A Comparative Study of Edge Detection Techniques Applied to Battlefield Imageries
نویسندگان
چکیده
Edge detection finds its use in numerous applications such as feature extraction, diagnosis in medical imaging and computer vision. Number of techniques are being used for filtering out the less relevant information from the images while preserving the basic structural properties. In this paper a comparative study of Sobel, Laplacian of Gaussian, Canny, Gabor Wavelets, Structured Forests and Morphological Fuzzy Logic techniques for edge detection has been carried out qualitatively with a motive to identify the best technique using battlefield images. Index terms Edge detection, Sobel, Laplacian of Gaussian, Canny, Gabor wavelets, Structured forests, Morphological Fuzzy.
منابع مشابه
Edge detection in gravity field of the Gheshm sedimentary basin
Edge detection and edge enhancement techniques play an essential role in interpreting potential field data. This paper describes the application of various edge detection techniques to gravity data in order to delineate the edges of subsurface structures. The edge detection methods comprise analytic signal, total horizontal derivative (THDR), theta angle, tilt angle, hyperbolic of tilt angle (H...
متن کاملQuad-pixel edge detection using neural network
One of the most fundamental features of digital image and the basic steps in image processing, analysis, pattern recognition and computer vision is the edge of an image where the preciseness and reliability of its results will affect directly on the comprehension machine system made objective world. Several edge detectors have been developed in the past decades, although no single edge detector...
متن کاملQuad-pixel edge detection using neural network
One of the most fundamental features of digital image and the basic steps in image processing, analysis, pattern recognition and computer vision is the edge of an image where the preciseness and reliability of its results will affect directly on the comprehension machine system made objective world. Several edge detectors have been developed in the past decades, although no single edge detector...
متن کاملAutomatic Detection and Localization of Surface Cracks in Continuously Cast Hot Steel Slabs Using Digital Image Analysis Techniques
Quality inspection is an indispensable part of modern industrial manufacturing. Steel as a major industry requires constant surveillance and supervision through its various stages of production. Continuous casting is a critical step in the steel manufacturing process in which molten steel is solidified into a semi-finished product called slab. Once the slab is released from the casting unit, th...
متن کاملComparison of derivative-based methods by normalized standard deviation approach for edge detection of gravity anomalies
This paper describes the application of the so-called normalized standard deviation (NSTD) method to detect edges of gravity anomalies. Using derivative-based methods enhances the anomaly edges, leading to significant improvement of the interpretation of the geological features. There are many methods for enhancing the edges, most of which are high-pass filters based on the horizontal or vertic...
متن کامل