I am really interested in image processing. I downloaded OpenCV and started playing with it. But I think I lack the knowledge behind image processing. I would like to learn the basic fundamentals of image processing.
我对图像处理很感兴趣。我下载了OpenCV，开始玩它。但我认为我缺乏图像处理背后的知识。我想学习图像处理的基本原理。
I searched for open course from MIT or other universities but didn't seem to find any good tutorial. I did find some slides, but they seem useless without the actually presentation. I searched for online tutorial but mostly they are not for beginners.
我从麻省理工学院或其他大学寻找开放课程，但似乎没有找到任何好的教程。我确实找到了一些幻灯片，但如果没有实际的演示文稿，这些幻灯片看起来毫无用处。我搜索了在线教程，但大部分都不是针对初学者的。
Is there a good online tutorial for image processing for beginners?
是否有一个很好的针对初学者的图像处理的在线教程?
7 个解决方案
#1
7
I recommend two books:
我推荐两本书:
(1) R. C. Gonzalez and R. E. Woods, Digital Image Processing, 3rd ed. Prentice Hall, Aug. 2007.
(1)R. C. Gonzalez和R. E. Woods，数字图像处理，3 . Prentice Hall, 2007年8月。
(2) G. Bradski and A. Kaehler, Learning OpenCV: Computer Vision with the OpenCV Library, 1st ed. O'Reilly Media, Oct. 2008.
(2)G. Bradski和A. Kaehler，学习OpenCV:计算机视觉与OpenCV库，1 ed. O'Reilly Media, 2008年10月。
Visit the OpenCV documentation to get updated reference to the OpenCV functions (the Learning OpenCV book uses version 1.0 but the current version is 2.3). You can buy cheap access to the digital version of the book using Safari Books.
访问OpenCV文档以获得对OpenCV函数的更新引用(学习OpenCV book使用版本1.0，但当前版本是2.3)。你可以用Safari图书购买电子书的电子书。
#2
3
I really like Rich Szeliski's Computer Vision book which has a nice mix of theory and practice. You can also access the electronic drafts for free.
我非常喜欢Rich Szeliski的电脑视觉书，它有理论和实践的结合。你也可以免费获得电子汇票。
Other good ones are Hartley and Zissermann's Multi-View Projective Geometry and David Forsyth's Computer Vision: A Modern Approach
其他的好作品是哈特利和泽斯曼的多角度投影几何和大卫·福赛斯的计算机视觉:现代的方法。
#3
2
Sometimes the old fashioned way is best. I'd start by looking at what books could help me learn the subject.
有时老式的方法是最好的。我首先要看看哪些书可以帮助我学习这个主题。
#4
2
Reading books is IMO definitely the way to go here.
阅读书籍是我的必由之路。
The Learning OpenCV book also contains background information about the image processing tasks that can be executed with OpenCV. It might be a nice way of learning to immediately put in practice what you learn and read.
学习OpenCV book还包含了关于可以使用OpenCV执行的图像处理任务的背景信息。这可能是一种很好的学习方法，可以立即把你所学到的东西付诸实践。
#5
2
The OpenCV Wiki actually lists a few books they recomend, including one from O'Riley which I have always found to be a good source for learning.
OpenCV Wiki实际上列出了几本书，其中包括一个来自O'Riley的书，我一直认为这是一个很好的学习资源。
#6
1
Alan Peters Lectures on Image Processing
艾伦·彼得斯讲授图像处理。
http://www.archive.org/details/Lectures_on_Image_Processing
http://www.archive.org/details/Lectures_on_Image_Processing
PDF files: http://ia700307.us.archive.org/7/items/Lectures_on_Image_Processing/
PDF文件:http://ia700307.us.archive.org/7/items/Lectures_on_Image_Processing/
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MIT OCW: Biomedical Signal and Image Processing
MIT OCW:生物医学信号和图像处理。
#7
1
See page
看到页面
This site has tutorials in pdf format explaining how to do basic image processing with Microsoft C# (which is free of charge from Microsoft).
本网站提供pdf格式的教程，说明如何使用微软c#(微软免费)进行基本的图像处理。
It also introduces and explains the mathematical notation that you will find in image processing books.
它还介绍和解释你将在图像处理书籍中发现的数学符号。
#1
7
I recommend two books:
我推荐两本书:
(1) R. C. Gonzalez and R. E. Woods, Digital Image Processing, 3rd ed. Prentice Hall, Aug. 2007.
(1)R. C. Gonzalez和R. E. Woods，数字图像处理，3 . Prentice Hall, 2007年8月。
(2) G. Bradski and A. Kaehler, Learning OpenCV: Computer Vision with the OpenCV Library, 1st ed. O'Reilly Media, Oct. 2008.
(2)G. Bradski和A. Kaehler，学习OpenCV:计算机视觉与OpenCV库，1 ed. O'Reilly Media, 2008年10月。
Visit the OpenCV documentation to get updated reference to the OpenCV functions (the Learning OpenCV book uses version 1.0 but the current version is 2.3). You can buy cheap access to the digital version of the book using Safari Books.
访问OpenCV文档以获得对OpenCV函数的更新引用(学习OpenCV book使用版本1.0，但当前版本是2.3)。你可以用Safari图书购买电子书的电子书。
#2
3
I really like Rich Szeliski's Computer Vision book which has a nice mix of theory and practice. You can also access the electronic drafts for free.
我非常喜欢Rich Szeliski的电脑视觉书，它有理论和实践的结合。你也可以免费获得电子汇票。
Other good ones are Hartley and Zissermann's Multi-View Projective Geometry and David Forsyth's Computer Vision: A Modern Approach
其他的好作品是哈特利和泽斯曼的多角度投影几何和大卫·福赛斯的计算机视觉:现代的方法。
#3
2
Sometimes the old fashioned way is best. I'd start by looking at what books could help me learn the subject.
有时老式的方法是最好的。我首先要看看哪些书可以帮助我学习这个主题。
#4
2
Reading books is IMO definitely the way to go here.
阅读书籍是我的必由之路。
The Learning OpenCV book also contains background information about the image processing tasks that can be executed with OpenCV. It might be a nice way of learning to immediately put in practice what you learn and read.
学习OpenCV book还包含了关于可以使用OpenCV执行的图像处理任务的背景信息。这可能是一种很好的学习方法，可以立即把你所学到的东西付诸实践。
#5
2
The OpenCV Wiki actually lists a few books they recomend, including one from O'Riley which I have always found to be a good source for learning.
OpenCV Wiki实际上列出了几本书，其中包括一个来自O'Riley的书，我一直认为这是一个很好的学习资源。
#6
1
Alan Peters Lectures on Image Processing
艾伦·彼得斯讲授图像处理。
http://www.archive.org/details/Lectures_on_Image_Processing
http://www.archive.org/details/Lectures_on_Image_Processing
PDF files: http://ia700307.us.archive.org/7/items/Lectures_on_Image_Processing/
PDF文件:http://ia700307.us.archive.org/7/items/Lectures_on_Image_Processing/
--
- - -
MIT OCW: Biomedical Signal and Image Processing
MIT OCW:生物医学信号和图像处理。
#7
1
See page
看到页面
This site has tutorials in pdf format explaining how to do basic image processing with Microsoft C# (which is free of charge from Microsoft).
本网站提供pdf格式的教程，说明如何使用微软c#(微软免费)进行基本的图像处理。
It also introduces and explains the mathematical notation that you will find in image processing books.
它还介绍和解释你将在图像处理书籍中发现的数学符号。