System and methods for upsampling of decompressed time-series data using a neural network
US-12068761-B1 · Aug 20, 2024 · US
USRE48564E · US · E1
| Field | Value |
|---|---|
| Publication number | US-RE48564-E |
| Application number | US-201916367741-A |
| Country | US |
| Kind code | E1 |
| Filing date | Mar 28, 2019 |
| Priority date | Jul 31, 2010 |
| Publication date | May 18, 2021 |
| Grant date | May 18, 2021 |
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Provided is an image decoding apparatus that restores a quantized transform block by inversely scanning 1D quantized coefficients, inversely quantizes the quantized transform block using a quantization step size, inversely transforms the transform block to generate a residual block, and generates a prediction block according to an intra prediction mode. When a size of the transform block is 8×8, the quantized transform block is divided into a plurality of sub-blocks, and the plurality of sub-blocks and coefficients of each sub-block are scanned using a same scan pattern determined according to the intra prediction mode. When the intra prediction mode is a horizontal mode, the scan pattern is a vertical scan.
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The invention claimed is: 1. An image decoding apparatus, comprising: an entropy decoder configured to restore an intra prediction mode and one-dimensional (1D) quantized coefficients; an inverse scanner configured to inversely scan the 1D quantized coefficients to generate quantized transform coefficients; an inverse quantizer configured to inversely quantize a quantized transform block using a quantization step size to generate a transform block; an inverse transformer configured to inversely transform the transform block to generate a residual block; an intra predictor configured to generate a prediction block corresponding to a current prediction block according to the intra prediction mode; and an adder configured to restore an original block by adding the residual block and the prediction block, wherein the inverse scanner restores is further configured to restore a plurality of sub-blocks, which are generated by an encoder that divides the quantized transform block into the plurality of sub-blocks after quantizing the transform block when a size of the transform block is 8×8, by applying a first scan pattern determined according to the intra prediction mode to the 1D quantized coefficients, and restores restore the quantized transform block by applying a second scan pattern determined according to the intra prediction mode to the plurality of sub-blocks, wherein the first scan pattern is a scan order applied to the 1D quantized coefficients, and the second scan pattern is a scan order applied to each sub-block of the plurality of sub-blocks determined according to the intra prediction mode, wherein the first scan pattern is the same as the second scan pattern, wherein, when the intra prediction mode is a horizontal mode, the second scan pattern is a vertical scan, wherein a scan pattern for scanning flags indicating non-zero coefficients of each sub-block is the same as a scan pattern for scanning non-zero coefficients of each sub-block, and wherein the intra predictor includes: a reference pixel generator configured to generate reference pixels using available reference pixels of the current prediction block when reference pixels do not exist; a reference pixel filter configured to adaptively filter reference pixels adjacent to the current prediction block based on the intra prediction mode and size information of the current prediction block; and a prediction block generator configured to generate the prediction block of the current prediction block according to the intra prediction mode. 2. The apparatus of claim 1 , wherein, when the intra prediction mode is one out of a predetermined number of intra prediction modes adjacent to the horizontal mode, the second scan pattern is the vertical scan. 3. The apparatus of claim 1 , wherein the restored plurality of sub-blocks are inversely scanned in a reverse direction. 4. The apparatus of claim 1 , wherein the quantization step size is determined per coding unit of a predetermined size.
involving spatial sub-sampling or interpolation, e.g. alteration of picture size or resolution · CPC title
involving filtering within a prediction loop · CPC title
Entropy coding, e.g. variable length coding [VLC] or arithmetic coding · CPC title
Selection of transform size, e.g. 8x8 or 2x4x8 DCT; Selection of sub-band transforms of varying structure or type · CPC title
involving spatial prediction techniques · CPC title
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