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Classification of Imagined Speech EEG Signals with DWT and SVM 被引量:4
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作者 ZHANG Lingwei ZHOU Zhengdong +3 位作者 XU Yunfei JI Wentao WANG Jiawen SONG Zefeng 《Instrumentation》 2022年第2期56-63,共8页
With the development of human-computer interaction technology,brain-computer interface(BCI)has been widely used in medical,entertainment,military,and other fields.Imagined speech is the latest paradigm of BCI and repr... With the development of human-computer interaction technology,brain-computer interface(BCI)has been widely used in medical,entertainment,military,and other fields.Imagined speech is the latest paradigm of BCI and represents the mental process of imagining a word without making a sound or making clear facial movements.Imagined speech allows patients with physical disabilities to communicate with the outside world and use smart devices through imagination.Imagined speech can meet the needs of more complex manipulative tasks considering its more intuitive features.This study proposes a classification method of imagined speech Electroencephalogram(EEG)signals with discrete wavelet transform(DWT)and support vector machine(SVM).An open dataset that consists of 15 subjects imagining speaking six different words,namely,up,down,left,right,backward,and forward,is used.The objective is to improve the classification accuracy of imagined speech BCI system.The features of EEG signals are first extracted by DWT,and the imagined words are clas-sified by SVM with the above features.Experimental results show that the proposed method achieves an average accuracy of 61.69%,which is better than those of existing methods for classifying imagined speech tasks. 展开更多
关键词 Brain-computer Interface(BCI) EEG imagined Speech Discrete Wavelet Transform(DWT) Signal Processing Support Vector Machine(SVM)
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Imagined Community,Identity,and Teaching Chinese as a Second Language to Foreign Students in China 被引量:1
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作者 TENG Feng 《Frontiers of Education in China》 2017年第4期490-514,共25页
Teaching and learning a language are influenced by an imagined community involving interaction among members in possible worlds.From an empirical standpoint,relatively little is known about how Chinese language lectur... Teaching and learning a language are influenced by an imagined community involving interaction among members in possible worlds.From an empirical standpoint,relatively little is known about how Chinese language lecturers see their possible memberships to the communities wherein students from different countries participate,or how this perception affects their teaching practice and innovative pedagogies.In order to address this gap,this study explores the teaching lives of four lecturers who teach Chinese as a second language(CSL)to foreign students in China.Drawing upon a three-year longitudinal study of interview data triangulated with journal entries and classroom observation,the findings reveal that lecturers’imagined identities may transform into practical identities due to the idea of treating foreign students as legitimate foreigners but illegitimate Chinese language users,and the intensified pressures and insecurities of being a part-time lecturer.However,the combined efforts of lecturers’perseverance,knowledge and competence,institutional support,available educational resources,and positive evolution of identity may prevent lecturers’imagined communities from collapsing,and possibly facilitate a shift in identification from“struggling teacher”to“determined teacher.”Relevant implications for teaching Chinese and teacher education are discussed. 展开更多
关键词 Chinese language teaching imagined community IDENTITY
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World Class Elite Breaststrokers Downward Kick EMG Muscle Activity of the Gluteus Maximus, Quadriceps Femoris, Hamstring, Gastrocnemius Medialis, Rectus Abdominal, and Erector Spinae
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作者 Takahisa Ide William F.Johnson +10 位作者 Sadafumi Takise Noriko Inada Hiromasa Fujimori Takeharu Fujimori Emi Moronuki Ai Soma Kazuki Watanabe Asahi Nagahata Iryna Glavnyk Mark Nikolaev Bogdan Plavin 《Psychology Research》 2024年第2期64-69,共6页
This study analyzed the difference between using a downward breaststroke kick and a horizontal breaststroke kick in a sample of world class elite swimmers.We compared average muscle activity of the gluteus maximus,qua... This study analyzed the difference between using a downward breaststroke kick and a horizontal breaststroke kick in a sample of world class elite swimmers.We compared average muscle activity of the gluteus maximus,quadriceps femoris(vastus medialis and rectus femoris),hamstring/long head of the biceps femoris,gastrocnemius medialis,rectus abdominal,and erector spinae when using the downward breaststroke kick technique.We find that when this sample of swimmers utilized the downward breaststroke kick,max speed and velocity per stroke increased,measured by 12,788 EMG samples,where the results are highly correlated to duration of the aerodynamic buoyant force in breaststroke kick technique.The increases in performance observed from measuring the world class elite swimmers is highly correlated to the duration of the kick aerodynamic buoyant force.Among this sample of elite swimmers,the longer a swimmer demonstrates a buoyant force breaststroke kick,the lower the time in a 100 breaststroke. 展开更多
关键词 swimming breaststroke downward kick EMG imagination world class elite swimmers
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Knowledge Is Invented: Addressing Invention and the Art of Saying in the Psychoanalytic Field
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作者 Ana Lúcia Mandelli de Marsillac 《Philosophy Study》 2024年第3期97-105,共9页
In the Freudian-Lacanian field,there is an important distinction between knowledge and truth.The truth,of an unconscious nature,is something that inhabits us,directs us,but that escapes us.Knowledge,in turn,is somethi... In the Freudian-Lacanian field,there is an important distinction between knowledge and truth.The truth,of an unconscious nature,is something that inhabits us,directs us,but that escapes us.Knowledge,in turn,is something to be invented,from the hole of the Real,the Unconscious truth,and the subjective experience.The relationships between playing,creating,and fantasizing;the dimension of the uncanny,fiction,and imagination in subjectivity;the invention of knowledge of oneself,derived from the pains and flavors of being who one is,are creative dimensions that inhabit the subject,permeate the analytical act,and transversalize psychoanalysis.In the practice,we listen to and witness processes of analysis that awaken an invention/reinvention of oneself,in the process of remembering,repeating,and elaborating,but also in what the transference relationship summons.Knowledge of oneself,does not guarantee a life without mishaps,sadness,and illusions,but allows the invention and recognition of knowledge and a style.The concept of Sinthome(2007),coined by Jacques Lacan,comes in the wake of the processes of self-invention and is a knowing-doing with the symptom,with the paradoxes of joyful suffering,producing,as a result,an art of saying.Therefore,in this communication,I will articulate elements of theory,practice,and psychoanalytic experience that allow us to expand knowledge of the themes of invention and imagination articulated with the concept of sinthome,their relationships with subjectivity,and the direction of psychoanalytic treatment. 展开更多
关键词 PSYCHOANALYSIS INVENTION IMAGINATION KNOWLEDGE sinthome
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A Cautionary View of Rhetoric about China's Imagined Future in Liu Cixin's Alternate History "The Western Ocean"
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作者 Hua LI 《Frontiers of Literary Studies in China-Selected Publications from Chinese Universities》 2016年第2期184-203,共20页
This article examines Liu Cixin's "The Western Ocean" (Xiyan~, a story in which Liu satirizes Zheng He's voyages into the Indian Ocean and presents an alternate history of China from the fifteenth century to the ... This article examines Liu Cixin's "The Western Ocean" (Xiyan~, a story in which Liu satirizes Zheng He's voyages into the Indian Ocean and presents an alternate history of China from the fifteenth century to the present. The combination of China's imagined future and the historical memory of its past provides a political and social commentary on the Chinese narrative of "peaceful rise." "The Western Ocean" is also a good example of how the subgenre of alternate history can become a tool for Chinese writers to tactfully express their concerns and criticism of contemporary world politics while strict restrictions on the media and internet, as well as self-censorship among PtLC intellectuals in general, still prevail in the country. 展开更多
关键词 Liu Cixin alternate history Zheng He China imagined future
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Large language models and scientific publishing
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作者 Ronald Rousseau Liying Yang +1 位作者 Johan Bollen Zhesi Shen 《Journal of Data and Information Science》 CSCD 2023年第1期1-1,共1页
ChatGPT and similar large language models(LLMs)have rapidly caught the sci-entific and popular imagination,inviting reflections on their potential and risk for science(Grimaldi&Ehrler,2023;Nature,2023;Thorp,2023;v... ChatGPT and similar large language models(LLMs)have rapidly caught the sci-entific and popular imagination,inviting reflections on their potential and risk for science(Grimaldi&Ehrler,2023;Nature,2023;Thorp,2023;van Dis et al.,2023). 展开更多
关键词 LANGUAGE PUBLISHING IMAGINATION
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Diffusion tensor imaging of horizontal extraocular muscles in patients with concomitant and paralytic esotropia
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作者 Ming-Hao Chen Jian-Hua Yan 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2023年第8期1350-1355,共6页
AIM:To assess metrics of diffusion tensor imagining(DTI)in evaluating microstructural abnormalities of horizontal extraocular muscles(EOM)in esotropia.METHODS:Six adult concomitant esotropia patients,5 unilateral abdu... AIM:To assess metrics of diffusion tensor imagining(DTI)in evaluating microstructural abnormalities of horizontal extraocular muscles(EOM)in esotropia.METHODS:Six adult concomitant esotropia patients,5 unilateral abducent paralysis patients and 2 healthy volunteers were enrolled.Conventional magnetic resonance imaging(MRI)and DTI were performed on all subjects using 3T MR scanner.Fractional anisotropy(FA),mean diffusivity(MD),axial diffusivity(AD),and radial diffusivity(RD)of medial and lateral rectus muscles were measured and compared between patients group and control group.RESULTS:Medial rectus MD and RD within the adducted eye of concomitant patients was significantly greater than that in unilateral abducent paralysis patients(0.259×10-2 mm^(2)/s vs 0.207×10-2 mm^(2)/s,P=0.014;0.182×10-2 mm^(2)/s vs 0.152×10-2 mm^(2)/s,P=0.017).Both strabismus patients showed a significantly decreased MD and AD than that obtained in normal controls for lateral rectus muscles(P<0.05).Medial rectus MD of the adducted eye in concomitant strabismus patients was significantly decreased than that in healthy controls(0.259×10-2 mm^(2)/s vs 0.266×10-2 mm^(2)/s,P=0.010).Lateral rectus AD of the adducted eye in concomitant strabismus patients was significantly decreased as compared with that in healthy controls(0.515×10-2 mm^(2)/s vs 0.593×10-2 mm^(2)/s,P=0.013).No statistically significant differences were present between the adducted and fixating eyes in concomitant strabismus patients.CONCLUSION:DTI represents a feasible technique to assess tissue characteristics of EOM.The effects of eye position changes on DTI parameters are subtle.Decreased MD and RD could be evidence for remodeling of the medial rectus muscle contracture.Lower medial and lateral recuts MD of concomitant esotropia patients indicates a thinner fibrous structure of the EOM.Lower MD and AD should be general character of esotropia. 展开更多
关键词 diffusion tensor imagining extraocular muscle ESOTROPIA STRABISMUS
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The Renaissance London in Verses and The Political Imagination of The Rise of Britain
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作者 LONG Xiao-mei 《Journal of Literature and Art Studies》 2023年第6期428-438,共11页
Cities are co-built spaces by natural environment and human activities, and their formation and development rely on human activities. City spaces, according to Henri Lefebvre, are not only tangible and perceivable, bu... Cities are co-built spaces by natural environment and human activities, and their formation and development rely on human activities. City spaces, according to Henri Lefebvre, are not only tangible and perceivable, but also heterogeneous, which can be reconstructed. London, as the most ancient city and the political, economic and cultural center of Britain, was depicted in verses of different periods, within which its landscape and city spaces took on different visions and had been endowed with various meanings. The heterogeneous London city spaces reveal historical changes, and, at the same time, reflect how the literary writers understand, perceive and expect from the city. From the Renaissance verses, readers can not only see what the London city was like in realistic writings, but also the imagined spaces based on the reconstructed history, which are the embodiment of the writers’ geopolitical imagination. 展开更多
关键词 LONDON space political writing geopolitical imagination
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Chinese Documentaries
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《China Today》 2023年第5期55-55,共1页
Meet the Chinese Characters Chinese characters have played a pivotal role in connecting changes over China’s 5,000-year long history.They portray the extraordinary imaginations and romantic feelings,as well as pass o... Meet the Chinese Characters Chinese characters have played a pivotal role in connecting changes over China’s 5,000-year long history.They portray the extraordinary imaginations and romantic feelings,as well as pass on the timeless wisdom and life philosophy of the Chinese people.The documentary series tells the stories behind Chinese characters in five-minute short video episodes.Starting with the form and meaning of the characters,each episode combines scenes,interviews,and animation simulation to vividly showcase the cultural origins of the characters created so long ago and bring them back to life. 展开更多
关键词 COMBINE CHARACTERS IMAGINATION
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ERDAS在土地整理土方量计算中的运用 被引量:30
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作者 胡振琪 高永光 +3 位作者 李江新 刘文新 于来双 王建 《中国土地科学》 CSSCI 北大核心 2006年第1期50-54,共5页
研究目的:为了实现土地整理中土方量计算的准确、快速、方便和自动化。研究方法:应用数字高程模型(DEM)原理,结合土方量计算的方格网法,借助ERDAS IM AGINE遥感图像处理软件,建立土方量计算模型。研究结果:以江西省九江县港口街镇土地... 研究目的:为了实现土地整理中土方量计算的准确、快速、方便和自动化。研究方法:应用数字高程模型(DEM)原理,结合土方量计算的方格网法,借助ERDAS IM AGINE遥感图像处理软件,建立土方量计算模型。研究结果:以江西省九江县港口街镇土地整理项目为例介绍了计算的详细步骤,计算结果比专家论证批复的项目设计土方量大4.4%。研究结论:该方法计算土方量是可行的,能够实现土方量的计算机辅助计算。 展开更多
关键词 土地复垦 土地整理 土方量 ERDAS IMAGINE
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基于ERDAS IMAGINE的数字正射影像图的制作 被引量:33
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作者 官云兰 周世健 鲁铁定 《测绘通报》 CSCD 北大核心 2005年第12期31-33,共3页
ERDAS IMAGINE是美国ERDAS公司开发的专业遥感处理与地理信息系统软件,具有图像处理、虚拟地理信息、3维建模及支持数字摄影测量等强大的功能。以航空影像为例,阐述利用ERDAS IMAGINE 8.6制作正射影像图的方法,进一步指出制作过程中的... ERDAS IMAGINE是美国ERDAS公司开发的专业遥感处理与地理信息系统软件,具有图像处理、虚拟地理信息、3维建模及支持数字摄影测量等强大的功能。以航空影像为例,阐述利用ERDAS IMAGINE 8.6制作正射影像图的方法,进一步指出制作过程中的一些注意事项。 展开更多
关键词 数字正射影像图 ERDAS IMAGINE 数字纠正
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基于TM影像的森林病虫灾害遥感监测系统 被引量:13
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作者 刘清旺 武红敢 +2 位作者 石进 蒋丽雅 叶勤文 《遥感信息》 CSCD 2007年第2期46-49,97,共5页
利用TM影像可以进行森林病虫灾害的监测,但是操作过于复杂,无法在生产单位进行推广应用。为此,本文根据实际的工作流程,采用ERDAS IMAGINE遥感图像处理软件作为基础平台,设计开发了一个森林病虫灾害遥感监测系统。该系统以安徽省作为示... 利用TM影像可以进行森林病虫灾害的监测,但是操作过于复杂,无法在生产单位进行推广应用。为此,本文根据实际的工作流程,采用ERDAS IMAGINE遥感图像处理软件作为基础平台,设计开发了一个森林病虫灾害遥感监测系统。该系统以安徽省作为示范应用区,依据当地的马尾松毛虫灾害监测经验知识,建立了相应的森林病虫灾害模型,通过输入多时相TM影像,提取灾害信息。系统操作简便实用,较好地实现了森林灾害信息的自动处理,具有很大的实用价值。 展开更多
关键词 TM影像 森林病虫灾害 监测系统 ERDAS IMAGINE
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叠加分类及其在冀太行山区土地利用类型遥感解译中的应用 被引量:5
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作者 葛静茹 秦安臣 +4 位作者 赵雄伟 孙秋华 李明 张锐 贾哲 《浙江林学院学报》 CSCD 北大核心 2007年第6期681-685,共5页
计算机遥感解译方法主要包括监督分类和非监督分类2种,但两者均具有一定局限性。为了更精确地获取土地利用类型信息,在分别采用监督分类与非监督分类的基础上,提出了叠加分类的遥感解译方法。此方法的关键在于,叠加分类时对叠加图像进... 计算机遥感解译方法主要包括监督分类和非监督分类2种,但两者均具有一定局限性。为了更精确地获取土地利用类型信息,在分别采用监督分类与非监督分类的基础上,提出了叠加分类的遥感解译方法。此方法的关键在于,叠加分类时对叠加图像进行部分重新编码,即只对监督分类与非监督分类中的典型地物进行重新编码,这样会使监督分类图与非监督分类图进行较为充分的叠加,叠加后再进行重新编码,以保证良好的分类效果。以河北省太行山区为对象进行了案例研究,对监督分类、非监督分类和叠加分类进行了比较分析。研究结果表明,叠加分类效果最好,具有操作简单,人为影响较小,精度较高等优点。 展开更多
关键词 土地利用类型 遥感 叠加分类 图像解译 ERDAS Imagine软件
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基于ERDAS的SPOT5卫星影像正射校正方法研究 被引量:8
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作者 刘善伟 万剑华 +2 位作者 张杰 马毅 任广波 《海洋测绘》 2008年第4期30-33,共4页
海岛海岸带卫星遥感调查与评价项目以高分辨率卫星遥感影像数据为基础。项目区块地形有一半为山地和丘陵,地形起伏较大,常规的几何校正难以消除因地形起伏引起的影像几何变形,必须进行正射校正。根据现有数据特点和项目要求,提出了可行... 海岛海岸带卫星遥感调查与评价项目以高分辨率卫星遥感影像数据为基础。项目区块地形有一半为山地和丘陵,地形起伏较大,常规的几何校正难以消除因地形起伏引起的影像几何变形,必须进行正射校正。根据现有数据特点和项目要求,提出了可行的正射校正流程,基于SPOT5物理模型对融合影像进行正射校正,实验校正结果完全满足精度要求。 展开更多
关键词 SPOT5影像 ERDAS IMAGINE 9.1 DEM 坐标系统转换 正射校正
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PCI gxl与ERDAS Imagine在西部地理国情普查DOM生产中的对比研究 被引量:5
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作者 孟小梅 谢三五 +3 位作者 李昕 杨红艳 朱仁义 周涛 《测绘通报》 CSCD 北大核心 2015年第8期63-65,86,共4页
PCI gxl和ERDAS Imagine是目前数字正射影像(DOM)生产中常用的应用软件。本文通过西部地理国情普查DOM的生产,对两种软件平台进行了详细的生产技术对比和细节分析,总结阐述了两者在生产中的实际应用情况,以为类似困难地区的DOM生产提供... PCI gxl和ERDAS Imagine是目前数字正射影像(DOM)生产中常用的应用软件。本文通过西部地理国情普查DOM的生产,对两种软件平台进行了详细的生产技术对比和细节分析,总结阐述了两者在生产中的实际应用情况,以为类似困难地区的DOM生产提供借鉴。 展开更多
关键词 西部地理国情普查 生产流程 DOM PCI gxl ERDAS IMAGINE
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ERDAS IMAGINE在采煤沉陷地复垦土方量计算中的应用 被引量:6
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作者 赵艳玲 胡振琪 +1 位作者 高永光 陈宝政 《矿业研究与开发》 CAS 北大核心 2005年第2期80-82,共3页
根据采煤沉陷地复垦施工工艺的特点,提出一种利用ERDASIMAGINE遥感图像处理软件实现土方量自动计算的方法,为采煤沉陷地复垦的规划设计、总投资控制和资金分配提供准确的依据。介绍了该方法的计算原理和计算步骤。
关键词 采煤 沉陷地复垦 土方量 ERDAS IMAGINE 数字高程模型
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典型喀斯特地区城市热岛效应遥感反演研究——以喀斯特山区城市贵阳为例 被引量:6
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作者 蔡宏 刘沛 +1 位作者 宋建波 曾昭振 《地球与环境》 CAS CSCD 北大核心 2011年第2期246-250,共5页
随着城市化进程的加速,城市热岛效应越来越受到人们重视。喀斯特地区以其独特的地貌特征,表现出不同的热岛形成和分布情况。本文采用覆盖贵阳市的2001年ETM+和2007年TM遥感影像,进行亮度温度反演,分析热岛分布和形成原因。研究表明:除... 随着城市化进程的加速,城市热岛效应越来越受到人们重视。喀斯特地区以其独特的地貌特征,表现出不同的热岛形成和分布情况。本文采用覆盖贵阳市的2001年ETM+和2007年TM遥感影像,进行亮度温度反演,分析热岛分布和形成原因。研究表明:除了常规热岛外,在贵阳市还广泛存在着与喀斯特的分布和石漠化的形成有着密切联系的异常热岛区,且后者对贵阳市的整个热环境的影响大于前者。 展开更多
关键词 城市热岛效应 遥感 喀斯特 Landsat 亮温 ERDAS IMAGINE
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Imagine流处理器上流的优化组织方法 被引量:4
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作者 杨学军 曾丽芳 +1 位作者 邓宇 唐玉华 《计算机学报》 EI CSCD 北大核心 2008年第7期1092-1100,共9页
流应用的特点以及传统处理器在处理流应用上的不足,使得支持数据并行的流处理器的设计成为当前体系结构研究领域的一个热点.文中针对Imagine流处理器体系结构的特点,提出了流分割和流压缩两种流的优化组织方法.模拟结果表明,流分割和流... 流应用的特点以及传统处理器在处理流应用上的不足,使得支持数据并行的流处理器的设计成为当前体系结构研究领域的一个热点.文中针对Imagine流处理器体系结构的特点,提出了流分割和流压缩两种流的优化组织方法.模拟结果表明,流分割和流压缩使得流应用程序能充分利用Imagine的并行结构、流水结构和多级带宽存储结构,从而减少流程序的执行时间. 展开更多
关键词 Imagine流处理器 流应用 流优化 流分割 流压缩
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ERDAS IMAGINE8.4中影像几何校正法初探——以清江流域为例 被引量:13
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作者 范运年 任波 周建中 《计算机仿真》 CSCD 2003年第10期49-51,135,共4页
该文针对"数字清江"基础数据用到的SPOT卫星遥感数据,简要论述了SPOT数据在ERDAS环境下几何校正的基本原理、方法,为SPOT影像在流域系统中的进一步应用做准备。
关键词 影像几何校正法 卫星遥感影像 清江流域 IMAGINE8.4 ERDAS
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基于ERDAS IMAGINE软件的CCD影像几何精校正方法初探——以哈密地区为例 被引量:2
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作者 徐仕琪 张晓帆 +1 位作者 周可法 赵同阳 《新疆地质》 CAS CSCD 2007年第2期216-220,共5页
遥感图像的几何精校正是遥感图像应用的基础工作,初步探讨了利用ERDAS IMAGINE软件对哈密地区CCD影像进行几何精校正的方法.用ERDAS IMAGINE软件进行几何精校正,影响因素主要表现在GCP的数量、分布和定位精度.此外校正方法不同,影像的... 遥感图像的几何精校正是遥感图像应用的基础工作,初步探讨了利用ERDAS IMAGINE软件对哈密地区CCD影像进行几何精校正的方法.用ERDAS IMAGINE软件进行几何精校正,影响因素主要表现在GCP的数量、分布和定位精度.此外校正方法不同,影像的纠正精度也不同. 展开更多
关键词 ERDAS IMAGINE CCD影像 几何精校正 GCP
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