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Reflections on the Return of the China-Japan Relationship to the Normal Track
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作者 Huang Dahui 《Contemporary International Relations》 2020年第1期31-49,共19页
The China-Japan relationship has swung between deterioration and improvement in the 21st century while Japanese leaders'cognition and Japanese public opinion remain operative at a deep level.The return of the bila... The China-Japan relationship has swung between deterioration and improvement in the 21st century while Japanese leaders'cognition and Japanese public opinion remain operative at a deep level.The return of the bilateral relationship in 2018 to the normal development track was aided by Japan's shift toward coordination,China's re-shaped policy,and a boost by the Trump administration.Though the China-Japan relationship will continue improving in the short run,it is unlikely“deterioratiomimprovcment”cycles will end since too many glaring structural contradictions exist.While memories of their intense history and today's territorial issues linger,the fluctuation of Japan*s diplomatic options and weak Japanese public opinion for improved relations with China will continue the same cyclical,but not forward,momentum. 展开更多
关键词 china-japan relations policy toward JAPAN China's DIPLOMACY US factor
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Robust Radiometric Normalization of the near Equatorial Satellite Images Using Feature Extraction and Remote Sensing Analysis
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作者 Hayder Dibs Shattri Mansor +1 位作者 Noordin Ahmad Nadhir Al-Ansari 《Engineering(科研)》 CAS 2023年第2期75-89,共15页
Relative radiometric normalization (RRN) minimizes radiometric differences among images caused by inconsistencies of acquisition conditions rather than changes in surface. Scale invariant feature transform (SIFT) has ... Relative radiometric normalization (RRN) minimizes radiometric differences among images caused by inconsistencies of acquisition conditions rather than changes in surface. Scale invariant feature transform (SIFT) has the ability to automatically extract control points (CPs) and is commonly used for remote sensing images. However, its results are mostly inaccurate and sometimes contain incorrect matching caused by generating a small number of false CP pairs. These CP pairs have high false alarm matching. This paper presents a modified method to improve the performance of SIFT CPs matching by applying sum of absolute difference (SAD) in a different manner for the new optical satellite generation called near-equatorial orbit satellite and multi-sensor images. The proposed method, which has a significantly high rate of correct matches, improves CP matching. The data in this study were obtained from the RazakSAT satellite a new near equatorial satellite system. The proposed method involves six steps: 1) data reduction, 2) applying the SIFT to automatically extract CPs, 3) refining CPs matching by using SAD algorithm with empirical threshold, and 4) calculation of true CPs intensity values over all image’ bands, 5) preforming a linear regression model between the intensity values of CPs locate in reverence and sensed image’ bands, 6) Relative radiometric normalization conducting using regression transformation functions. Different thresholds have experimentally tested and used in conducting this study (50 and 70), by followed the proposed method, and it removed the false extracted SIFT CPs to be from 775, 1125, 883, 804, 883 and 681 false pairs to 342, 424, 547, 706, 547, and 469 corrected and matched pairs, respectively. 展开更多
关键词 relative Radiometric normalization Scale Invariant Feature Transform Automatically Extraction Control Points Sum of Absolute Difference
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China-Japan Security Relations and China's Countermeasures
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作者 Meng Xiaoxu 《Contemporary International Relations》 2017年第3期89-112,共24页
Security relations are crucial in China-Japan relations. Since the"nationalization"of the Diaoyu Islands by Japan in 2012, mutual trust between China and Japan has been declining, and bilateral security rela... Security relations are crucial in China-Japan relations. Since the"nationalization"of the Diaoyu Islands by Japan in 2012, mutual trust between China and Japan has been declining, and bilateral security relations have reached a low point. China-Japan security relations are typified by ongoing dispute over the Diaoyu Islands, lack of mutual trust exacerbated by various actions by Japan, and the delay of China-Japan security dialogues. The evolution of China-Japan security relations derived from the Diaoyu Islands dispute is clearly beyond the scope of the dispute itself, with deep-rooted internal and external factors. In the near future,China-Japan security relations will face more challenges than opportunities. China should take measures, including enhancing mutual trust in politics and security between the two countries, to impose necessary pressure on Japan to change course, to win over neighboring countries so as to avoid pretext for Japan's intervention in regional issues,and to strengthen interpersonal communication and understanding between people of the two countries in order to stabilize security relations. 展开更多
关键词 mutual trust on security Abe administration security relations china-japan relations
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Koizumi's Yasukuni Visits,China-Japan Relations And Japan's International Image
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作者 Zhou Xingbao is Senior Research Fellow at China Institute of International Studies. 《China International Studies》 2006年第3期114-124,共11页
Early on the morning of August 15, 2006, which was the 61st anniversary of Japan’s surrender in the Second World War, Junichiro Koizumi dressed himself up in a formal tuxedo jacket with coattails and paid his sixth a... Early on the morning of August 15, 2006, which was the 61st anniversary of Japan’s surrender in the Second World War, Junichiro Koizumi dressed himself up in a formal tuxedo jacket with coattails and paid his sixth and also the last visit to the Yasukuni Shrine in his official capacity as Japan’s prime minister. Koizumi’s deliberate action taken amidst the strong protests from people both in and outside Japan has 展开更多
关键词 Koizumi’s Yasukuni Visits china-japan relations And Japan’s International Image
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Two-Dimensional Numerical Simulation of the DC Glow Discharge in the Normal Mode and with Einstein’s Relation of Electron Diffusivity 被引量:1
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作者 A.BOUCHIKHI 《Plasma Science and Technology》 SCIE EI CAS CSCD 2012年第11期965-973,共9页
This paper presents an investigation of a DC glow discharge at low pressure in the normal mode and with Einstein's relation of electron diffusivity. Two-dimensional distributions in Cartesian geometry are presented i... This paper presents an investigation of a DC glow discharge at low pressure in the normal mode and with Einstein's relation of electron diffusivity. Two-dimensional distributions in Cartesian geometry are presented in the stationary state, including electric potential, electron and ion densities, longitudinal and transverse electrics fields as well as electron temperature. Our results are compared with those obtained in existing literature. The model used in this work is based on the first three moments of Boltzmann's equation. They serve as the continuity equation, the momentum transfer and the energy equations. The set of equations for charged particles presented in monatomic argon gas are coupled in a self-consistent way with Poisson's equation. A parametric study varying the cathode voltage, gas pressure, and secondary electron emission coefficient predicts many of the well-known features of DC discharges. 展开更多
关键词 normal glow discharge Boltzmann's equation Poisson's equation electrondiffusivity Einstein's relation
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Advancing Public Diplomacy during Cold Sino-Japan Relations A Case Study of the Confucius Institute at Ritsumeikan
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作者 Fan Qiang Zhang Yun 《Contemporary International Relations》 2017年第5期49-60,共12页
Tense political relations are seen as a barrier to China's public diplomacy with Japan.Despite various setbacks,Confucius Institutes,a classic example of public diplomacy,have continued to stay open in Japan.This ... Tense political relations are seen as a barrier to China's public diplomacy with Japan.Despite various setbacks,Confucius Institutes,a classic example of public diplomacy,have continued to stay open in Japan.This paper uses the Confucius Institute at Ritsumeikan(CIR) as a case study to explore how public diplomacy can be carried out when political relations between China and Japan are cold.It concludes that cold political relations do not necessarily mean public diplomacy will fail.Good cooperation with Japanese partners can bring positive results.Also,choosing the right partner is important;government "interference" should be avoided.Finally,China should deal with each Confucius Institute differently,and Japanese universities' enthusiasm should be stimulated through encouragement and retreat mechanisms. 展开更多
关键词 Cold political relations public diplomacy CIR china-japan relations
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Prevalence of Metabolic Obese Normal Weight and Related Risk Factors in South China
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作者 Xuehua LUO Zien LIANG +7 位作者 Yan LI Qingbin WU Zhiqiang PAN Yuqing LIANG Lingyu LI Juanjuan MAI Huijun XIE Li HAN 《Medicinal Plant》 CAS 2021年第2期74-78,共5页
[Objectives]Metabolic obese normal weight(MONW)is becoming one of the pubic problems which are threatening human health.Whereas,MONW was facing a great challenge for limited attention,especially for the female in Chin... [Objectives]Metabolic obese normal weight(MONW)is becoming one of the pubic problems which are threatening human health.Whereas,MONW was facing a great challenge for limited attention,especially for the female in China.The aim of this research was to estimate the prevalence of MONW and its related risk components in South China.[Methods]A community-based cross-sectional study was performed on 3349 residents aged 18-93 years in The First Affiliated Hospital of Jinan University,Guangzhou,China,in 2019.Data was collected by physical examination data which included physical measurements and laboratory examinations.[Results]In all subjects,55%were females(M/F=1509/1840).The prevalence of MONW was 16.09%(0.04%for male,16.05%for female,P<0.001).The prevalence increased significantly with increasing age in both genders(P<0.001).The binary logistic regression analysis shows that among the risk factors with MONW,age,BMI,gender,systolic pressure,hypertension[Male:ORs=2.56,95%CI(1.23,5.32);Female:ORs=2.88,95%CI(1.76,4.71)]and hypertriglyceridemia[Male:ORs=3.23,95%CI(1.67,6.19);Female:ORs=2.57,95%CI(1.64,4.03)]were found to be statistically significant.The level of ALT in MONW group was(27.88±15.85)in male and(24.33±15.75)in female,which were significantly higher than those in the non-MetS group.[Conclusions]The prevalence of MONW was pretty high.We considered MONW be significantly associated with the increase of ALT.Female gender,advanced age,and elevated ALT were independent risk factors for MONW.It was high time that the government should raise the public attention toward metabolic function in normal weight population.Effective prevention and treatment strategies for MONW and its risk factors should be developed targeting different ages and genders. 展开更多
关键词 Metabolic Obese normal Weight PREVALENCE related risk factor
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双关系预测与特征融合的实体关系抽取模型
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作者 沈健 夏鸿斌 刘渊 《智能系统学报》 CSCD 北大核心 2024年第2期462-471,共10页
现有分阶段解码的实体关系抽取模型仍存在着阶段间特征融合不充分的问题,会增大曝光偏差对抽取性能的影响。为此,提出一种双关系预测和特征融合的实体关系抽取模型(entity relation extraction model with dual relation prediction and... 现有分阶段解码的实体关系抽取模型仍存在着阶段间特征融合不充分的问题,会增大曝光偏差对抽取性能的影响。为此,提出一种双关系预测和特征融合的实体关系抽取模型(entity relation extraction model with dual relation prediction and feature fusion,DRPFF),该模型使用预训练的基于Transformer的双向编码表示模型(bidirectional encoder representation from transformers,BERT)对文本进行编码,并设计两阶段的双关系预测结构来减少抽取过程中错误三元组的生成。在阶段间通过门控线性单元(gated linear unit,GLU)和条件层规范化(conditional layer normalization,CLN)组合的结构来更好地融合实体之间的特征。在NYT和WebNLG这2个公开数据集上的试验结果表明,该模型相较于基线方法取得了更好的效果。 展开更多
关键词 实体关系抽取 关系三元组 预训练模型 双关系预测 指针网络 特征融合 门控线性单元 条件层规范化
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1949—1978年天津市对日交往历程、特点及启示
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作者 邹宇 《日本问题研究》 2024年第3期37-45,共9页
1949—1978年天津市对日交往是中日交往的重要组成部分,也是地方外事服务国家外交工作的典型表现。天津市30年的对日交往,符合中日关系发展的整体脉络和阶段性特点,也经历了“初始交往”“民间交往”“半官半民”“正常交往”四个发展阶... 1949—1978年天津市对日交往是中日交往的重要组成部分,也是地方外事服务国家外交工作的典型表现。天津市30年的对日交往,符合中日关系发展的整体脉络和阶段性特点,也经历了“初始交往”“民间交往”“半官半民”“正常交往”四个发展阶段,体现了和平友好的交往主题和互惠互利的交往原则,为新中国成立后中日建立最初联系、推动中日民间往来、促成中日邦交正常化做出了贡献,也为改革开放后的天津市对日交往提供了实践经验。1949—1978年以天津市为代表的地方对日交往奠定了中日民间交往的基础,为促进中日友好,巩固和发展中日关系做出了历史贡献。 展开更多
关键词 天津市 日本 中日关系 中日邦交正常化 《中日和平友好条约》
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Research on evaluations of several grey relational models adapt to grey relational axioms 被引量:35
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作者 Xie Naiming Liu Sifeng 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第2期304-309,共6页
Grey relational analysis is an important part of the grey systems theory, and it is the basis of the grey clustering analysis, grey decision-making and grey controlling. To research whether grey relational models sati... Grey relational analysis is an important part of the grey systems theory, and it is the basis of the grey clustering analysis, grey decision-making and grey controlling. To research whether grey relational models satisfy the four grey relational theorems, several kinds of grey relational models are commented. Some problems including the properties of normality, pair symmetry and wholeness are discussed. The phenomenon that the lower value of almost each grey relational model is not equal to zero is proved. The contradiction problems between the properties of wholeness and pair symmetry are verified. Finally, several propositions are constructed to explain the above problems. 展开更多
关键词 grey relational analysis grey system normalITY WHOLE SYMMETRY
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Generalized Szasz Problems in Normal Classes of Algebras
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作者 王尧 牛凤文 《Northeastern Mathematical Journal》 CSCD 2004年第2期225-235,共11页
Let A be a normal class of algebras. In the present paper, we characterize the following four problems for A: for which radical class R, there holds that(1) R(i1∧i2) = R(i1)∧R(i2);(2) R(i1∨i2) = R(i1)∨R(i2);(3) (i... Let A be a normal class of algebras. In the present paper, we characterize the following four problems for A: for which radical class R, there holds that(1) R(i1∧i2) = R(i1)∧R(i2);(2) R(i1∨i2) = R(i1)∨R(i2);(3) (i1∧i2) =i1∧i2;(4) (i1∨i2) = i1∨i2, for arbitrary algebra a∈A and any i1,i2∈La,where j denotes the ideal of a uniquely determined by R(a/j) = j/j? 展开更多
关键词 normal class of algebra LATTICE equivalence relation RADICAL
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Estimation of Distribution Function Based on Presmoothed Relative-Risk Function
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作者 Abdurakhim Akhmedovich Abdushukurov Sukhrob Bakhodirovich Bozorov Dilshod Ravilovich Mansurov 《Applied Mathematics》 2022年第2期191-204,共14页
In this article, the lifetime data subjecting to right random censoring is considered. Nonparametric estimation of the distribution function based on the conception of presmoothed estimation of relative-risk function ... In this article, the lifetime data subjecting to right random censoring is considered. Nonparametric estimation of the distribution function based on the conception of presmoothed estimation of relative-risk function and the properties of the estimator by using methods of numerical modeling are discussed. In the model under consideration, the estimates were compared using numerical methods to determine which of the estimates is actually better. 展开更多
关键词 Random Censorship Product-Limit relative Risk Presmoothed Proportional Hazards Asymptotic Representation Strong Consistency Asymptotic normality
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关于维生素D_(2)有关物质检查方法的探讨 被引量:1
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作者 李婕 袁松 +1 位作者 黄海伟 陈华 《中国药品标准》 CAS 2023年第1期72-76,共5页
目的:探讨维生素D_(2)有关物质的各种检测方法。方法:采用高效液相色谱法,分别考察《中国药典》项下的正相色谱方法和《欧洲药典》项下的反相色谱方法,对维生素D_(2)有关物质检测结果的影响。结果:采用反相色谱系统,能够更多检出维生素D... 目的:探讨维生素D_(2)有关物质的各种检测方法。方法:采用高效液相色谱法,分别考察《中国药典》项下的正相色谱方法和《欧洲药典》项下的反相色谱方法,对维生素D_(2)有关物质检测结果的影响。结果:采用反相色谱系统,能够更多检出维生素D_(2)中的有关物质。结论:反相色谱方法更适用于维生素D_(2)的有关物质检测。 展开更多
关键词 维生素D_(2) 有关物质 正相色谱 反相色谱
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Vice-President Hu Sishe Attends Commemoration of the 45th Anniversary of Normalization of Relations between China and Japan
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作者 Gao Hui 《Voice of Friendship》 2017年第3期9-10,共2页
Hu Sishe, vice-president of the CPAFFC, led a delegation to Japan to commemorate the 45th anniversary of the normalization of relations be-tween China and Japan and to attend relevant cultural events from May 1 to 5 a... Hu Sishe, vice-president of the CPAFFC, led a delegation to Japan to commemorate the 45th anniversary of the normalization of relations be-tween China and Japan and to attend relevant cultural events from May 1 to 5 at the invitation of the Nanao Japan-China Friendship Society. He 展开更多
关键词 Vice-President Hu Sishe Attends Commemoration of the 45th Anniversary of normalization of relations between China and Japan
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化学师范生对化学相关职业了解的现状调查
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作者 王秋 尚雪 刘畅 《辽宁师范大学学报(自然科学版)》 CAS 2023年第3期346-353,共8页
化学日益渗透于社会、生产、生活各方面,与化学相关的职业众多.化学师范生了解化学相关的职业信息对于化学教学中的职业生涯教育具有重要作用.采用问卷调查与访谈方法,从化学相关职业意识,查找职业的自主性,了解职业的途径,以及具体职... 化学日益渗透于社会、生产、生活各方面,与化学相关的职业众多.化学师范生了解化学相关的职业信息对于化学教学中的职业生涯教育具有重要作用.采用问卷调查与访谈方法,从化学相关职业意识,查找职业的自主性,了解职业的途径,以及具体职业内容的了解等方面调查化学师范生对化学相关职业了解的现状,发现化学师范生普遍具有了解化学相关职业信息的意愿,但了解职业信息的途径单一,了解到的化学职业信息也很少.分析原因,对高师化学教师教育及基础教育化学教学提出建议. 展开更多
关键词 化学师范生 化学相关职业 职业生涯教育 调查研究
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基于过滤机制的链式实体关系抽取模型 被引量:1
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作者 夏鸿斌 沈健 刘渊 《模式识别与人工智能》 EI CSCD 北大核心 2023年第7期590-601,共12页
当前实体关系抽取任务中普遍采用堆叠标注层的方式处理关系重叠问题.这种处理方式中很多关系对应标注层的计算是冗余的,会导致标注矩阵的稀疏化,影响模型的抽取效果.针对上述问题,文中提出基于过滤机制的链式实体关系抽取模型,先通过编... 当前实体关系抽取任务中普遍采用堆叠标注层的方式处理关系重叠问题.这种处理方式中很多关系对应标注层的计算是冗余的,会导致标注矩阵的稀疏化,影响模型的抽取效果.针对上述问题,文中提出基于过滤机制的链式实体关系抽取模型,先通过编码层获得文本的向量特征,再通过五阶段的链式解码结构顺序抽取关系三元组的主体、客体和关系.链式解码结构在避免标注矩阵稀疏化的同时,能够通过过滤机制完成实体和关系的自动对齐.在解码过程中:条件层规范化用于提高阶段间特征的融合程度,减少误差累积的影响;门控单元用于优化模型的拟合性能;首尾分离和关系修正模块用于关系集的多重校验.在公开数据集上的对比实验表明,文中模型取得较优性能. 展开更多
关键词 实体关系抽取 关系三元组 链式解码结构 过滤机制 门控单元 条件层规范化
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REGULAR RELATIONS AND MONOTONE NORMAL ORDERED SPACES 被引量:4
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作者 XUXIAOQUAN LIUYINGMING 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 2004年第2期157-164,共8页
In this paper the classical theorem of Zareckii about regular relations is generalized and an intrinsic characterization of regularity is obtained. Based on the generalized Zareckii theorem and the intrinsic character... In this paper the classical theorem of Zareckii about regular relations is generalized and an intrinsic characterization of regularity is obtained. Based on the generalized Zareckii theorem and the intrinsic characterization of regularity, the authors give a characterization of monotone normality of ordered spaces. A new proof of the UrysohnNachbin lemma is presented which is quite different from the classical one. 展开更多
关键词 Regular relation Complete distributivity Monotone normality
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耳科正常人听阈与年龄的相关性分析 被引量:1
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作者 韩璐檬 赵宵颖 +1 位作者 陈艾婷 冀飞 《中华耳科学杂志》 CSCD 北大核心 2023年第2期133-139,共7页
目的探究耳科正常人低频(0.125kHz、0.25kHz)、言语频率(0.5kHz、1kHz、2kHz、4kHz)、高频(3kHz、4kHz、6kHz、8kHz)和扩展高频(9kHz、10kHz、11.2kHz、12.5kHz、14kHz、16kHz)纯音听阈与年龄相关的发展趋势。方法分别对各年龄符合纳入... 目的探究耳科正常人低频(0.125kHz、0.25kHz)、言语频率(0.5kHz、1kHz、2kHz、4kHz)、高频(3kHz、4kHz、6kHz、8kHz)和扩展高频(9kHz、10kHz、11.2kHz、12.5kHz、14kHz、16kHz)纯音听阈与年龄相关的发展趋势。方法分别对各年龄符合纳入标准的受试者(n=106)进行双耳纯音听阈测试。将纯音测听结果按照低频(0.125kHz、0.25kHz)、言语频率(0.5kHz、1kHz、2kHz、4kHz)、高频(3kHz、4kHz、6kHz、8kHz)、扩展高频(9kHz、10kHz、11.2kHz、12.5kHz、14kHz、16kHz)分为四个组。在以上每个频率组中分别以年龄为横坐标,纯音阈值为纵坐标绘制散点图,观察纯音阈值的发展与“拐点”出现情况。再按照年龄18-25岁、26-35岁、36-45岁、46-55岁、56-65岁、66-75岁、≥76岁分为以上7个组,以年龄组为自变量进行多元线性回归分析。结果观察散点图发现,随年龄上升各频率组纯音阈值均有增长趋势,且随着频率的增加,纯音阈值增长的“拐点”逐渐提前并趋于年轻化。通过年龄段作为自变量的多元线性回归分析,结果显示,56-65岁、66-75岁、76岁以上组是低频组纯音阈值增长的影响因素(P<0.05),46-55岁、56-65岁、66-75岁、76岁以上组是言语频率组纯音阈值增长的影响因素(P<0.05),46-55岁、56-65岁、66-75岁、76岁以上组是高频组阈值增长的影响因素(P<0.05),26-35岁、36-45岁、46-55岁、56-65岁、66-75岁、76岁以上组是扩展高频组阈值增长的影响因素(P<0.05)。结论耳科正常人纯音听阈会随年龄增长出现增长趋势,并且可以观察到“拐点”,“拐点”随纯音测听频率的增加出现提前趋势,其中低频组(0.125kHz、0.25kHz)“拐点”出现在56-65岁年龄组、言语频率组(0.5kHz、1kHz、2kHz、4kHz)“拐点”出现在46-55岁年龄组、高频(3kHz、4kHz、6kHz、8kHz)“拐点”出现在46-55岁年龄组、扩展高频(9kHz、10kHz、11.2kHz、12.5kHz、14kHz、16kHz)“拐点”出现在26-35岁年龄组。 展开更多
关键词 纯音听阈 扩展高频听阈 年龄相关性 耳科正常人
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《中日和平友好条约》缔结45周年:回望与思考 被引量:1
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作者 刘德有 《亚太安全与海洋研究》 2023年第3期1-16,I0002,共17页
1978年《中日和平友好条约》的签署和正式生效,是继中日邦交正常化之后两国关系史上又一件里程碑式的大事,它符合中日两国人民世世代代和平友好的共同愿望,也符合两国人民和亚太地区各国人民的根本利益。回望从两国关系正常化到和平友... 1978年《中日和平友好条约》的签署和正式生效,是继中日邦交正常化之后两国关系史上又一件里程碑式的大事,它符合中日两国人民世世代代和平友好的共同愿望,也符合两国人民和亚太地区各国人民的根本利益。回望从两国关系正常化到和平友好条约缔结的曲折过程,“反霸条款”问题成为条约迟迟未能签订的主要原因。在两国老一辈领导人的决断下,中日友好终于结出硕果——成功地实现了缔约。《中日和平友好条约》的灵魂是和平友好,中心是反对霸权主义和强权政治,条约的精神必须不折不扣地得到信守。 展开更多
关键词 中日和平友好条约 中日关系 中日邦交正常化 缔约谈判 反霸条款 和平友好
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Support vector machine regression(SVR)-based nonlinear modeling of radiometric transforming relation for the coarse-resolution data-referenced relative radiometric normalization(RRN) 被引量:1
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作者 Jing Geng Wenxia Gan +2 位作者 Jinying Xu Ruqin Yang Shuliang Wang 《Geo-Spatial Information Science》 SCIE CSCD 2020年第3期237-247,I0004,共12页
Radiometric normalization,as an essential step for multi-source and multi-temporal data processing,has received critical attention.Relative Radiometric Normalization(RRN)method has been primarily used for eliminating ... Radiometric normalization,as an essential step for multi-source and multi-temporal data processing,has received critical attention.Relative Radiometric Normalization(RRN)method has been primarily used for eliminating the radiometric inconsistency.The radiometric trans-forming relation between the subject image and the reference image is an essential aspect of RRN.Aimed at accurate radiometric transforming relation modeling,the learning-based nonlinear regression method,Support Vector machine Regression(SVR)is used for fitting the complicated radiometric transforming relation for the coarse-resolution data-referenced RRN.To evaluate the effectiveness of the proposed method,a series of experiments are performed,including two synthetic data experiments and one real data experiment.And the proposed method is compared with other methods that use linear regression,Artificial Neural Network(ANN)or Random Forest(RF)for radiometric transforming relation modeling.The results show that the proposed method performs well on fitting the radiometric transforming relation and could enhance the RRN performance. 展开更多
关键词 Support Vector machine Regression(SVR) non-linear radiometric transforming relation relative Radiometric normalization(RRN) multi-source data
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