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文件名称:changjingshibiefenlei

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    2015-07-16
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    17.34mb
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介绍说明--下载内容来自于网络,使用问题请自行百度

本文件是图像场景识别并进行分类的程序,已运行成功。

分别利用1 tiny image描述和最近邻分类器

2 bags of sifts描述和最近邻分类器

3bags of sifts描述和线性svm分类器进行场景分类识别的。

在主程序proj3中将FEATURE 改成tiny image,CLASSIFIER 改成nearest neighbor,注释其他FEATURE 和CLASSIFIER的选择就可以实现第一种场景分类识别:tiny image描述和最近邻分类器。以此类推就可以依次改FEATURE 和CLASSIFIER 形成第二种情况:bags of sifts描述和最近邻分类器和第三种情况:bags of sifts描述和线性svm分类器进行场景分类识别。-This document is an image scene recognition and classification of procedures have been run successfully.
(系统自动生成,下载前可以参看下载内容)

下载文件列表

code/
code/build_vocabulary.m
code/create_results_webpage.m
code/get_bags_of_sifts.m
code/get_image_paths.m
code/get_tiny_images.asv
code/get_tiny_images.m
code/nearest_neighbor_classify.m
code/proj3.asv
code/proj3.m
code/results_webpage/
code/results_webpage/confusion_matrix.png
code/results_webpage/index.html
code/results_webpage/thumbnails/
code/results_webpage/thumbnails/Bedroom_image_0016.jpg
code/results_webpage/thumbnails/Bedroom_image_0020.jpg
code/results_webpage/thumbnails/Bedroom_image_0040.jpg
code/results_webpage/thumbnails/Bedroom_image_0047.jpg
code/results_webpage/thumbnails/Bedroom_image_0050.jpg
code/results_webpage/thumbnails/Bedroom_image_0092.jpg
code/results_webpage/thumbnails/Bedroom_image_0127.jpg
code/results_webpage/thumbnails/Bedroom_image_0134.jpg
code/results_webpage/thumbnails/Bedroom_image_0161.jpg
code/results_webpage/thumbnails/Bedroom_image_0194.jpg
code/results_webpage/thumbnails/Coast_image_0008.jpg
code/results_webpage/thumbnails/Coast_image_0020.jpg
code/results_webpage/thumbnails/Coast_image_0026.jpg
code/results_webpage/thumbnails/Coast_image_0033.jpg
code/results_webpage/thumbnails/Coast_image_0052.jpg
code/results_webpage/thumbnails/Coast_image_0064.jpg
code/results_webpage/thumbnails/Coast_image_0071.jpg
code/results_webpage/thumbnails/Coast_image_0094.jpg
code/results_webpage/thumbnails/Coast_image_0106.jpg
code/results_webpage/thumbnails/Coast_image_0242.jpg
code/results_webpage/thumbnails/Forest_image_0023.jpg
code/results_webpage/thumbnails/Forest_image_0048.jpg
code/results_webpage/thumbnails/Forest_image_0109.jpg
code/results_webpage/thumbnails/Forest_image_0110.jpg
code/results_webpage/thumbnails/Forest_image_0114.jpg
code/results_webpage/thumbnails/Forest_image_0115.jpg
code/results_webpage/thumbnails/Forest_image_0313.jpg
code/results_webpage/thumbnails/Forest_image_0323.jpg
code/results_webpage/thumbnails/Highway_image_0002.jpg
code/results_webpage/thumbnails/Highway_image_0005.jpg
code/results_webpage/thumbnails/Highway_image_0031.jpg
code/results_webpage/thumbnails/Highway_image_0032.jpg
code/results_webpage/thumbnails/Highway_image_0068.jpg
code/results_webpage/thumbnails/Highway_image_0095.jpg
code/results_webpage/thumbnails/Highway_image_0098.jpg
code/results_webpage/thumbnails/Highway_image_0109.jpg
code/results_webpage/thumbnails/Highway_image_0120.jpg
code/results_webpage/thumbnails/Industrial_image_0010.jpg
code/results_webpage/thumbnails/Industrial_image_0038.jpg
code/results_webpage/thumbnails/Industrial_image_0046.jpg
code/results_webpage/thumbnails/Industrial_image_0087.jpg
code/results_webpage/thumbnails/Industrial_image_0123.jpg
code/results_webpage/thumbnails/Industrial_image_0144.jpg
code/results_webpage/thumbnails/Industrial_image_0148.jpg
code/results_webpage/thumbnails/Industrial_image_0253.jpg
code/results_webpage/thumbnails/InsideCity_image_0058.jpg
code/results_webpage/thumbnails/InsideCity_image_0078.jpg
code/results_webpage/thumbnails/InsideCity_image_0089.jpg
code/results_webpage/thumbnails/InsideCity_image_0091.jpg
code/results_webpage/thumbnails/InsideCity_image_0094.jpg
code/results_webpage/thumbnails/InsideCity_image_0258.jpg
code/results_webpage/thumbnails/Kitchen_image_0009.jpg
code/results_webpage/thumbnails/Kitchen_image_0019.jpg
code/results_webpage/thumbnails/Kitchen_image_0029.jpg
code/results_webpage/thumbnails/Kitchen_image_0075.jpg
code/results_webpage/thumbnails/Kitchen_image_0112.jpg
code/results_webpage/thumbnails/Kitchen_image_0175.jpg
code/results_webpage/thumbnails/Kitchen_image_0183.jpg
code/results_webpage/thumbnails/LivingRoom_image_0005.jpg
code/results_webpage/thumbnails/LivingRoom_image_0014.jpg
code/results_webpage/thumbnails/LivingRoom_image_0031.jpg
code/results_webpage/thumbnails/LivingRoom_image_0042.jpg
code/results_webpage/thumbnails/LivingRoom_image_0077.jpg
code/results_webpage/thumbnails/LivingRoom_image_0087.jpg
code/results_webpage/thumbnails/LivingRoom_image_0233.jpg
code/results_webpage/thumbnails/Mountain_image_0011.jpg
code/results_webpage/thumbnails/Mountain_image_0021.jpg
code/results_webpage/thumbnails/Mountain_image_0025.jpg
code/results_webpage/thumbnails/Mountain_image_0027.jpg
code/results_webpage/thumbnails/Mountain_image_0036.jpg
code/results_webpage/thumbnails/Mountain_image_0046.jpg
code/results_webpage/thumbnails/Mountain_image_0069.jpg
code/results_webpage/thumbnails/Mountain_image_0111.jpg
code/results_webpage/thumbnails/Mountain_image_0181.jpg
code/results_webpage/thumbnails/Office_image_0006.jpg
code/results_webpage/thumbnails/Office_image_0007.jpg
code/results_webpage/thumbnails/Office_image_0010.jpg
code/results_webpage/thumbnails/Office_image_0087.jpg
code/results_webpage/thumbnails/Office_image_0116.jpg
code/results_webpage/thumbnails/Office_image_0124.jpg
code/results_webpage/thumbnails/Office_image_0144.jpg
code/results_webpage/thumbnails/Office_image_0147.jpg
code/results_webpage/thumbnails/Office_image_0158.jpg
code/results_webpage/thumbnails/Office_image_0178.jpg
code/results_webpage/thumbnails/OpenCountry_image_0033.jpg
code/results_webpage/thumbnails/OpenCountry_image_0044.jpg
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