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链码表和线段表用于图像特征提取的研究 被引量:3
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作者 宋凯 路筠 郁晶源 《控制工程》 CSCD 2006年第5期488-489,493,共3页
针对图像特征提取中轮廓跟踪的问题,介绍了链码表和线段表的数据结构,及其在肺癌细胞特征提取中的应用。在对肺癌细胞图像进行轮廓跟踪过程中,首先用行扫描得到细胞轮廓起点,然后采用链码跟踪技术,跟踪其轮廓,得到一个封闭的轮廓信息即... 针对图像特征提取中轮廓跟踪的问题,介绍了链码表和线段表的数据结构,及其在肺癌细胞特征提取中的应用。在对肺癌细胞图像进行轮廓跟踪过程中,首先用行扫描得到细胞轮廓起点,然后采用链码跟踪技术,跟踪其轮廓,得到一个封闭的轮廓信息即链码表,一直到所有的轮廓跟踪完毕为止。然后通过线性转换得到线段表,再根据链码表和线段表分别求出周长和面积等特征。最后在Visual C++软件平台上对该方法进行了验证。结果证明,该方法可准确求出肺癌细胞图像的几何特征。 展开更多
关键词 图像特征 链码表 线段表
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链码表和线段表在计算机图像处理中的应用 被引量:3
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作者 宋凯 纪建伟 《辽宁工程技术大学学报(自然科学版)》 EI CAS 北大核心 2007年第2期257-259,共3页
针对图像进行准确数字化描述是计算机图像处理的关键问题。在图像特征提取过程中,采用链码表和线段表描述特征向量的数据结构。首先进行轮廓跟踪,用行扫描得到图像轮廓起点,然后采用链码跟踪技术得到封闭的轮廓信息---链码表,直到所有... 针对图像进行准确数字化描述是计算机图像处理的关键问题。在图像特征提取过程中,采用链码表和线段表描述特征向量的数据结构。首先进行轮廓跟踪,用行扫描得到图像轮廓起点,然后采用链码跟踪技术得到封闭的轮廓信息---链码表,直到所有的轮廓跟踪完毕为止。再通过线性转换得到线段表,最后根据链码表和线段表分别求出周长和面积等特征。此方法已在Visual C++平台实现,经验证,采用链码表和线段表两种结构可准确求出图像几何形状特征。 展开更多
关键词 链码表 线段表 特征提取
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链码表和线段表在PCB孔位检测中的应用
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作者 乐秋红 郭宝平 《微计算机信息》 2009年第28期85-86,117,共3页
本文对工业上印刷电路板(Printed-Circuit Board)孔位的定位问题进行研究,达到对PCB板的打孔机进行基准调整的目的。对CCD所获取的图像进行有效的预处理,采取链码表和线段表相互结合运用,精确快速的确定PCB孔位的形心,本文的方法对形心... 本文对工业上印刷电路板(Printed-Circuit Board)孔位的定位问题进行研究,达到对PCB板的打孔机进行基准调整的目的。对CCD所获取的图像进行有效的预处理,采取链码表和线段表相互结合运用,精确快速的确定PCB孔位的形心,本文的方法对形心的检测可以精确到0.001个像素级,并求出孔位的面积、周长、形状、形心。此方法在VC++ 6.0的平台上运行成功,其编程速度快,能达到实时、精确、智能化、成批量的检测,从很大程度上提高了PCB板检测的质量和速度。 展开更多
关键词 PCB 线段表 链码表 轮廓跟踪
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基于线段表的轮廓链码化方法研究 被引量:2
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作者 卢泽琼 周进 +1 位作者 雷涛 邹强 《光电工程》 CAS CSCD 北大核心 2013年第6期137-141,共5页
为解决已有线段表转换为链码表算法的缺陷,在原有算法基础上对其进行完善和改进。根据线段表中不同线段的特性,原有链码转换算法提出6种类型的线段并分别给出转换方法,但是这只能针对普通情况,当有特殊情况如目标宽度只有一个像素时,将... 为解决已有线段表转换为链码表算法的缺陷,在原有算法基础上对其进行完善和改进。根据线段表中不同线段的特性,原有链码转换算法提出6种类型的线段并分别给出转换方法,但是这只能针对普通情况,当有特殊情况如目标宽度只有一个像素时,将会出现不属于上述分类的线段而使程序运行出错甚至崩溃。在已有算法对线段分类的基础上添加单像素顶线和单像素底线这两种线段类型以弥补原方法的不足,并给出他们的具体转换过程。测试结果表明,改进后的方法可以完美的实现二值图像的轮廓链码提取。 展开更多
关键词 线段表 链码表 二值图像 轮廓跟踪提取
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图像处理技术在工业产品测量中的应用 被引量:1
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作者 马美丽 马义忠 张永忠 《电子设计工程》 2010年第3期6-8,共3页
针对工业产品手工测量的缺陷,提出一种基于计算机视觉技术的测量方法。根据需要,通过摄像头从不同角度定时对生产线上的产品进行拍照,首先对获得的图像进行去噪、平滑等预处理,然后对其进行基于链码表和线段表的轮廓跟踪,得到图像各个... 针对工业产品手工测量的缺陷,提出一种基于计算机视觉技术的测量方法。根据需要,通过摄像头从不同角度定时对生产线上的产品进行拍照,首先对获得的图像进行去噪、平滑等预处理,然后对其进行基于链码表和线段表的轮廓跟踪,得到图像各个封闭区域的边界信息和区域信息,从而计算产品的面积、周长、形状因子、重心、外接矩形等几何特征参数。试验表明,该方法测试准确率为100%,适合实时检测,为产品检测的全自动化研究提供了基础。 展开更多
关键词 图像处理 产品检测 特征参数 链码表 线段表
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Surface reconstruction of complex contour lines based on chain code matching technique 被引量:1
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作者 姜晓彤 《Journal of Southeast University(English Edition)》 EI CAS 2005年第4期432-435,共4页
A new method for solving the tiling problem of surface reconstruction is proposed. The proposed method uses a snake algorithm to segment the original images, the contours are then transformed into strings by Freeman'... A new method for solving the tiling problem of surface reconstruction is proposed. The proposed method uses a snake algorithm to segment the original images, the contours are then transformed into strings by Freeman' s code. Symbolic string matching technique is applied to establish a correspondence between the two consecutive contours. The surface is composed of the pieces reconstructed from the correspondence points. Experimental results show that the proposed method exhibits a good behavior for the quality of surface reconstruction and its time complexity is proportional to mn where m and n are the numbers of vertices of the two consecutive slices, respectively. 展开更多
关键词 chain code string matching surface reconstruction local shape feature
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Transcriptomic analysis reveals key lnc RNAs associated with ribosomal biogenesis and epidermis differentiation in head and neck squamous cell carcinoma 被引量:1
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作者 Yu-zhu GUO Hui-hui SUN +1 位作者 Xiang-ting WANG Mei-ting WANG 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2018年第9期674-688,共15页
Objective: In this study, we aimed to expand current knowledge of head and neck squamous cell carcinoma (HNSCC)-associated long noncoding RNAs (IncRNAs), and to discover potential IncRNA prognostic biomarkers for... Objective: In this study, we aimed to expand current knowledge of head and neck squamous cell carcinoma (HNSCC)-associated long noncoding RNAs (IncRNAs), and to discover potential IncRNA prognostic biomarkers for HNSCC based on next-generation RNA-seq. Methods: RNA-seq data of 546 samples from patients with HNSCC were downloaded from The Cancer Genome Atlas (TCGA), including 43 paired samples of tumor tissue and adjacent normal tissue. An integrated analysis incorporating differential expression, weighted gene co-expression networks, functional enrichment, clinical parameters, and survival analysis was conducted to discover HNSCC-associated IncRNAs. The function of CYTOR was verified by cell-based experiments. To further identify IncRNAs with prognostic significance, a multivariate Cox proportional hazard regression analysis was performed. The identified IncRNAs were validated with an independent cohort using clinical feature relevance analysis and multivariate Cox regression analysis. Results: We identified nine HNSCC-relevant IncRNAs likely to play pivotal roles in HNSCC onset and development. By functional enrichment analysis, we revealed that CYTOR might participate in the multistep pathological processes of cancer, such as ribosome biogenesis and maintenance of genomic stability. CY-I-OR was identified to be positively correlated with lymph node metastasis, and significantly negatively correlated with overall survival (OS) and disease free survival (DFS) of HNSCC patients. Moreover, CYTOR inhibited cell apoptosis following treatment with the chemotherapeutic drug diamminedichloroplatinum (DDP). HCG22, the most dramatically down-regulated IncRNA in tumor tissue, may function in epidermis differentiation. It was also significantly associated with several clinical features of patients with HNSCC, and positively correlated with patient survival. CYTOR and HCG22 maintained their prognostic values in- dependent of several clinical features in multivariate Cox hazards analysis. Notably, validation either based on an independent HNSCC cohort or by laboratory experiments confirmed these findings. Conclusions: Our transcriptomic analysis suggested that dysregulation of these HNSCC-associated IncRNAs might be involved in HNSCC oncogenesis and progression. Moreover, CYTOR and HCG22 were confirmed as two independent prognostic factors for HNSCC patient survival, providing new insights into the roles of these IncRNAs in HNSCC as well as clinical applications. 展开更多
关键词 Head and neck squamous cell carcinoma Long noncoding RNA (IncRNA) Weighted gene co-expressionnetwork analysis (WGCNA) Clinicopathological feature Multivariate Cox regression model
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