This paper proposes a new K-View algorithm for texture image classification using rotation-invariant features. These features are statistically derived from characteristic view sets for each texture. Unlike the existi...
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ISBN:
(纸本)9781605581668
This paper proposes a new K-View algorithm for texture image classification using rotation-invariant features. These features are statistically derived from characteristic view sets for each texture. Unlike the existing K-View algorithm, all the views used are transformed into rotation-invariant features and the K views are selected randomly. In contrast, the existing K-View algorithm uses the K-means algorithm for choosing the K views. In this new algorithm the decision of determining a pixel to which texture class it belong to, is made by considering all the views which consist of the pixel being classified. In order to preserve the primitive information of a texture class as much as possible, the proposed algorithm randomly selects k views of the view set from each sample sub-image as the characteristic view set. Experimental results show that the proposed algorithm is more robust and accurate compared with the results of the existing K-View algorithm. Copyright 2009 ACM.
The paper proposes a prototype of H.264-based remote network video surveillance system. H.264 is adopted as encoding/decoding technology which has the higher compression rate than other technologies such as MPEG seria...
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A novel prototype QoS control scheme AFRS for wireless video surveillance system is proposed. AFRS means adaptive frame rate scheme which is terminal-centric and will dynamically adjust the frame rate according to the...
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We proposed in this paper an accurate and efficient approach for palmprint identification. In this method, a Gabor wavelet is first convolved with the palmprint image to produce a response image, where LBP is then app...
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With the development of GIS, intelligent management and networking, sharing the urban spatial information is becoming more and more important. This paper researches four important aspects of building the sharing platf...
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E-commerce has been developing rapidly around the world. We run Web application to support e-commerce. Quality of Web applications influences the functionalities and security of e-commerce. Modeling and testing are im...
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Images captured outdoor usually degenerate because of the bad weather conditions,among which fog,one of the widespread phenomena,affects the video quality *** physical features of fog make the video blurred and the vi...
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Images captured outdoor usually degenerate because of the bad weather conditions,among which fog,one of the widespread phenomena,affects the video quality *** physical features of fog make the video blurred and the visible distance shortened,seriously impairing the reliability of the video *** order to satisfy the requirement of image processing in real-time,the normal distribution curve fitting technology is used to fit the histogram of the sky part and the region growing method is used to segment the region of *** for the non-sky part,a method of self-adaptive interpolation to equalize the histogram is adopted to enhance the contrast of the *** results show that the method works well and will not cause block effect.
Each member entering into a confidential group is unwilling to make the private information, i.e., which group he wants to join, who is the group manager and who issues the admission token, available to the general pu...
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Vehicle-to-vehicle communication among vehicular ad hoc networks (VANETs) plays an important role in providing a high level of safety and convenience to drivers. Geographic routing protocol has been identified to be s...
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With the increasing popularity of wireless sensor network and GPS ( global positioning system), uncertain data as a new type of data brings a new challenge for the traditional data processing methods. Data broadcast...
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With the increasing popularity of wireless sensor network and GPS ( global positioning system), uncertain data as a new type of data brings a new challenge for the traditional data processing methods. Data broadcast is an effective means for data dissemination in mobile networks. In this paper, the def'mition of the mean uncertainty ratio of data is presented and a broadcasting scheme is proposed for uncertain data dissemination. Simulation results show that the scheme can reduce the uncertainty of the broadcasted uncertain data effectively at the cost of a minor increase in data access time, in the case of no transmission error and presence of transmission errors. As a result, lower uncertainty of data benefits the qualifies of the query results based on the data.
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