To deal with the image hue and saturation distortion problems in the traditional Retinex algorithm with color restoration coefficient, enhancement MSRCR algorithm of color fog image based on the adaptive scale is proposed. In the RGB color space, the color restoration coefficient is confirmed firstly. Then according to the each channel pixel values, the local weight correction function is introduced and the Gaussian kernel of the required scale is calculated. Doing local correction for the reflection component estimation and obtaining the multi-scale image by weighting. At last, the obtained image is used to contrast stretching and global Gamma correction in order to enhance the image. Through the subjective observation and objective evaluation, the algorithm is better than the traditional MSRCR algorithm in the overall and details.
Ecolocation (error controlling localization technique) is a novel sequence-based RF localization algorithm. A key feature of the Ecolocation algorithm is that it constructs a constraint table based on RSSI values and compares data between two tables. However, the definitions of the constraint and the centroid in the Ecolocation algorithm are imperfect, and result in poor localization performance. To improve the localization accuracy, a new algorithm based on weighted rank order correlation coefficient and dynamic centroid method is proposed. Simulation results indicate that compared with the Ecolocation, the localization accuracy and robustness of the new algorithm are distinctly raised.
CitationYu Y, Jiang C X, Zhao X J, et al. Sequence-based localization algorithm with improved correlation metric and dynamic centroid.
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