• KSII Transactions on Internet and Information Systems (TIIS)
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• v.8 no.12
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• pp.4502-4512
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• 2014

This article presents a reformulation of the Grey Edge framework for colour constancy. Colour constancy is the ability of a visual system to perceive objects' colours independently of their scenes' illuminants. Colour constancy algorithms try to estimate the colour of an illuminant from image values. This estimation can later be used to correct the image as though it were taken under a white illuminant. The modification presented allows the framework to incorporate image-specific filters instead of the commonly used edge detectors. A colour constancy algorithm is proposed using PCA and FastICA linear component analyses methods for the construction of such filters. The results show that the proposed method improves the accuracies of the Grey Edge framework algorithms whilst on the other hand, achieving comparable accuracies with the state-of-the-art methods, but improving their time efficiencies.

• Applied Microscopy
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• v.31 no.2
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• pp.185-197
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• 2001

Human gastric adenocarcinomas are fixated with low energy of microwave (LEM) to study fixation effects in level of ultrastructure and antigenicity of the cancer. For the Ag-Ab reactions , the LEM fixated sdenocarcinomas are incorporated with monoclonal mouse anti-human p53 (IgG2b, kappa) and rabbit anti human cerbB-2. The retrieval of antigenicity are easily recognizable in the LEM fixated sections compared with that of frozen sections which show often diffused colour reactions. And the LEM fixation methods have preserved ultrastructures of the adenocarcinoma, but it was often difficult to maintain constancy in fixation effects. For the constancy, LEM was coupled with low concentration of chemical fixatives, such as glutaraldehyde (<1%) and $OsO_4$ (<0.5%). The results were acceptable, but there are tendencies that the adenocarcinoma requisitioned rather weak microwave energy to come into the optimal fixation effects. Therefore , cultured HeLa cells were fixated with lower energy of microwave than that used to the adenocarcinoma. The ultrastructures of the single HeLa cell have been preserved. The results may imply that a different energy levels of microwave are requisitioned in accordance with kinds of cells and tissues for the optimal fixation effects. It is reported and discussed that the fixation methods of LEM used in this work could be applied routinely to conceal a insufficient diffusion rate of chemical fixatives into some kinds of cancer without compromising the ultrastructures as well as to improve antigenic quality of frozen sections.