Evaluation of Subpixel Line and Edge Detection Precision and Accuracy

نویسنده

  • Carsten Steger
چکیده

An extensive analysis of the quality of the extraction results of a subpixel line detector and a subpixel edge detector is carried out. The localization quality of line and edge points in the presence of noise is analyzed analytically, and new formulas describing this relationship are derived. Tests on synthetic noisy images show the formulas to hold very well in practice. Experiments on real images show that subpixel accuracy better than one tenth of a pixel is possible in typical industrial inspection or close-range photogrammetry tasks.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Precise and Robust Line Detection for Highly Distorted and Noisy Images

This article presents a method to detect lines in fisheye and distorted perspective images. The detection is performed with subpixel accuracy. By detecting lines in the original images without warping the image with a reverse distortion, the detection accuracy can be noticeably improved. The combination of the edge detection and the line detection to a single step provides a more robust and mor...

متن کامل

A survey of subpixel edge detection methods for images of heat-emitting metal specimens

In this paper the problem of accurate edge detection in images of heat-emitting specimens of metals is discussed. The images are provided by the computerized system for high temperature measurements of surface properties of metals and alloys. Subpixel edge detection is applied in the system considered in order to improve the accuracy of surface tension determination. A reconstructive method for...

متن کامل

Land Cover Subpixel Change Detection using Hyperspectral Images Based on Spectral Unmixing and Post-processing

  The earth is continually being influenced by some actions such as flood, tornado and human artificial activities. This process causes the changes in land cover type. Thus, for optimal management of the use of resources, it is necessary to be aware of these changes. Today’s remote sensing plays key role in geology and environmental monitoring by its high resolution, wide covering and low cost...

متن کامل

Accuracy improvement of Best Scanline Search Algorithms for Object to Image Transformation of Linear Pushbroom Imagery

Unlike the frame type images, back-projection of ground points onto the 2D image space is not a straightforward process for the linear pushbroom imagery. In this type of images, best scanline search problem complicates image processing using Collinearity equation from computational point of view in order to achieve reliable exterior orientation parameters. In recent years, new best scanline sea...

متن کامل

An efficient algorithm for edge detection using Robert

In this paper, a new edge detection method is introduced for the aim of high quality and efficiency. Robert operator, as we know, is a classic edge detection algorithm, while maintaining many merits. On the other hand, Zernike moments render us satisfying information redundancy ability and appealing precision as well. By the combined usage of them, we can achieve desired precision and high effi...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 1998