Template matching based object recognition with unknown geometric parameters
نویسندگان
چکیده
منابع مشابه
Template matching based object recognition with unknown geometric parameters
In this paper, we examine the problem of locating an object in an image when size and rotation are unknown. Previous work has shown that with known geometric parameters, an image restoration method can be useful by estimating a delta function at the object location. When the geometric parameters are unknown, this method becomes impractical because the likelihood surface to be minimized across s...
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Object Recognition is inherently a hard problem in computer vision. Current standard object recognition techniques require small training data sets of images and apply sophisticated algorithms. These methods tend to perform poorly because the small data set does not reflect the true distribution (selection bias). Recently, Torralba et al [1] have proposed to develop a large data set of images (...
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ژورنال
عنوان ژورنال: IEEE Transactions on Image Processing
سال: 2002
ISSN: 1057-7149
DOI: 10.1109/tip.2002.806245