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Factorized Graph Matching 分解图匹配,路径追踪优化代价函数
Graph matching (GM) is a fundamental problem in computer science, and it plays a central role to solve correspondence
problems in computer vision. GM problems that incorporate pairwise constraints can be formulated as a quadratic assignment problem
(QAP). Although widely used, solving the correspondence problem through GM has two main limitations: (1) the QAP is NP-hard and
difficult to approximate; (2) GM algorithms do not incorporate geometric constraints between nodes that are natural in computer vision
problems. To address aforementioned problems, this paper proposes factorized graph matching (FGM). FGM factorizes the large
pairwise affinity matrix into smaller matrices that encode the local structure of each graph and the pairwise affinity between edges.
Four are the benefits that follow from this factorization: (1) There is no need to compute the costly (in space and time) pairwise affinity
matrix; (2) The factorization allows the
- 2022-02-01 17:07:26下载
- 积分:1
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贝塞尔曲线生成算法源码
贝塞尔曲线生成算法源码-Bezier curve generation algorithm source code
- 2022-08-10 06:43:38下载
- 积分:1
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该算法建立了由最小二乘法,离散点曲率和离散点曲率变化和三项组成的目标函数并求出了最优控制点序列坐标,采用非线性优化方法对权因子序列进行了调整,确立了逼近误差的近...
该算法建立了由最小二乘法,离散点曲率和离散点曲率变化和三项组成的目标函数并求出了最优控制点序列坐标,采用非线性优化方法对权因子序列进行了调整,确立了逼近误差的近似表示方法,并提出了包括上述方法的循环判断流程.-The algorithm was established by the least squares method, discrete points, the curvature and the curvature change and the three discrete points consisting of the objective function and find the optimal sequence of control point coordinates, using non-linear optimization method for sequence weights have been adjusted establishes the approximation error of the approximate representation, and proposed, including the cycle of the above methods to determine flow.
- 2022-03-14 05:05:42下载
- 积分:1
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draw souce code Opengl
draw souce code Opengl
- 2022-05-05 23:31:11下载
- 积分:1
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3D机器人
给大家带来一份 3D的机器人.
初学者可以学习学习.
对3D点的位置非常有帮助的.
- 2022-05-12 15:01:56下载
- 积分:1
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快速傅立叶变换核心算法
快速傅立叶变换核心算法-Fast Fourier Transform algorithm
- 2022-08-26 13:42:59下载
- 积分:1
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Sobel和Kirsch的边缘检测算法
Sobel和Kirsch的边缘检测算法-Sobel Edge Detection Algorithm
- 2023-04-06 09:00:04下载
- 积分:1
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JAVA APPLET程序,演示各种绘图功能
JAVA APPLET程序,演示各种绘图功能-JAVA APPLET procedures, demonstrating various graphics functions
- 2022-08-07 03:37:37下载
- 积分:1
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本程序是用自适应遗传算法进行图像增强,其思想来自《计算机学报》发表的论文。...
本程序是用自适应遗传算法进行图像增强,其思想来自《计算机学报》发表的论文。-This program is self-adaptive genetic algorithm image enhancement, their thoughts from the " Journal of Computers," published papers.
- 2022-01-28 01:11:24下载
- 积分:1
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图像渐隐效应即将到来的展示实例程序
图象渐隐渐显显示效果的例子程序-image gradually implicit effect of the upcoming show examples of procedures
- 2022-06-28 07:50:27下载
- 积分:1