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371 results about "Residual value" patented technology

Residual value is one of the constituents of a leasing calculus or operation. It describes the future value of a good in terms of absolute value in monetary terms and it is sometimes abbreviated into a percentage of the initial price when the item was new. Example: A car is sold at a list price of $20,000 today. After a usage of 36 months and 50,000 miles its value is contractually defined as $10,000 or 50%.

Online updating method of principal component analysis monitoring model

The invention relates to an online updating method of a principal component analysis monitoring model. The method comprises the following steps that: 1) A model online updating system comprising data acquisition equipment and a monitoring computer is arranged in industry field; 2) A traditional principal component analysis (PCA) modeling module uses historical data to establish a PCA initial monitoring model; 3) After the monitoring begins, a mean value variance updating module calculates a mean value and a standard deviation sigma' of a new model according to real-time process data and the current PCA model; 4) A projection point calculation module calculates a residual vector of a new sample and transmits to a residual determination module; 5) The residual determination module determines an updating method of a projection direction according to a size of a residual vector die; if the residual is large, a principal component space adjusting module is called; if the residual value is small, a principal component direction fine adjusting module is called; finally a load vector P' nk and a characteristic value matrix lambda' kk of the new model is obtained; 6) A control limit updating module carries out control limit and updating on statistical magnitude of the model; the system finally outputs the new model omega' which is used for online monitoring and fault diagnosis during an industrial process.
Owner:TSINGHUA UNIV

Method and system for coding, decoding and reconstructing video image blocks

The invention discloses a method and a system for coding, decoding and reconstructing video image blocks, wherein the coding method comprises the following steps: selecting a prediction mode, and generating predicted blocks according to the reconstructed pixels around image blocks; calculating the difference between the pixels corresponding to the image blocks and the predicted blocks to obtain residual values, wherein all the residual values constitute a residual block; selecting the arrangement sequence of at least one residual value from a group of rearrangement sequences of the residual values to be selected, and rearranging the residual values in the residual block; transforming the rearranged residual block by selecting a transformation function to obtain the indication of the transformation coefficient of the residual block; and further scanning, quantifying and carrying out entropy-coding on the transformation coefficient. By rearranging the residual sampling values in the residual block in a null field, the characteristics of residual statistics in different modes can be similar or identical, thus achieving the performance similar to the transformation related to the modes by using fewer transformation functions and reducing the storage complexity of a coder and a decoder at the same time.
Owner:PEKING UNIV

Remote sensing image near-lossless compression hardware realization method based on improved JPEG-LS algorithm

A remote sensing image near-lossless compression hardware realization method based on improved JPEG-LS algorithm comprises the steps (1) directly calculating to obtain a pixel reconstruction value by the pixel actual value of an input image and accomplishing the calculation in a single clock period by using a formula Rx=int[Ix/(2Near+1)]*(2Near+1), in the formula, the Rx and the Ix are respectively the pixel reconstruction value and actual value, the int is rounding operation, and the Near is a compression ratio control factor; (2) calculating a context environmental variable Q according to the obtained pixel reconstruction value, if Q is equal to 0, performing run coding, otherwise, going to a step (3) of performing conventional coding; (3) calculating the predictive value of the current pixel by the pixel reconstruction value according to the geometric position relation between the current pixel and the adjacent pixel; (4) calculating the residual value between the predictive value and actual value of the current pixel; and (5) performing Golomb coding after quantising the obtained residual value, and synchronously updating the parameter variable corresponding to the context environmental variable Q using the quantisation result.
Owner:BEIJING RES INST OF SPATIAL MECHANICAL & ELECTRICAL TECH

Intra-frame coding and decoding method, coder and decoder

An embodiment of the invention provides an intra-frame coding and decoding method, a coder and a decoder. The intra-frame decoding method includes: acquiring the reference pixel value of a current image block; acquiring the predicted value of the first kind of pixels in the current image block according to the reference pixel value of the current image block in an intra-frame prediction algorithm, wherein the current image includes the first kind of pixels and the second kind of pixels, and the second kind of pixels include pixels except pixels of the first kind of pixels; acquiring the residual value of the first kind of pixels according to the predicted value and the original pixel value of the first kind of pixels; obtaining conversion coefficient according to the residual value of the first kind of pixels; acquiring the quantitative conversion coefficient through quantitative coefficient conversion; reconstructing the first kind of pixels according to the e quantitative conversion coefficient and the predicted value of the first kind of pixels to obtain the reconstruction value of the first kind of pixels; acquiring the reconstruction value of the second kind of pixels according to the reconstruction value of the first kind of pixels in an interpolation method. The intra-frame coding and decoding method, the coder and the decoder can code flexibly and improve the coding efficiency.
Owner:HUAWEI TECH CO LTD
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