Nonparametric Classification Method for Multispectral Images Based on ^|^lsquo;Smooth^|^rsquo; Test
نویسندگان
چکیده
منابع مشابه
An improved Bayesian nonparametric mixture model to fusing both panchromatic and multispectral images for classification
In this paper, we present an improved nonparametric Bayesian model based on a generalized metaphor of Chinese restaurant franchise (gCRF), which can take advantage of both panchromatic and multispectral images to obtain a classification map. There are two drawbacks in the gCRF when it is used to fuse panchromatic and multispectral image for classification, first, since superpixels which are obt...
متن کاملNew Fully Automatic Multispectral Image Classification based on Scatterplot Method
A new multispectral image classification method is presented. The method is based on dividing the Near Infrared “NIR” and Visible Red “VR” scatterplot diagram into regions corresponding to their reflectance values. The best line discriminating the Soil’s components from the vegetated area is recognized by utilizing the least square fitting criterion. The vegetate line which differentiate the fu...
متن کاملA nonparametric-test-based structural similarity measure for digital images
In image processing, image similarity indices evaluate how much structural information is maintained by a processed image in relation to a reference image. Commonly used measures, such as mean squared error (MSE) and peak signal to noise ratio (PSNR), ignore the spatial information (e.g. redundancy) contained in natural images, which can lead to an inconsistent similarity evaluation from the hu...
متن کاملAutomatic Road Detection and Extraction From MultiSpectral Images Using a New Hierarchical Object-based Method
Road detection and Extraction is one of the most important issues in photogrammetry, remote sensing and machine vision. A great deal of research has been done in this area based on multispectral images, which are mostly relatively good results. In this paper, a novel automated and hierarchical object-based method for detecting and extracting of roads is proposed. This research is based on the M...
متن کاملClassification method for defect images based on association and clustering
Clustering of the images stored in a large database is one of the basic tasks in image database mining. In this paper we present a clustering method for an industrial imaging application. This application is a defect detection system that is used in paper industry. The system produces gray level images from the defects that occur at the paper surface and it stores them into an image database. T...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Transactions of the Society of Instrument and Control Engineers
سال: 1984
ISSN: 0453-4654
DOI: 10.9746/sicetr1965.20.49