Ground Penetrating Radar Slice Reconstruction for Embedded Object in Media with Target Follow
نویسندگان
چکیده
The detection of embedded object from ground penetrating radar GPR imagery is our goal. The GPR image is a cross sectional slices. The embedded objects are metal and/or plastic type. In many fields demand for visualizing objects scanned as cross sectional slices is growing. This research has many real world applications, such as robotic environments, medicine, remote sensing, inspection of industrial parts and geology. An even better way is to visualize the underground object by reconstruction a threedimensional model of those objects from the slices. Objects here are stable underground while, camera is moving. The task of object track in a cross sectional slices consists of two parts: first gather information on changes between succeeding slices (object detection), and second process this information appropriately to obtain the track of an object. If the object is like cable or pipe. The proposed method starts with two dimensional 2D image preprocessing for each slice. The preprocessing involves multispectral to gray conversion, contrast enhancement, segmenting, thresholding and denoising to modify each 2D image slice individually. Preprocessing algorithms involved in this paper are chosen appropriately to have image without noise, with object detected and with object eliminated. After a preprocessing step the proposed algorithm for object detection starts with objects contour finding in each slice, 2D objects transparency and transformation. The last step is the proposed interpolation technique to build the successive slices until the spaces is filled to find out the embedded object. Key-Words: Object Detection, Object Recognition, Ground Penetrating Radar (GPR), Volume Reconstruction, Interpolation, Image Processing, Target Follow.
منابع مشابه
Ground Penetrating Radar Image Preprocessing for Embedded Object in Media
The detection of embedded object from ground penetrating radar GPR imagery is our goal. The GPR image is a cross sectional slices. The embedded objects are metal and/or plastic type. This research has many real world applications such as remote sensing, geology, medicine and civil. The proposed method starts with two dimensional 2D image preprocessing for each slice. The preprocessing involves ...
متن کاملHybrid method for full identification of buried objects and surrounding media
This study describes a hybrid technique for identification of buried objects. The objects shape and electromagnetic profile are reconstructed from evaluations of electrical permittivity and conductivity. The method suggests a combination of linear sampling and optimization. Linear sampling method (LSM) is used to recover shape and metaheuristic optimizations essential to reconstruct the inside...
متن کاملObject Recognition by Ground-penetrating Radar Imaging Systems with Temporal Spectral Statistics
This paper describes a new approach to object recognition by using ground-penetrating radar (GPR) imaging systems. The recognition procedure utilizes the spectral content instead of the object shape in traditional methods. To produce the identification feature of an object, the most common spectral component is obtained by singular value decomposition (SVD) of the training sets. The identificat...
متن کاملClutter Reduction and Object Detection in Surface Penetrating Radar
This paper addresses the problem of detecting buried objects using a surface penetrating impulse radar. A big problem is that reeections from the ground surface will obscure the often much weaker target signal. The ground reeections and the target signal are mod-eled using a very simple model. This model is used to derive a detector based on a Likelihood Ratio Test, where unknown model paramete...
متن کاملApplication of Ground-Penetrating Radar for Detecting Internal Anomalies in Tree Trunks with Irregular Contours
To assess the health conditions of tree trunks, it is necessary to estimate the layers and anomalies of their internal structure. The main objective of this paper is to investigate the internal part of tree trunks considering their irregular contour. In this respect, we used ground penetrating radar (GPR) for non-invasive detection of defects and deteriorations in living trees trunks. The Hilbe...
متن کامل