative adversarial networks based motion learning towards robotic calligraphy synthesis
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作者 Xiaoming Wang Yilong Yang +3 位作者 Weiru Wang Yuanhua Zhou Yongfeng Yin Zhiguo Gong 《CAAI Transactions on Intelligence Technology》 SCIE EI 2024年第2期452-466,共15页
Robot calligraphy visually reflects the motion capability of robotic manipulators.While traditional researches mainly focus on image generation and the writing of simple calligraphic strokes or characters,this article... Robot calligraphy visually reflects the motion capability of robotic manipulators.While traditional researches mainly focus on image generation and the writing of simple calligraphic strokes or characters,this article presents a generative adversarial network(GAN)-based motion learning method for robotic calligraphy synthesis(Gan2CS)that can enhance the efficiency in writing complex calligraphy words and reproducing classic calligraphy works.The key technologies in the proposed approach include:(1)adopting the GAN to learn the motion parameters from the robot writing operation;(2)converting the learnt motion data into the style font and realising the transition from static calligraphy images to dynamic writing demonstration;(3)reproducing high-precision calligraphy works by synthesising the writing motion data hierarchically.In this study,the motion trajectories of sample calligraphy images are firstly extracted and converted into the robot module.The robot performs the writing with motion planning,and the writing motion parameters of calligraphy strokes are learnt with GANs.Then the motion data of basic strokes is synthesised based on the hierarchical process of‘stroke-radicalpart-character’.And the robot re-writes the synthesised characters whose similarity with the original calligraphy characters is evaluated.Regular calligraphy characters have been tested in the experiments for method validation and the results validated that the robot can actualise the robotic calligraphy synthesis of writing motion data with GAN. 展开更多
关键词 calligraphy synthesis generative adversarial networks Motion learning robot writing
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The Meaning Composition of Chinese Calligraphy Sign
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作者 YU Guanghua 《Cultural and Religious Studies》 2024年第5期295-308,共14页
This paper clarifies the composition of meaning in the art of Chinese calligraphy on the basis of American semiotician Charles Morris’s three divisions of sign,namely,“Syntactics,Semantics,Pragmatics”.The syntactic... This paper clarifies the composition of meaning in the art of Chinese calligraphy on the basis of American semiotician Charles Morris’s three divisions of sign,namely,“Syntactics,Semantics,Pragmatics”.The syntactical dimension of Chinese calligraphy sign is the artistic meaning of the form of Chinese character.“Semantical dimension”refers to semantic referents of linguistic signs and their literary significance,“pragmatical dimension”refers to the use and interpretation of calligraphy.The study of the three dimensions of meaning in Chinese calligraphy reveals a complex and unique composition of sign meaning.Chinese calligraphy deforms the structure and form of Chinese characters while retaining their semantic invariance.In this way,calligraphy acquires more practical semantic and symbolic meanings through the carrier of Chinese characters which are also linguistic symbols at the same time.Chinese calligraphy is dominated by the meaning of sign forms,taking into account the linguistic reference and the use of sign,and the three dimensions of meaning interact and promote each other,building a dynamic and multidimensional space of sign meaning. 展开更多
关键词 Chinese calligraphy SEMIOTICS syntactics SEMANTICS PRAGMATICS
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Relationship between Calligraphy and Meteorology
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作者 Licheng LIU Xunzhi GAO Liang GAO 《Meteorological and Environmental Research》 2024年第4期8-10,14,共4页
Since ancient times,calligraphy and meteorology have had an inseparable relationship.Wang Xizhi s Prologue to the Collection of Poems Composed at the Orchid Pavilion records the beautiful scenery of mild wind and brig... Since ancient times,calligraphy and meteorology have had an inseparable relationship.Wang Xizhi s Prologue to the Collection of Poems Composed at the Orchid Pavilion records the beautiful scenery of mild wind and bright sun,as well as the relaxed and joyful mood of people in such weather.Su Shi s Cold Food Calligraphy Copybook records the scenery of solar terms and the author s psychological changes during these solar terms through calligraphy.The Quick Snow and Clear Time Calligraphy Copybook also reflects the grandeur of snowy days and the customs of literati recording weather and sharing it with friends.In Sun Guoting s Shupu,it is clearly stated that the third element of the"five harmony and five obedience"refers to the clear sky,humid air,and pleasant climate,and excellent climatic conditions are conducive to writing. 展开更多
关键词 calligraphy METEOROLOGY
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The Aesthetic Connotation of Ancient Calligraphy
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作者 Jian Zhang 《Journal of Contemporary Educational Research》 2024年第6期116-120,共5页
From the origin of writing to the formation of the writing system,the names and aesthetics of calligraphy have been evolving with time.Calligraphy has different mainstream writing styles across different eras and has ... From the origin of writing to the formation of the writing system,the names and aesthetics of calligraphy have been evolving with time.Calligraphy has different mainstream writing styles across different eras and has been assigned different names,which also maps the aesthetic orientation of the times.Not only is calligraphy the evolution of the designation of successive generations but also in the continuous pursuit of“name”and“reality”of the unity of the ancient connotation of calligraphy and the era of aesthetic integration.This paper discusses the flavorful meaning behind the concept of ancient calligraphy,as well as its various forms of expression. 展开更多
关键词 calligraphy Ancient connotation EVOLUTION Aesthetic form
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Application of Choquet Integral-Importance-Performance Analysis and TOPSIS Methods in Approaching the Preference Factors of Calligraphy and Seal Engraving Imagery
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作者 Yu Hsuan Chang Jiann Sheng Jiang Min Min Lin 《Journal of Contemporary Educational Research》 2024年第5期276-288,共13页
Classical Chinese characters,presented through calligraphy,seal engraving,or painting,can exhibit different aesthetics and essences of Chinese characters,making them the most important asset of the Chinese people.Call... Classical Chinese characters,presented through calligraphy,seal engraving,or painting,can exhibit different aesthetics and essences of Chinese characters,making them the most important asset of the Chinese people.Calligraphy and seal engraving,as two closely related systems in traditional Chinese art,have developed through the ages.Due to changes in lifestyle and advancements in modern technology,their original functions of daily writing and verification have gradually diminished.Instead,they have increasingly played a significant role in commercial art.This study utilizes the Evaluation Grid Method(EGM)and the Analytic Hierarchy Process(AHP)to research the key preference factors in the application of calligraphy and seal engraving imagery.Different from the traditional 5-point equal interval semantic questionnaire,this study employs a non-equal interval semantic questionnaire with a golden ratio scale,distinguishing the importance ratio of adjacent semantic meanings and highlighting the weighted emphasis on visual aesthetics.Additionally,the study uses Importance-Performance Analysis(IPA)and Technique for Order Preference by Similarity to Ideal Solution(TOPSIS)to obtain the key preference sequence of calligraphy and seal engraving culture.Plus,the Choquet integral comprehensive evaluation is used as a reference for IPA comparison.It is hoped that this study can provide cultural imagery references and research methods,injecting further creativity into industrial design. 展开更多
关键词 Evaluation Grid Method Analytic Hierarchy Process calligraphy Seal engraving Importance-Performance Analysis Choquet integral TOPSIS
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Research on Yang Xiong from a Calligraphic Perspective
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作者 Tang Lin 《Contemporary Social Sciences》 2023年第3期117-131,共15页
Yang Xiong,a cultural celebrity in ancient China,is a well-known figure in the history of Chinese literature with abundant research on his literary achievements.However,little research has been done on the presentatio... Yang Xiong,a cultural celebrity in ancient China,is a well-known figure in the history of Chinese literature with abundant research on his literary achievements.However,little research has been done on the presentation of his name,former residence,and prose poems in Chinese calligraphy from an iconographic perspective.This paper intends to explore how“Yang Xiong,”“Yang Ziyun,”“Ziyun Pavilion in Xishu Prefecture,”and“Yang Xiong’s prose poems”are presented in the Chinese calligraphy,especially in calligraphies by Wang Xizhi,Su Dongpo,Huang Tingjian,Mi Fu,and other famous calligraphers in the previous dynasties.Research shows that Yang Xiong influenced not only Chinese literature but also Chinese calligraphy to a certain extent. 展开更多
关键词 previous dynasties calligraphy PRESENTATION Yang Xiong
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SRAFE:Siamese Regression Aesthetic Fusion Evaluation for Chinese Calligraphic Copy
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作者 Mingwei Sun Xinyu Gong +2 位作者 Haitao Nie Muhammad Minhas Iqbal Bin Xie 《CAAI Transactions on Intelligence Technology》 SCIE EI 2023年第3期1077-1086,共10页
Evaluation of calligraphic copy is the core of Chinese calligraphy appreciation and in-heritance.However,previous aesthetic evaluation studies often focussed on photos and paintings,with few attempts on Chinese callig... Evaluation of calligraphic copy is the core of Chinese calligraphy appreciation and in-heritance.However,previous aesthetic evaluation studies often focussed on photos and paintings,with few attempts on Chinese calligraphy.To solve this problem,a Siamese regression aesthetic fusion method is proposed,named SRAFE,for Chinese calligraphy based on the combination of calligraphy aesthetics and deep learning.First,a dataset termed Evaluated Chinese Calligraphy Copies(E3C)is constructed for aesthetic evalu-ation.Second,12 hand‐crafted aesthetic features based on the shape,structure,and stroke of calligraphy are designed.Then,the Siamese regression network(SRN)is designed to extract the deep aesthetic representation of calligraphy.Finally,the SRAFE method is built by fusing the deep aesthetic features with the hand‐crafted aesthetic features.Experimental results show that scores given by SRAFE are similar to the aesthetic evaluation label of E3C,proving the effectiveness of the authors’method. 展开更多
关键词 calligraphy evaluation hand‐crafted aesthetic features siamese regression network
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Modernity and the Water Calligraphy Experience
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作者 Maddie Oprica 《汉语教学方法与技术》 2023年第1期46-53,共8页
This article explores how Chinese calligraphy has evolved in the modern world,utilizing one particular focus:water calligraphy.Water calligraphy is a fascinating,non-invasive,and communal form of street art.It reconte... This article explores how Chinese calligraphy has evolved in the modern world,utilizing one particular focus:water calligraphy.Water calligraphy is a fascinating,non-invasive,and communal form of street art.It recontextualizes traditional calligraphy and offers insight into modern Chinese society and the concepts of art and creation.The simple trade of ink and paper for water and the ground has produced one highly intriguing practice.The following article will go through water calligraphy's link to modernity,its general appeal,and my own personal experience attempting it. 展开更多
关键词 water calligraphy Chinese society TRADITION COMMUNITY RECREATION ART
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新见杨明照手稿书法研究
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作者 刘志超 周一凡 《四川文理学院学报》 2024年第2期153-160,共8页
以新见杨珣先生、王恩平先生所藏杨明照先生大量手稿为研究材料,分析了杨明照书法艺术源头与流变在于受到家学影响和燕京大学读书期间郭绍虞先生指点,论述了杨明照书法艺术从日常书写逐渐转变到以颜书为取法对象的直追古法,再到人书俱... 以新见杨珣先生、王恩平先生所藏杨明照先生大量手稿为研究材料,分析了杨明照书法艺术源头与流变在于受到家学影响和燕京大学读书期间郭绍虞先生指点,论述了杨明照书法艺术从日常书写逐渐转变到以颜书为取法对象的直追古法,再到人书俱老的化境,以及他与四川高等书法教育文脉渊源关系.研究表明,杨明照书法超出文本外的文化意义,即一代文人风骨.首次对杨明照手稿书法进行研究,强调杨明照书法形象被其学术影响所遮蔽.作为蜀学研究最后一位大师,学界对他研究应多维和立体,以彰显那代学人的文化风骨. 展开更多
关键词 杨明照 手稿墨迹 学者书法 文人风骨
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“中和”与书法艺术辩证法
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作者 詹冬华 《中国文艺评论》 2024年第5期65-75,127,共12页
从先秦“中”“和”观念发展而来的“中和”思想规约了中国艺术的理想境界与价值鹄的,其中包含着深刻的艺术辩证法。在书法中,“中和”体现在“情感”的中节合度、“法则”的对立统一、“风格”的众体兼备等方面,是各种风格元素交融互... 从先秦“中”“和”观念发展而来的“中和”思想规约了中国艺术的理想境界与价值鹄的,其中包含着深刻的艺术辩证法。在书法中,“中和”体现在“情感”的中节合度、“法则”的对立统一、“风格”的众体兼备等方面,是各种风格元素交融互渗之后的典范形态。当代书法界应抑制过度追求标新立异的冲动,回归中和的审美心态,书家要实现笔墨与情感的共舞;创作上力避纯视觉化的倾向,依照“中和”的美学圭臬,对作品形式要素之间的矛盾统一关系加以探究与验证;同时应注重书法生态的整体平衡,兼蓄并包,和而不同,以臻至“中和”之艺术胜境。 展开更多
关键词 中和 书法 辩证法 境界
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网络手写的赛博文字:“具身-物性”与后人类未来的降维存在
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作者 李蕾蕾 张喻童 《深圳社会科学》 2024年第1期148-159,共12页
网络手写是目前年轻人比较热衷的文字书写方式,通过书写媒介和网络社交平台,能够方便地将手写文字的个性笔迹,与名家书法或基准字库的视觉美学融为一体,生成视觉“奇异性”的赛博文字、数字书法或文字数码物,带给网民参与的书写乐趣、... 网络手写是目前年轻人比较热衷的文字书写方式,通过书写媒介和网络社交平台,能够方便地将手写文字的个性笔迹,与名家书法或基准字库的视觉美学融为一体,生成视觉“奇异性”的赛博文字、数字书法或文字数码物,带给网民参与的书写乐趣、趣缘交往和文创商机。文章主要运用许煜分析一般“数码物”时引自于西蒙栋思考一般“技术物”时所采用的“数量级”概念和方法,结合“一起练字”网络手写平台的相关个案和经验材料,从书写文字与书写者身体的媒介关系及其演化历史出发,尝试建构融合“个体之物”与“环境之物”两种不同数量级之物的“具身-物性”阐释框架,从而较为细致地阐明网络手写文字如何以“模拟拼贴”和“数字生成”构成文字数码物的两种创作模式;同时分析网络手写平台如何由于未能有效解决网民手写文字的网络“可见性”所导致的社交贫困问题,提出可能的“争胜性”策略。文章将网络手写文字的探讨,定位在更普遍的人机交互和网络社交领域,强调正是作为模拟媒介的人类肉身和作为数字媒介的计算机网络及其算法之间不对等的数量级转导,实现了赛博文字及其网络交往,并将相关讨论扩展到更广泛的后人类未来可能以数字降维和图像交流为存在方式的媒介哲学。 展开更多
关键词 网络手写 具身-物性 赛博文字 数量级 后人类
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融合书画艺术元素的家居软装饰图案优化设计及应用
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作者 唐媛 《包装工程》 CAS 北大核心 2024年第6期210-217,共8页
目的利用中国书画元素对家居软装饰图案进行优化设计。方法在分析中国书画艺术元素特点和内容的基础上,结合家居软装饰的构成因素及风格特征,将构图、线条、赋色和笔墨应用于软装饰的优化设计中。随后将基于卷积神经网络的超分辨率模型(... 目的利用中国书画元素对家居软装饰图案进行优化设计。方法在分析中国书画艺术元素特点和内容的基础上,结合家居软装饰的构成因素及风格特征,将构图、线条、赋色和笔墨应用于软装饰的优化设计中。随后将基于卷积神经网络的超分辨率模型(Efficient Sub-Pixel Convolutional Neural Network,ESPCN)与Laplace算子相结合,形成Laplace-ESPCN模型,由此进行整体装饰图案的迁移,提出了基于泊松融合的局部迁移方法并加以完善。结果所提出的整体装饰图案迁移模型在噪声密度超过50%时,品质因素仍然在0.5左右,并且峰值信噪比最低可达40 dB。将其与泊松融合的局部迁移结合后,目标区域分割下人数占比均在50%附近。结论所提出的Laplace-ESPCN整体图案迁移模型得到的图像质量较高,具有更好的降噪效果。与泊松融合的局部迁移方法结合后,所得图像边缘更加平滑,可以在家居软装饰图案优化设计中有效应用,具有一定的推广价值。 展开更多
关键词 书画艺术 家居 软装饰 图案设计 图像迁移
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“道”与“艺”:论苏轼的尚意书法
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作者 王银辉 张岚媗 《中州大学学报》 2024年第3期1-6,共6页
“尚意”作为苏轼凝聚的独特书风,蕴藏着“道”与“艺”两个维度。“艺”是苏轼书法尚意精神的实现路径与外在显现,是他将所闻、所见、所思、所感寓于点画之间的匠心独运,将古法烂熟于心后的独创一格;“道”作为苏轼尚意书法的核心与精... “尚意”作为苏轼凝聚的独特书风,蕴藏着“道”与“艺”两个维度。“艺”是苏轼书法尚意精神的实现路径与外在显现,是他将所闻、所见、所思、所感寓于点画之间的匠心独运,将古法烂熟于心后的独创一格;“道”作为苏轼尚意书法的核心与精髓,不仅体现儒家兼济天下的抱负,也包含老庄的自然文艺观和佛家的空静思想。从“道”与“艺”两个维度探析苏轼的尚意书法,可以从其书法中感悟其对生死及天地的认知,结合其生命体验品味其书法艺术风格的形成与变化,从而进一步领略滋养其书法艺术的中国传统的意趣、审美和气韵。 展开更多
关键词 苏轼 尚意书法 “道” “艺”
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道、禅、儒古典哲学美学——朱耷书画创新溯源
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作者 沈名杰 《黑河学院学报》 2024年第5期175-180,共6页
朱耷的书画风格奇俊怪伟、创新。研究结果表明,朱耷独特的人生经历和深厚的哲学修养为其书画艺术的创新提供了坚实的基础。他的书画风格体现了“画法兼之书法”的理念,将书法与绘画相互融合,展现出大胆的创新精神。朱耷的书画艺术创新... 朱耷的书画风格奇俊怪伟、创新。研究结果表明,朱耷独特的人生经历和深厚的哲学修养为其书画艺术的创新提供了坚实的基础。他的书画风格体现了“画法兼之书法”的理念,将书法与绘画相互融合,展现出大胆的创新精神。朱耷的书画艺术创新受到哲学美学思想的深刻影响,其创新不仅表现在技艺和形式上,更重要的是他将道家、禅宗和儒家思想的美学意蕴融入创作中,形成独特的艺术风格和哲学思想。朱耷的书画艺术在中国绘画史上具有重要地位,其独特的艺术风格和哲学思想为后世所赞誉。通过对朱耷书画艺术的深入研究,可以更深入地理解中国传统文化的精髓和美学价值,为现代艺术创作提供宝贵的借鉴和启示。 展开更多
关键词 朱耷 书画艺术 艺术创新 哲学美学
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从法书文献到童蒙读物的流传轨迹——以启功先生《说〈千字文〉》为线索
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作者 于翠玲 《中国出版史研究》 2024年第1期21-33,共13页
智永的《千字文》以楷书和草书体书写,有多种版本。启功的研究展示了法书文献的复制方式及流传轨迹,还强调《千字文》具有启发童蒙、流传广远的实用价值。这有助于人们了解古代法书文献的版本知识、认识“王羲之这个角色”、拓展法书文... 智永的《千字文》以楷书和草书体书写,有多种版本。启功的研究展示了法书文献的复制方式及流传轨迹,还强调《千字文》具有启发童蒙、流传广远的实用价值。这有助于人们了解古代法书文献的版本知识、认识“王羲之这个角色”、拓展法书文献出版物及书法教学“启发童蒙”的功用,同时也为研究中国特色的阅读史提供了一个有意义的案例。 展开更多
关键词 启功 智永 千字文 法书文献 童蒙读物 阅读史
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关中唐碑中唐代书坛的正大气象
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作者 王彩凤 《黑河学院学报》 2024年第2期177-180,共4页
古代碑刻既是保存历史资料的重要文物,也是传承书法艺术的重要载体。陕西关中历代名家名碑,从《石台孝经》到《孔子庙堂碑》,从欧阳询《黄甫诞碑》到高僧怀仁集王羲之书的《大唐三藏圣教序碑》,从篆书《美原神泉诗序》到行书《慧坚禅师... 古代碑刻既是保存历史资料的重要文物,也是传承书法艺术的重要载体。陕西关中历代名家名碑,从《石台孝经》到《孔子庙堂碑》,从欧阳询《黄甫诞碑》到高僧怀仁集王羲之书的《大唐三藏圣教序碑》,从篆书《美原神泉诗序》到行书《慧坚禅师碑》等,不仅完整再现了中国古代文字篆、隶、楷、行、草的发展轨迹,记录了中国汉字的书写史和风格演变史,对于研究中国古代书法艺术也具有重要的意义和价值。 展开更多
关键词 关中唐碑 正大气象 颜筋柳骨
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海报设计中书法字体的情感化表达形式探微
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作者 傅小龙 李旭镒 《丝网印刷》 2024年第5期48-51,共4页
运用情感化设计理论对海报设计中书法字体的艺术内涵及审美价值进行分析,在探讨海报设计中书法字体情感化表达必要性的同时,总结出海报设计书法情感化表达的原则和路径,为当前书法艺术在海报设计中的运用提供新的设计思路。
关键词 海报设计 书法字体 情感化表达
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苏轼诗词书法作品接受中的语图关系变化
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作者 吴昊 赵诗语 《开封文化艺术职业学院学报》 2024年第1期1-6,共6页
欣赏诗词书法作品可以欣赏书法艺术,也可以识读诗词内容,接受过程中表现出语图关系的变化。大多数接受者对苏轼诗词书法作品的欣赏分为三个过程:首先被书法书像所吸引,进入图像欣赏中,沉醉于视觉效果;其次对所书诗词内容进行识读,了解... 欣赏诗词书法作品可以欣赏书法艺术,也可以识读诗词内容,接受过程中表现出语图关系的变化。大多数接受者对苏轼诗词书法作品的欣赏分为三个过程:首先被书法书像所吸引,进入图像欣赏中,沉醉于视觉效果;其次对所书诗词内容进行识读,了解所写诗词的内容;再次将两者放在一起去欣赏,书法与诗歌在迭代中达到更高的融合,欣赏者获得双重的审美享受。 展开更多
关键词 苏轼诗词书法作品 语象 书像 接受过程 语图关系
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苏轼“诗书一体”观:内涵、机理与成因
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作者 司新丽 《河北师范大学学报(哲学社会科学版)》 2024年第2期96-104,共9页
苏轼将诗书画引向深度结合,“诗不能尽,溢而为书,变而为画,皆诗之余”是苏轼“诗书一体”观的核心表达,其内涵是以“德”为灵魂,以诗意为统领的综合艺术论。破体为文、体兼众妙、形式相连、书卷气息构成了苏轼不同文体、书体之间以及文... 苏轼将诗书画引向深度结合,“诗不能尽,溢而为书,变而为画,皆诗之余”是苏轼“诗书一体”观的核心表达,其内涵是以“德”为灵魂,以诗意为统领的综合艺术论。破体为文、体兼众妙、形式相连、书卷气息构成了苏轼不同文体、书体之间以及文学与书法两种不同艺术形式之间的内在机理,“书卷气”是苏轼书法人文化、文学化的典型表现。苏轼的“吾所谓文,必与道俱”“慧之生定,速于定之生慧”以及“笔墨之迹,托于有形,有形则有弊”等文艺思想和哲学观念,乃是形成其“诗书一体”观以及文学与书法在求道之途上存在统一性、多样性、层次性和差异性的主要缘由。 展开更多
关键词 苏轼:诗书一体 破体为文 体兼众妙 形式相连 书卷气息
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基于文献计量的书法与设计学交叉融合研究进展、热点与趋势分析
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作者 潘炫辰 杨晓萍 《包装工程》 CAS 北大核心 2024年第16期91-100,共10页
目的系统认识书法与设计学交叉融合研究的全局特征,把握当前书法与设计学交叉融合的研究进展与热点,并根据当前研究进展与热点探究未来前沿趋势。方法基于CKNI中国知网数据库收录的书法与设计学交叉融合研究领域的期刊论文作为数据来源... 目的系统认识书法与设计学交叉融合研究的全局特征,把握当前书法与设计学交叉融合的研究进展与热点,并根据当前研究进展与热点探究未来前沿趋势。方法基于CKNI中国知网数据库收录的书法与设计学交叉融合研究领域的期刊论文作为数据来源,通过文献计量的方法综合使用VOSviewer和CiteSpace从年度发表文献数量、研究机构、高产作者、关键词共现聚类、高被引文献等方面绘制知识图谱,进行可视化分析和综述。结论书法与设计学交叉融合研究领域在文献产出上总体呈上升趋势,在近10年具有快速增长的趋势;湖南师范大学、湖北工业大学等机构文献数量处于该领域前列;研究热点主要集中在书法在包装与景观设计的应用研究、书法在字体设计的应用研究、书法在平面设计的应用研究和书法在标志设计的应用研究四大研究主题,书法与设计学交叉融合在人工智能、VR、3D打印等新技术领域相互合作是其未来发展方向。与新技术的深层次融合欠缺、定量研究不多、理论深度不足,以及缺乏跨学科技术与素养人才是现阶段研究的主要局限。 展开更多
关键词 设计学 书法 学科交叉 文献计量 VOSviewer CITESPACE
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