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本书系统地介绍了图像处理与识别的基本原理、典型方法和实用技术。全书共分12章，第1章－第6章是图像处理与识别的基础内容，包括图像科学综述、MATLAB语言图像编程、图像增强、图像分割、图像特征提取和图像识别；第7章－第10章是图像处理与识别的工程实例，涵盖了医学图像处理、文字识别和自导引小车路径识别等应用实例，并结合理论算法，提供了大量MATLAB代码程序，以帮助读者掌握如何使用MATLAB语言快速进行算法的仿真、调试和估计等方法。第11章－第12章，是两个综合性较强的实例，分别足Visual
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The random walker algorithm was introduced in the paper:
Leo Grady and Gareth Funka-Lea, "Multi-Label Image Segmentation for Medical Applications Based on Graph-Theoretic Electrical Potentials", in Proceedings of the 8th ECCV04, Workshop on Compute
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“GrowCut” - Interactive Multi-Label N-D Image Segmentation By Cellular
Automata
Abstract
In this project we describe a novel algorithm for interactive multilabel
segmentation of N-dimensional images. Given a small number
of user-labelled
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运动目标跟踪在工业过程控制、医学研究、成像制导等领域具有重要的实用价值。目前的研究多基于背景静止的情况，对背景发生移动的情况研究较少。提出了一套完整的移动背景下的目标跟踪算法，首先使用基于互信息的方法配准序列图像的背景。然后使用差分的方法进行运动区域检测，并将其与图像分割技术相结合，得到目标跟踪模板。目标的跟踪基于Kalman滤波的预测，其匹配过程仍基于互信息理论，实验结果证明：该算法具有较高的计算效率和准确性，应用前景广泛。-it is of important practical value
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nteractive Segmentation using Graph Cuts
CS 578 Medical Image Analysis Final Project Report
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这是医学图像处理中分水岭算法，利用图像形态学的基于区域的分割技术，本人已经成功对视网膜眼底图像进行分割，希望学习医学图像处理的同学可以得到有用的东西-This is watershed algorithm in medical image processing, the use of image morphology based on region segmentation technology, I have successfully in retinal fundus image segme
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区域种子生长法，是一种很重要的图像分割方法，此代码是用来切割医疗CT图像的。当然也可以用来分割其他类型的图像。-Regional seed growth method, is a very important image segmentation methods, this code is used to cut medical CT images. Of course, other types can also be used to split an image.
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使用水平集的方法对图像进行分割。写的代码重要用于对医疗CT图像的分割。当然水平集的分割方法也可以用于别的图像分割。-Using the level set method of image segmentation. Write the code is important for the medical CT image segmentation. Of course, the level set segmentation method can also be used for other ima
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region growing technique used for segmenting image...segmentation done in medical images to detect specific layer
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医学CT图像处理系统，进行脑部CT图像分割。能够识别正常或是非正常的脑部CT图片。还包含所有的图像处理的基本处理的代码。-Medical CT image processing system for brain CT image segmentation . Able to identify normal or non- normal brain CT images . Also includes all of the basic processing of the image processi
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本程序使用一个种子点进行区域增长，然后对图像进行分割，包括医学图像和自然图像，分割效果不错-The program uses a seed point for regional growth, and then it is used for the image segmentation, including medical and natural images, segmentation effect is good!!
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5图像融合的隐马尔科夫模型及其在医学影像计算联合分割-A hidden Markov Model for image fusion and their joint segmentation in medical image computin
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This a beta version of the superpixel code. It hasn t been
thoroughly tested on different architectures. It was tested on
a Linux system with Matlab 7.1, with gcc and g++ compilers.
-The random walker algorithm was introduced in the paper:
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This work introduces two variants of unsupervised color segmentation methods. The underlying idea is to segment the input image several times, each time focussing on a different salient part of the image and to subsequently merge all obtained result
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Medical image processing is the most challenging
and emerging field now a days. Processing of MRI images is one
of the part of this field. This paper describes the proposed
strategy to detect & extraction of brain tumour patient’s
MRI scan im
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Image segmentation plays a crucial role in many medical imaging applications by automating
or facilitating the delineation of anatomical structures and other regions of interest. We present herein
a critical appraisal of the current status of sem
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This Matlab/C code contains routines to perform level set image segmentation according to:
(1) various multiphase (multiregion) formulations, including a fast scheme where the computation load grows linearly with the number of regions and,
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The picture division and the characteristic withdraw, matlab development environment
[all-cncut.tar.gz] - Foreigner to write matlab code for image segmentation, which is described in detail
[fenshuiling.rar] - Can be used for medical image pr
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Texture-Aware Fast Global Level Set Evolution-Due to its intrinsic advantages such as the ability to automatically handle complex shapes and topological changes, the level set method has been widely used in image segmentation. Nevertheless, in additi
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一种很好的边缘提取图像分割方法wasserstein，适用于医学图像，脑补图像等的边缘提取。-Out a good edge detection image segmentation method, suitable for medical image, imagine the image edge extraction.
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