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基于Snake与注意力机制的船舶实例分割方法
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作者 陈晨 胡松涛 +3 位作者 马枫 赵新征 魏月楠 舒忠诚 《中国舰船研究》 北大核心 2025年第5期307-320,共14页
[目的]船舶的实例分割可服务于船舶监测、识别和跟踪等任务,支撑船舶智能航行。然而,受船舶形状尺度多变及环境因素的干扰,已有实例分割方法在船舶轮廓提取上表现不佳。为解决此问题,提出基于曲线递归的Ship Contour方法。[方法]通过改... [目的]船舶的实例分割可服务于船舶监测、识别和跟踪等任务,支撑船舶智能航行。然而,受船舶形状尺度多变及环境因素的干扰,已有实例分割方法在船舶轮廓提取上表现不佳。为解决此问题,提出基于曲线递归的Ship Contour方法。[方法]通过改进CenterNet方法提取分层特征,融合Deep Layer Aggregation-60骨干网络,兼顾精度和速度;优化Block结构、引入ECA通道注意力机制增强特征提取的能力,使用Mish激活函数代替ReLU适应深层学习;引入平移不变的轮廓变形方法、Dynamic Matching Loss损失函数加快最终轮廓的提取。[结果]在2300张样本的2023Ship-seg专用数据集上,所提出方法的准确率AP0.5:0.95达到64.0%,召回率AR0.5:0.95达到67.9%,优于主流实例分割算法。[结论]所提方法能有效提升监控与智能航行场景下的视觉处理效果。 展开更多
关键词 图像处理 图像分割 船舶实例分割 注意力机制 snake模型 目标识别 特征提取
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基于Snake模型的阿尔茨海默病早期检测脑MRI分割方法探讨
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作者 李钦华 熊宇晴 《影像研究与医学应用》 2025年第5期28-30,34,共4页
目的:改进Snake模型以提高脑MRI图像分割的准确性和效率,增强阿尔茨海默病(AD)早期检测对复杂脑部结构变化的处理精度。方法:使用改进的Snake模型对ADNI数据库中的脑MRI图像进行分割,经过数据预处理和能量函数参数优化,并采用交叉验证... 目的:改进Snake模型以提高脑MRI图像分割的准确性和效率,增强阿尔茨海默病(AD)早期检测对复杂脑部结构变化的处理精度。方法:使用改进的Snake模型对ADNI数据库中的脑MRI图像进行分割,经过数据预处理和能量函数参数优化,并采用交叉验证评估分割性能。结果:改进后的Snake模型在处理复杂脑部结构变化时精度和稳定性更高。相比传统模型,优化算法在轮廓平均曲率和区域重叠度上表现更优,同时保持了合理的运行时间,适合临床实时应用。结论:改进的Snake模型显著提升了脑MRI图像分割的精度和效率,对AD早期检测和诊断具有较高的鲁棒性和应用价值。 展开更多
关键词 阿尔茨海默病 snake模型 脑部磁共振 图像分割 磁共振成像
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Spinal cord ischemia:The“snake bite sign”
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作者 Nikolaos-Achilleas Arkoudis Anastasia Karachaliou +3 位作者 George Triantafyllou Andreas Papadopoulos Christos Koutserimpas Georgios Velonakis 《World Journal of Radiology》 2025年第7期87-90,共4页
Descriptive signs in radiology can aid in easier pattern recognition and quicker diagnosis.In spinal cord ischemia,paired anterior-horn T2-hyperintensities have traditionally been known as the“owl’s eyes”or“snake ... Descriptive signs in radiology can aid in easier pattern recognition and quicker diagnosis.In spinal cord ischemia,paired anterior-horn T2-hyperintensities have traditionally been known as the“owl’s eyes”or“snake eyes”sign.We discuss how these signs,while visually apt,convey no pathophysiologic context and propose renaming this finding the“snake bite sign”.The image still evokes two punctate marks,yet the metaphor extends to a snake bite(two fang-like dots)rather than two bright foci(eyes)staring back at the viewer.Moreover,besides the sign metaphorically resembling a traumatic puncture of the two fangs,on the occasion of a venomous snake bite occurring elsewhere,additional neurological consequences may occur,paralleling the neurological deficits seen in anterior spinal artery infarction and several mimicking myelopathies,thus further high-lighting the analogy.Such clinically driven terminology may facilitate teaching,enable diagnostic recall,and improve interdisciplinary communication. 展开更多
关键词 RADIOLOGY NEUROIMAGING NEURORADIOLOGY Spinal CORD Ischemia snake BITE Eyes Owl
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Hybrid Reptile-Snake Optimizer Based Channel Selection for Enhancing Alzheimer’s Disease Detection
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作者 Digambar Puri Pramod Kachare +3 位作者 Smith Khare Ibrahim Al-Shourbaji Abdoh Jabbari Abdalla Alameen 《Journal of Bionic Engineering》 2025年第2期884-900,共17页
The global incidence of Alzheimer's Disease(AD)is on a swift rise.The Electroencephalogram(EEG)signals is an effective tool for the identification of AD and its initial Mild Cognitive Impairment(MCI)stage using ma... The global incidence of Alzheimer's Disease(AD)is on a swift rise.The Electroencephalogram(EEG)signals is an effective tool for the identification of AD and its initial Mild Cognitive Impairment(MCI)stage using machine learning models.Analysis of AD using EEG involves multi-channel analysis.However,the use of multiple channels may impact the classification performance due to data redundancy and complexity.In this work,a hybrid EEG channel selection is proposed using a combination of Reptile Search Algorithm and Snake Optimizer(RSO)for AD and MCI detection based on decomposition methods.Empirical Mode Decomposition(EMD),Low-Complexity Orthogonal Wavelet Filter Banks(LCOWFB),Variational Mode Decomposition,and discrete-wavelet transform decomposition techniques have been employed for subbands-based EEG analysis.We extracted thirty-four features from each subband of EEG signals.Finally,a hybrid RSO optimizer is compared with five individual metaheuristic algorithms for effective channel selection.The effectiveness of this model is assessed by two publicly accessible AD EEG datasets.An accuracy of 99.22% was achieved for binary classification from RSO with EMD using 4(out of 16)EEG channels.Moreover,the RSO with LCOWFBs obtained 89.68%the average accuracy for three-class classification using 7(out of 19)channels.The performance reveals that RSO performs better than individual Metaheuristic algorithms with 60%fewer channels and improved accuracy of 4%than existing AD detection techniques. 展开更多
关键词 Alzheimer's Disease Brain disorder ELECTROENCEPHALOGRAM Reptile Search Algorithm snake Optimizer Optimization
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Wu Opera"Legend of the White Snake"Debuts in Vienna
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《International Understanding》 2025年第2期55-57,共3页
The Chinese Opera Season 2025 and International Exhibition of Chinese Opera opened in Vienna,the capital of Austria,on the evening of April 5.As the opening performance of the Season,a traditional Wu Opera(a local ope... The Chinese Opera Season 2025 and International Exhibition of Chinese Opera opened in Vienna,the capital of Austria,on the evening of April 5.As the opening performance of the Season,a traditional Wu Opera(a local opera in Zhejiang Province)scene"the Legend of the White Snake"was performed at the Muth Theatre in Vienna,drawing enthusiastic responses. 展开更多
关键词 VIENNA Zhejiang province International exhibition chinese opera Wu opera Legend White snake
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Wood Snake Augurs a Year of Hope
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作者 Zhang Hui 《China Today》 2025年第2期2-2,共1页
In ancient China,the snake was worshipped as a totem.In Chinese mythology,Nüwa and Fuxi,the deities who created humans,were half human and half snake.Folk art depicts them as conjoined,with interlocked tails.Whil... In ancient China,the snake was worshipped as a totem.In Chinese mythology,Nüwa and Fuxi,the deities who created humans,were half human and half snake.Folk art depicts them as conjoined,with interlocked tails.While in Western culture the serpent is regarded as the tempter who caused the fall of man,in ancient Chinese philosophy,the snake is a symbol of fertility and vitality.As it has the disposition to shed skin,the snake is also emblematic of regeneration and a new beginning. 展开更多
关键词 snake snake SYMBOL
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Exploring the Effectiveness of a Rapid Diagnostic Kit for Identifying Snake Venom Types in Blood Tests
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作者 Linfeng Zheng Ming Liu +1 位作者 Ying Gao Biao Wu 《Journal of Clinical and Nursing Research》 2025年第4期110-115,共6页
Objective:To develop a rapid diagnostic kit for identifying snake venom types,aimed at providing a basis for clinical diagnosis and laying a foundation for early treatment through quick blood testing of injured patien... Objective:To develop a rapid diagnostic kit for identifying snake venom types,aimed at providing a basis for clinical diagnosis and laying a foundation for early treatment through quick blood testing of injured patients.Methods:Anti-snake venom immunoglobulin(IgG)was prepared,biotinylated specific IgG was screened,detection enzyme-labeled strips were produced,and rapid identification of snakebites was performed.Pre-experimental verification was conducted to establish standard curves and confirm specificity.The kit was tested on clinical samples and the results were analyzed.Repeatability and stability were evaluated through multiple repeated tests and experiments under different storage conditions.Finally,sensitivity and specificity were calculated,receiver operating characteristic curves(ROC curves)were drawn,and statistical analysis software was used for data analysis to ensure the reliability and effectiveness of the kit.Results:The test showed high sensitivity and specificity.Conclusion:The rapid diagnostic kit for identifying snake venom types in blood tests demonstrates high reliability and effectiveness in clinical diagnosis. 展开更多
关键词 Blood test snake venom types Rapid diagnostic kit
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一种改进的Ribbon Snake遥感图像道路自动生成算法 被引量:2
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作者 胡阳 祖克举 +1 位作者 李光耀 Kacem CHEHDI 《计算机应用》 CSCD 北大核心 2009年第3期747-749,791,共4页
针对树木或高大建筑物遮挡以及噪声等因素造成道路提取结果不完整的现象,根据道路的几何特征,在Snake模型中加入道路宽度信息,构造Ribbon Snake模型。为了克服模型对内部参数依赖性较大、容易受到复杂背景干扰影响的不足,采用B样条曲线... 针对树木或高大建筑物遮挡以及噪声等因素造成道路提取结果不完整的现象,根据道路的几何特征,在Snake模型中加入道路宽度信息,构造Ribbon Snake模型。为了克服模型对内部参数依赖性较大、容易受到复杂背景干扰影响的不足,采用B样条曲线对道路的平滑性进行约束,与Ribbon Snake相结合建立道路提取算法,通过调节控制点的数目增强曲线的灵活性。从改进的B样条Ribbon Snake的道路网分割结果可以看出,分割的结果更加平滑,精度更高,对噪声具有更好的鲁棒性。 展开更多
关键词 道路提取 snake模型 RIBBON snake B样条snake
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The Silk roads: phylogeography of Central Asian dice snakes (Serpentes: Natricidae) shaped by rivers in deserts and mountain valleys 被引量:1
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作者 Daniel Jablonski Konrad Mebert +4 位作者 Rafaqat Masroor Evgeniy Simonov Oleg Kukushkin Timur Abduraupov Sylvia Hofmann 《Current Zoology》 SCIE CAS CSCD 2024年第2期150-162,共13页
Influenced by rapid changes in climate and landscape features since the Miocene,widely distributed species provide suitable models to study the environmental impact on their evolution and current genetic diversity.The... Influenced by rapid changes in climate and landscape features since the Miocene,widely distributed species provide suitable models to study the environmental impact on their evolution and current genetic diversity.The dice snake Natrix tessellata,widely distributed in the Western Palearctic is one such species.We aimed to resolve a detailed phylogeography of N.tessellata with a focus on the Central Asian clade with 4 and the Anatolia clade with 3 mitochondrial lineages,trace their origin,and correlate the environmental changes that affected their distribution through time.The expected time of divergence of both clades began at 3.7 Mya in the Pliocene,reaching lineage differentiation approximately 1 million years later.The genetic diversity in both clades is rich,suggesting different ancestral areas,glacial refugia,demographic changes,and colonization routes.The Caspian lineage is the most widespread lineage in Central Asia,distributed around the Caspian Sea and reaching the foothills of the Hindu Kush Mountains in Afghanistan,and Eastern European lowlands in the west.Its distribution is limited by deserts,moun-tains,and cold steppe environments.Similarly,Kazakhstan and Uzbekistan lineages followed the Amu Darya and the Syr Darya water systems in Central Asia,with ranges delimited by the large Kyzylkum and Karakum deserts.On the western side,there are several lineages within the Anatolia clade that converged in the central part of the peninsula with 2 being endemic to Western Asia.The distribution of both main clades was affected by expansion from their Pleistocene glacial refugia around the Caspian Sea and in the valleys of Central Asia as well as by environmental changes,mostly through aridification. 展开更多
关键词 biogeography colonization EURASIA genetic diversity mitochondrial DNA PARATETHYS REFUGIA water snakes.
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Application progresses of ultrasound for snakebites and relative complications 被引量:1
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作者 ZHENG Yiyin SHEN Yanyan BIN Wenkai 《中国医学影像技术》 CSCD 北大核心 2024年第8期1258-1261,共4页
Snakebite has become a serious public health problem with high mortality and disability rates.Ultrasound can provide imaging basis for diagnosis and treatment of snakebites and relative complications.The application p... Snakebite has become a serious public health problem with high mortality and disability rates.Ultrasound can provide imaging basis for diagnosis and treatment of snakebites and relative complications.The application progresses of ultrasound in snakebites and complications were reviewed in this article. 展开更多
关键词 snake bites ULTRASONOGRAPHY DIAGNOSIS
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WSN Mobile Target Tracking Based on Improved Snake-Extended Kalman Filtering Algorithm 被引量:1
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作者 Duo Peng Kun Xie Mingshuo Liu 《Journal of Beijing Institute of Technology》 EI CAS 2024年第1期28-40,共13页
A wireless sensor network mobile target tracking algorithm(ISO-EKF)based on improved snake optimization algorithm(ISO)is proposed to address the difficulty of estimating initial values when using extended Kalman filte... A wireless sensor network mobile target tracking algorithm(ISO-EKF)based on improved snake optimization algorithm(ISO)is proposed to address the difficulty of estimating initial values when using extended Kalman filtering to solve the state of nonlinear mobile target tracking.First,the steps of extended Kalman filtering(EKF)are introduced.Second,the ISO is used to adjust the parameters of the EKF in real time to adapt to the current motion state of the mobile target.Finally,the effectiveness of the algorithm is demonstrated through filtering and tracking using the constant velocity circular motion model(CM).Under the specified conditions,the position and velocity mean square error curves are compared among the snake optimizer(SO)-EKF algorithm,EKF algorithm,and the proposed algorithm.The comparison shows that the proposed algorithm reduces the root mean square error of position by 52%and 41%compared to the SOEKF algorithm and EKF algorithm,respectively. 展开更多
关键词 wireless sensor network(WSN)target tracking snake optimization algorithm extended Kalman filter maneuvering target
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A Multi-strategy Improved Snake Optimizer Assisted with Population Crowding Analysis for Engineering Design Problems
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作者 Lei Peng Zhuoming Yuan +4 位作者 Guangming Dai Maocai Wang Jian Li Zhiming Song Xiaoyu Chen 《Journal of Bionic Engineering》 SCIE EI CSCD 2024年第3期1567-1591,共25页
Snake Optimizer(SO)is a novel Meta-heuristic Algorithm(MA)inspired by the mating behaviour of snakes,which has achieved success in global numerical optimization problems and practical engineering applications.However,... Snake Optimizer(SO)is a novel Meta-heuristic Algorithm(MA)inspired by the mating behaviour of snakes,which has achieved success in global numerical optimization problems and practical engineering applications.However,it also has certain drawbacks for the exploration stage and the egg hatch process,resulting in slow convergence speed and inferior solution quality.To address the above issues,a novel multi-strategy improved SO(MISO)with the assistance of population crowding analysis is proposed in this article.In the algorithm,a novel multi-strategy operator is designed for the exploration stage,which not only focuses on using the information of better performing individuals to improve the quality of solution,but also focuses on maintaining population diversity.To boost the efficiency of the egg hatch process,the multi-strategy egg hatch process is proposed to regenerate individuals according to the results of the population crowding analysis.In addition,a local search method is employed to further enhance the convergence speed and the local search capability.MISO is first compared with three sets of algorithms in the CEC2020 benchmark functions,including SO with its two recently discussed variants,ten advanced MAs,and six powerful CEC competition algorithms.The performance of MISO is then verified on five practical engineering design problems.The experimental results show that MISO provides a promising performance for the above optimization cases in terms of convergence speed and solution quality. 展开更多
关键词 snake optimizer Multi-strategy Population crowding analysis Engineering design problem
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Bibliometric and visual analysis of global research on snake venom disintegrins(2009–2023)
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作者 Yinxiang Lan Xiuliang Qiu Dandan Huang 《Journal of Chinese Pharmaceutical Sciences》 CAS CSCD 2024年第11期1012-1024,共13页
Snake venom disintegrins,through their inhibition of integrin-related binding,effectively impede both cell-cell and cell-matrix interactions as well as signal transduction pathways,rendering them promising candidates ... Snake venom disintegrins,through their inhibition of integrin-related binding,effectively impede both cell-cell and cell-matrix interactions as well as signal transduction pathways,rendering them promising candidates for lead therapeutics across a spectrum of diseases.This study aimed to conduct a comprehensive bibliometric analysis,elucidating recent trends in disintegrin research.Using relevant keywords,we meticulously explored the Web of Science Core Collection(WOSCC)database.Employing CiteSpace and VOSviewer,we conducted an exhaustive analysis,encompassing 142 documents published between 2009 and 2023.These publications,dispersed across 74 journals,involved 670 authors representing 207 institutes spanning 42 countries.Notably,the United States contributed the highest number of records,with Texas A&M University emerging as the most prolific institution.Within this landscape,Elda E.Sanchez emerged as the foremost author,and Toxicon emerged as the predominant journal.Keyword analysis underscored prevailing research foci,with an emphasis on expression,in vitro experimentation,and ASP-containing peptides.This study presented a comprehensive overview of disintegrin research globally,spanning the period from 2009 to 2023,and held potential utility in guiding future research endeavors.By identifying current research hotspots,our findings offered invaluable insights to shape forthcoming investigations in this dynamic field. 展开更多
关键词 snake venom disintegrins Biblimetric analysis CITESPACE VOSviewer Research trends
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Snake模型的研究进展 被引量:14
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作者 陈立潮 牛玉梅 +1 位作者 潘理虎 张秀琴 《计算机应用研究》 CSCD 北大核心 2014年第7期1931-1936,共6页
为进一步理解Snake模型,首先以归类方式系统地总结了Snake模型的各种改进模型及其最新应用状况;在此基础上,讨论了Snake模型的研究难点和发展趋势。分析结果表明,虽然Snake各种改进模型和基本Snake模型有较大的差异,但其研究思想一脉相... 为进一步理解Snake模型,首先以归类方式系统地总结了Snake模型的各种改进模型及其最新应用状况;在此基础上,讨论了Snake模型的研究难点和发展趋势。分析结果表明,虽然Snake各种改进模型和基本Snake模型有较大的差异,但其研究思想一脉相承。此外,可针对各种改进模型的优缺点将其应用到不同场景中。 展开更多
关键词 snake模型 梯度矢量流 测地线轮廓模型 水平集 变分水平集 B-snake 动态规划 贪婪算法
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一种新的FAST-Snake目标跟踪方法 被引量:10
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作者 王蒙 戴亚平 王庆林 《自动化学报》 EI CSCD 北大核心 2014年第6期1108-1115,共8页
提出一种新的FAST-Snake目标跟踪方法,利用改进的FAST角点特征匹配来估计目标轮廓在帧间的全局仿射变换,将投影轮廓点作为Snake模型的初始化轮廓.为提高跟踪实时性,在Snake能量模型中定义了先验约束能,并用限定搜索方向的贪婪算法(Greed... 提出一种新的FAST-Snake目标跟踪方法,利用改进的FAST角点特征匹配来估计目标轮廓在帧间的全局仿射变换,将投影轮廓点作为Snake模型的初始化轮廓.为提高跟踪实时性,在Snake能量模型中定义了先验约束能,并用限定搜索方向的贪婪算法(Greedy algorithm)实现局部轮廓优化.实验包括三维目标数据库及真实场景视频,验证了提出方法的均方误差(Mean square error,MSE)及收敛速度评估均优于对比算法,并具备对复杂运动及局部遮挡的适应能力. 展开更多
关键词 FAST—snake方法 snake模型 特征点匹配 主动轮廓 目标跟踪
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一种基于遗传算法的双T-Snake模型图像分割方法 被引量:13
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作者 张建伟 罗剑 夏德深 《中国图象图形学报(A辑)》 CSCD 北大核心 2005年第1期38-42,共5页
Snake的初衷是为了进行图像分割,但它对初始位置过于敏感,且不能处理拓扑结构改变的问题。初始位置的敏感性可以用遗传算法来克服,因为它是一种全局优化算法,且有良好的数值稳定性。为了更精确地进行图像分割,本文提出了一种基于遗传算... Snake的初衷是为了进行图像分割,但它对初始位置过于敏感,且不能处理拓扑结构改变的问题。初始位置的敏感性可以用遗传算法来克服,因为它是一种全局优化算法,且有良好的数值稳定性。为了更精确地进行图像分割,本文提出了一种基于遗传算法的双T-Snake模型图像分割方法,它将双T-Snake模型解作为遗传算法的搜索空间,这既继承了T-Snake模型的拓扑改变能力,又加快了遗传算法的收敛速度。由于它利用遗传算法的全局优化性能,克服了Snake轮廓局部极小化的缺陷,从而可得到对目标的更精确的分割。将其应用于左心室MRI图像的分割,取得了较好的效果。 展开更多
关键词 snake模型 双T-snake模型 图像分割 遗传算法
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自由差分运算与直交型Snake模型 被引量:4
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作者 王宏漫 欧宗瑛 胡志萍 《计算机辅助设计与图形学学报》 EI CSCD 北大核心 2005年第3期448-454,共7页
自由差分运算能够突破传统微分算子的模板运算模式 ,把对图像这种二维信号的微分计算转化成一维的方式进行 ,使计算方向可以根据实际问题灵活选择 直交型Snake模型基于任意曲线可由多边形进行逼近的思想 ,借助自由差分运算 ,把本应沿... 自由差分运算能够突破传统微分算子的模板运算模式 ,把对图像这种二维信号的微分计算转化成一维的方式进行 ,使计算方向可以根据实际问题灵活选择 直交型Snake模型基于任意曲线可由多边形进行逼近的思想 ,借助自由差分运算 ,把本应沿曲线法线方向计算的灰度梯度转化成在多边形各边的直交线上分析灰度的相对变化或绝对变化 在曲线的演化过程中 ,该模型以目标曲线的特征为指导 ,以基本多边形为依托 ,通过在直交线上进行差分操作 ,从而把轮廓变化的信息和图像灰度变化的信息联系在一起 ,使得所提取的轮廓曲线的特征不断地逼近目标曲线的特征 与已有的Snake模型相比 ,直交型Snake模型通过强调高层视觉和底层信息之间的相互联系在曲线演化过程中的作用 ,使得信息的处理流程处于闭环状态 在对畸形物体的轮廓提取实验中 。 展开更多
关键词 自由差分运算 参数型snake模型 直交型snake模型 轮廓提取 动态规划
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基于GVF的骨架snake模型 被引量:3
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作者 王洪剑 孙志宏 彭思龙 《计算机应用》 CSCD 北大核心 2004年第9期1-3,43,共4页
提出了一种基于梯度矢量流 (GVF)的快速收敛骨架snake算法。首先利用GVF变换后凹腔内外力的特点检测出物体的骨架 ,然后以骨架作为指引修改其外力的方向和大小 ,以达到快速收敛。该算法不但能解决GVF不能解决的深凹腔问题 ,而且在速度... 提出了一种基于梯度矢量流 (GVF)的快速收敛骨架snake算法。首先利用GVF变换后凹腔内外力的特点检测出物体的骨架 ,然后以骨架作为指引修改其外力的方向和大小 ,以达到快速收敛。该算法不但能解决GVF不能解决的深凹腔问题 ,而且在速度上也远远超过GVF。 展开更多
关键词 snake模型 梯度矢量流 骨架外力 骨架snake
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基于B-Snake的三维图像骨架化方法 被引量:2
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作者 田绪红 韩国强 +2 位作者 司徒志远 陈茂资 宋鸿陟 《计算机科学》 CSCD 北大核心 2008年第9期241-244,265,共5页
3D图像数据由于其本身的复杂性,对其进行骨架化一直是3D图像处理中的一个难点问题。文中提出了一种B-Snake骨架化算法及B-Snake能量最小化求解法,同时讨论一种骨架化算法的评价方法。B-Snake骨架化算法获取的骨架其连通性和光滑性隐含于... 3D图像数据由于其本身的复杂性,对其进行骨架化一直是3D图像处理中的一个难点问题。文中提出了一种B-Snake骨架化算法及B-Snake能量最小化求解法,同时讨论一种骨架化算法的评价方法。B-Snake骨架化算法获取的骨架其连通性和光滑性隐含于B-Spline表达式中,而且在中心性及抗噪声性等方面也明显优于离散Snake算法。对模拟的测试数据和实际三维重建的植物根系图像进行了实验,结果都表明了文中提出的算法的有效性。 展开更多
关键词 三维图像骨架化 离散snake B-snake
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基于Snake模型的医学图像分割 被引量:1
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作者 倪雅樱 胡志忠 《上海生物医学工程》 2007年第3期165-170,共6页
基于Snake模型的图像分割技术是近年来图像处理领域的研究热点之一。Snake模型承载上层先验知识并融合了图像的底层特征,针对医学图像的特殊性,能有效地应用于医学图像的分割中。本文对各种基于Snake模型的改进算法和进化模型进行了研究... 基于Snake模型的图像分割技术是近年来图像处理领域的研究热点之一。Snake模型承载上层先验知识并融合了图像的底层特征,针对医学图像的特殊性,能有效地应用于医学图像的分割中。本文对各种基于Snake模型的改进算法和进化模型进行了研究,并重点梳理了最新的研究成果,以利于把握基于Snake模型的医学图像分割方法的脉络和发展方向。 展开更多
关键词 医学图像分割 snake模型 连续snake R-snake模型
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