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Study On The Color Feature Of Stored Tomatoes Surface By Image Processing Techniques

Posted on:2006-03-20Degree:MasterType:Thesis
Country:ChinaCandidate:E L LiuFull Text:PDF
GTID:2133360155453279Subject:Agricultural mechanization project
Abstract/Summary:PDF Full Text Request
With the development of the economy, the life quality of people has been greatly improved. Meanwhile the demand of fruit and vegetable are increased gradually, as a result, the internal quality of them are higher requested. The digital image process technology has been applied much more in the detection and classification of fruit and vegetable. The digital image process technology is improved more and more rapidly go with the development of computer.It is researched in this dissertation that the online detection and the classification technology of fruit and vegetable in store by the digital image process technique. The main purpose of the research is to increase the speed and improve the accuracy of detection as well as to decrease the cost. It is introduced in the dissertation that computer image acquisition system based on the digital camera, the technology and the way of realization of tomato storage characteristic by digital image process. According to these, the digital model is established, which is used to estimate the ripeness of the tomatoes in store and classify them by color. Apply this model to the image process expert system, the merits of great efficiency, accuracy, convenience and broad application have been easily achieved by getting gray scale and chroma value automatically of the objects with color variation such as fruit and vegetable. The man-made error is reduced and relief the working intensity and workload of inspector. The purpose of high speed, accuracy and reduce the cost is obtained. It is analyzed in the dissertation that the appearance of facula and its resolvent. The choice of color system, the principle and realization of image pre-process in the image processing are also researched in this paper. The result is more approached to the fact by image region selecting, image character extracting, image character selectivity filtration, image statistics analysis etc. according to the characteristic of the image detection. It is indicated that Cola lighting system is a great solution of facular caused by lighting unevenly while acquiring the image. Turn the spot light source to the area light source to make the room light even and it is good for the image acquisition and processing. The tomato images are processed and analyzed by the color systems of GRB and HIS. Use the linear enhancement in the modification of gray scale to enhance theâ… component in the HIS color system. In order to see the image clearly after process, the images are noise filtered by the means of medium filtering. The images are well filtered in this situation meanwhile the image information is well protected. For the sake of improving the speed and accuracy of analyzing the image and reduce the influence of the tomato shape on the image analyzing, the HIS hologram...
Keywords/Search Tags:image processing, tomato, chroma, gray scale, fruit and vegetable preservation, color system
PDF Full Text Request
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