问题描述
是否可以分析图像和确定一辆车里面的位置？如果是的话，你会如何解决这个问题？
Is it possible to analyse an image and determine the position of a car inside it?If so, how would you approach this problem?
我正与一个相对较小的数据集（50-100），大多数的图像将类似于下面的例子：
I'm working with a relatively small data-set (50-100) and most images will look similar to the following examples:
我最感兴趣的是只检测垂直坐标，汽车的不实际的形状。例如，这是我要强调的是我的最终输出方面：
I'm mostly interested in only detecting vertical coordinates, not the actual shape of the car. For example, this is the area I want to highlight as my final output:
推荐答案
您可以尝试的OpenCV其中有一个目标检测的API。但是，你需要训练它......通过与大型图像集包含汽车提供的。
You could try OpenCV which has an object detection API. But you would need to "train" it...by supplying it with a large set of images that contained "cars".
- http://docs.opencv.org/modules/objdetect/doc/objdetect.html
- http://robocv.blogspot.co.uk/2012/02/real-time-object-detection-in-opencv.html
- http://blog.davidjbarnes.com/2010/04/opencv-haartraining-object-detection.html
看上面的第二个链接它显示了检测，并围绕对象创建边框的例子....你可以使用它作为一个基础，你想做的事。
Look at the 2nd link above and it shows an example of detecting and creating a bounding box around the object....you could use that as a basis for what you want to do.
- 的
各种论文：
- http://cbcl.mit.edu/publications/theses/论文 - 硕士 - leung.pdf
- http://cseweb.ucsd.edu/classes/ WI08 / cse190-A /报告/ scheung.pdf
- http://cbcl.mit.edu/publications/theses/thesis-masters-leung.pdf
- http://cseweb.ucsd.edu/classes/wi08/cse190-a/reports/scheung.pdf
各种图像数据库：
- http://cogcomp.cs.illinois.edu/Data/Car/
- http://homepages.inf.ed.ac.uk/ RBF / CVonline / Imagedbase.htm
- http://cbcl.mit.edu/software-datasets/CarData.html
- http://cogcomp.cs.illinois.edu/Data/Car/
- http://homepages.inf.ed.ac.uk/rbf/CVonline/Imagedbase.htm
- http://cbcl.mit.edu/software-datasets/CarData.html
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