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基于结构自相似性和形变块特征的单幅图像超分辨率算法 被引量:3
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作者 向文 张灵 +1 位作者 陈云华 姬秋敏 《计算机应用》 CSCD 北大核心 2019年第1期275-280,共6页
针对单幅图像超分辨率(SR)复原样本资源不足和抗噪性差的问题,提出一种基于结构自相似和形变块特征的单幅图像超分辨率算法。首先,该方法通过构建尺度模型,尽可能地扩展搜索空间,克服单幅图像超分辨率训练样本不足的缺陷;接着,通过样例... 针对单幅图像超分辨率(SR)复原样本资源不足和抗噪性差的问题,提出一种基于结构自相似和形变块特征的单幅图像超分辨率算法。首先,该方法通过构建尺度模型,尽可能地扩展搜索空间,克服单幅图像超分辨率训练样本不足的缺陷;接着,通过样例块的几何形变提升了局限性的内部字典大小;最后,为了提升重建图片的抗噪性,利用组稀疏学习字典来重建图像。实验结果表明:与Bicubic、稀疏字典学习(Sc SR)算法和基于卷积神经网络的超分辨率(SRCNN)等优秀字典学习算法相比,所提算法可以得到主观视觉效果更为清晰和客观评价更高的超分辨率图像,峰值信噪比(PSNR)平均约提升了0. 35 d B。另外所提算法通过几何形变的方式扩展了字典规模和搜索的准确性,在算法时间消耗上平均约减少了80 s。 展开更多
关键词 形变块 匹配 字典学习 自相似性 组稀疏
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基于形变残差和级联编码的胰腺分割模型
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作者 朱纷 何立风 +2 位作者 孙爽 张梦颖 于佳佳 《计算机与现代化》 2024年第6期83-88,共6页
为解决深度卷积神经网络进行胰腺分割时存在的胰腺形状位置变化大、噪声干扰、部分小目标等问题,提出一种结合可形变收缩残差块(Deformable Shrinkage Residual Block,DSRB)与级联编码模块(Cascading Encoding Module,CEM)的胰腺分割模... 为解决深度卷积神经网络进行胰腺分割时存在的胰腺形状位置变化大、噪声干扰、部分小目标等问题,提出一种结合可形变收缩残差块(Deformable Shrinkage Residual Block,DSRB)与级联编码模块(Cascading Encoding Module,CEM)的胰腺分割模型DC U-net。该模型利用2个可形变卷积、注意力机制以及残差结构设计了DSRB,通过可形变卷积来解决胰腺形状位置变化大的问题,使用软阈值化来减少噪声干扰;采用CEM来进行特征融合,对编码特征进行复用以降低编解码阶段的特征差异度,加强对小目标特征的学习。在NIH公开数据集上的实验结果表明,本文模型DC U-net的平均Dice相似系数(Dice Similarity Coefficient, DSC)达到87.26%,平均交并比(Intersection Over Union, IOU)达到77.98%,分割精度优于对比模型。 展开更多
关键词 图像分割 胰腺分割 形变收缩残差 级联编码模 特征融合
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用DDA模拟华北地区的无震断层滑动和断块形变 被引量:4
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作者 刘澜波 张瑞清 《世界地震译丛》 2001年第5期56-63,共8页
华北地区的地质构造具有典型的断块系统特征.用非连续形变分析(DDA)方法模拟了该地区的长期形变,包括无震断层滑动和断块形变。通过模拟我们发现:(1)断层沿不同方向的滑动通常与 ENE-WSW 向的区域构造挤压一致。(2)如果沿主要活动断层... 华北地区的地质构造具有典型的断块系统特征.用非连续形变分析(DDA)方法模拟了该地区的长期形变,包括无震断层滑动和断块形变。通过模拟我们发现:(1)断层沿不同方向的滑动通常与 ENE-WSW 向的区域构造挤压一致。(2)如果沿主要活动断层的平均无震滑动速率与跨断层大地测量观测的结果一样是每年零点几毫米的量级,那么断块内的典型应变速率是10^(-8)/a 或更小量级,所以一些小区域的观测报告所得的应变率10^(-6)/a 就不能代表该地区的形变速率。(3)对一条断层, 由相邻断块内刚体旋转引起的断层滑动方向可能与区域构造挤压引起的滑动方向相反。但由于由构造挤压引起的滑动量级远大于由断块旋转引起的断层滑动,因此,一般来讲,断层滑动图像总体上与这一地区构造挤压方向一致.也就是说,由区域挤压引起的滑动控制了整个滑动情况。(4)根据(3),某些观测到的与 ENE构造挤压方向相反的滑动可能是由某些更为局部化的因素引起的,没有构造意义. 展开更多
关键词 非连续形变分析方法 华北地区 无震断层滑动 地质构造 形变
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The Deformation of Active Tectonic Blocks on the Chinese Mainland and Its Relationship with Seismic Activity 被引量:1
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作者 WangHui ZhangGuomin +1 位作者 WuYun MaHongsheng 《Earthquake Research in China》 2004年第1期54-66,共13页
Based on the hypothesis of the active tectonic blocks on the Chinese continent and its adjacent regions (both the method of the DDA on a spherical surface and the GPS survey results observed from 1991 to 2001 are used... Based on the hypothesis of the active tectonic blocks on the Chinese continent and its adjacent regions (both the method of the DDA on a spherical surface and the GPS survey results observed from 1991 to 2001 are used), the movements and deformations of each active tectonic block are calculated. The calculation results show that although the movements and deformations of active tectonic blocks in the eastern region and in the western region of China are different, active tectonic blocks in the same active tectonic block region are coherent. Then, the relative velocities of the active tectonic blocks’ boundary zones are calculated, and the relationship between current crustal motion and strong seismic activities is discussed. Earthquakes ( M S≥7 0) on the Chinese continent since 1988 all occurred on boundary zones of active tectonic blocks with high slipping speed. 展开更多
关键词 Active tectonic blocks DDA on spherical surface GPS survey results Seismic activity
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The Recent Crustal Deformation on the Sichuan-Yunnan Rhombic Block Boundaries
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作者 Lü Yipei 1), Liao Hua 2), Su Qin 2) and Wang Lan 2) 1)Seismological Bureau of Sichuan Province, Chengdu 610041, China 2)Geodetic Brigade of Seismological Bureau of Sichuan Province, Ya’an 625000, China 《Earthquake Research in China》 2002年第4期304-314,共11页
Based on data from an across-fault survey along the Sichuan-Yunnan rhombic block boundaries, the recent deformation characteristics on each fault have been analyzed. It was found that the rate of crustal deformation i... Based on data from an across-fault survey along the Sichuan-Yunnan rhombic block boundaries, the recent deformation characteristics on each fault have been analyzed. It was found that the rate of crustal deformation is slowing down along the northern segment and increasing along the southern segment. Each fault has different features of deformation. The horizontal deformation is mainly characterized by left-lateral strike-slip. The rate of vertical deformation is less than that of the horizontal deformation. The faults have the feature of upper wall uplifting alternated with descending. The anomaly changes of crustal deformation at some sites are closely related to the seismicities near the sites. 展开更多
关键词 The Sichuan-Yunnan rhombic block Crustal deformation EARTHQUAKE Across-fault survey
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A fast block-matching algorithm based on variable shape search 被引量:1
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作者 刘浩 张文军 蔡骏 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2006年第2期194-198,共5页
Block-matching motion estimation plays an important role in video coding. The simple and efficient fast block-matching algorithm using Variable Shape Search (VSS) proposed in this paper is based on diamond search and ... Block-matching motion estimation plays an important role in video coding. The simple and efficient fast block-matching algorithm using Variable Shape Search (VSS) proposed in this paper is based on diamond search and hexagon search. The initial big diamond search is designed to fit the directional centre-biased characteristics of the real-world video se- quence, and the directional hexagon search is designed to identify a small region where the best motion vector is expected to locate. Finally, the small diamond search is used to select the best motion vector in the located small region. Experimental results showed that the proposed VSS algorithm can significantly reduce the computational complexity, and provide competitive computational speedup with similar distortion performance as compared with the popular Diamond-based Search (DS) algorithm in the MPEG-4 Simple Profile. 展开更多
关键词 Motion estimation BLOCK-MATCHING Variable shape search MPEG-4 Simple Profile
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MULTISTAGE SUPERIMPOSED DEFORMATION AND THE EVOLUTION OF THE NORTHEASTERN MARGIN OF YANGTZEBLOCK 被引量:2
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作者 HOUMingjin TANGJiafu +1 位作者 LIHuaikun WUYuedong 《Geotectonica et Metallogenia》 2003年第1期33-54,共22页
Multistage superimposed deformation has been discussed systematically based on the progress of the stratigraphic sequences of the northeastern margin of Yangtze Block.The new-discovered first stage deformation of thos... Multistage superimposed deformation has been discussed systematically based on the progress of the stratigraphic sequences of the northeastern margin of Yangtze Block.The new-discovered first stage deformation of those sequences occurred from the middle Triassic to the end of early Jurassic together with development of regional folding, which was resulted from the deep detachment shearing tending toward NW-WNW. The folds dip to east and fall down toward west, and were superimposed by the main stage folding.Thereafter, a series of folds were developed with axes trending toward northeast.Consequently normal folds occurred on the normal limbs while overturned fold on the overturned limbs during the first stage folding. The detachment or thrust was formed from late Jurassic to early Cretaceous. Due to the uplifting of Dabie and the Wannan Mountains in the north and south sides, the bi-directional thrusting belt was formed by gravity flowing from the Mountains toward the center of the basin along the north side of Xuancheng and south side of Guichi. The deformation geodynamics was discussed simply based on the newly recognized information about the tectonic evolution. 展开更多
关键词 Yangtze Block multistage superimposed deformation gravity gliding THRUSTING INDOSINIAN YANSHANIAN
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Research on the Dividing Method for Present-Day Regional Active Block
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作者 Zhang Xiaoliangl Jiang Zaisen2 +2 位作者 Chen Bing Wang Qi Zhang Xi 《Earthquake Research in China》 2006年第2期159-166,共8页
In this paper, a new idea that combines Quasi-Accurate Detection of gross errors (QUAD) with discontinuous deformation positive analysis, is brought forward to divide the regional active blocks. The method can improve... In this paper, a new idea that combines Quasi-Accurate Detection of gross errors (QUAD) with discontinuous deformation positive analysis, is brought forward to divide the regional active blocks. The method can improve the demarcation of active blocks for areas lacking with observation data and offer a new train of through for the complete study of the regional deformation of active blocks. In addition, using the Sichuan-Yunnan area as example, the practice process of the method is introduced briefly. 展开更多
关键词 Quasi-Accurate Detection Method (QUAD) Discontinuous deformation positive analysis Demarcation of active blocks Sichuan-Yunnan area
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Abrupt uplift of Tibetan Plateau at the end of early Pleistocene and Australasian impact event 被引量:2
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作者 REN Shoumai LIU Yongjiang GE Xiaohong 《Global Geology》 2009年第3期145-155,共11页
The latest sharp uplift of the Tibetan Plateau and adjacent mountains occurred at the end of the early Pleistocene. The uplift of the Plateau resulted from Late Mesozoic--Cenozoic compressional structure due to the su... The latest sharp uplift of the Tibetan Plateau and adjacent mountains occurred at the end of the early Pleistocene. The uplift of the Plateau resulted from Late Mesozoic--Cenozoic compressional structure due to the subduction of the Indian Plate beneath the Asian continent. This event definitively effected the formation of basin-mountain relief, Cenozoic basin deformation, large scale aridity and desertification of western China. The Australasian meteorites impact event happened ca. 0.8 Ma ago, located in the triangle area of the Indian Ocean ridge (20°S/67°E). The impact may have resulted in an acceleration of speeding of the Indian Ocean ridge pushing the Indian Plate to subduct rapidly northward. Thus, the impact event can give reasonable explanation for the dynamic background of the latest rapid uplift of the Tibetan Plateau and the continental deformation of western China and even of the Middle Asia. 展开更多
关键词 abrupt uplift Tibetan Plateau early Pleistocene
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The Present Space-Time Motion and Deformation Features of the Northeastern Margin of the Qinghai-Xizang(Tibet) Block and Its Adjacent Area
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作者 ZhangXiaoliang JiangZaisen +3 位作者 WangShuangxu ZhangXi WangQi ChenBing 《Earthquake Research in China》 2004年第2期161-170,共10页
On the basis of Discontinuous Deformation Analysis (DDA), and considering the moderate intrusion of specific block boundaries to different extents, the first-order block motion model is established for the northeaster... On the basis of Discontinuous Deformation Analysis (DDA), and considering the moderate intrusion of specific block boundaries to different extents, the first-order block motion model is established for the northeastern margin of Qinghai-Xizang(Tibet) block and the kinematical model for depicting deformation of small regions as well by using GPS observations of three periods (1991, 1999 and 2001). By simulating, we obtained the motion features of the first-order blocks between the large WWN faults on the sides of the studied region, the distribution features of the principal strain rate field and the inhomogeneous motion features with space-time of the faults in the northern boundary of the Qinghai-Xizang (Tibet) block. 展开更多
关键词 The northeastern margin of Qinghai-Xizang(Tibet) block Discontinuous Deformation Analysis GPS observations Active block
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Twistors for modules over algebras
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作者 SUN Jian Cai 《Science China Mathematics》 SCIE CSCD 2016年第7期1327-1344,共18页
We study the concept of module twistor for a module over an algebra. This concept provides a unifying framework for various deformed constructions of modules over algebras, such as module R-matrices,(n-factor iterated... We study the concept of module twistor for a module over an algebra. This concept provides a unifying framework for various deformed constructions of modules over algebras, such as module R-matrices,(n-factor iterated) twisted tensor products and L-R-twisted tensor products of algebras. Among the main results,we find the relations among these constructions. Furthermore, we study some properties of module twistors. 展开更多
关键词 twistor module algebra
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A dislocation-based model for cyclic plastic response of lath martensitic steels
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作者 Long Yu Wenbin Liu +2 位作者 Haonan Sui Ying Liu Huiling Duan 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2022年第2期110-118,I0004,共10页
Softening behavior of lath martensitic steels is related to the coarsening of laths and dislocation evolution during cyclic deformation.Involving the physical mechanism,we developed a dislocation-based model to study ... Softening behavior of lath martensitic steels is related to the coarsening of laths and dislocation evolution during cyclic deformation.Involving the physical mechanism,we developed a dislocation-based model to study the cyclic plastic response for lath martensitic steels.For a block,we proposed an interfacial dislocation evolution model to physically present the interaction between mobile dislocations in the block and interfacial dislocations by considering the coarsening mechanism of the laths.Moreover,the evolution behavior of backstress caused by dislocation pile up at the block boundary has been considered.Then,a hierarchical model based on the elastic-viscoplastic self-consistent(EVPSC)theory is developed,which can realize the scale transition among representative volume element(RVE),prior austenite grains(PAGs)and blocks.According to the proposed model,the effective mechanical responses including the cyclic hysteretic loop and peak stress at different cycles for lath martensitic steel have been theoretically predicted and investigated. 展开更多
关键词 Lath martensitic steel Cyclic softening Hierarchical microstructure Lath coarsening Crystal plasticity
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