Methods and apparatus for data compression with a hybrid context
View Patent ↗A plurality of compression schemes are provided that achieve improved compression ratios. A first embodiment provides for compression of each pixel by one of a plurality of different entropy-based compression schemes based upon a probability cost analysis. A second embodiment provides for compression of each pixel based on a hybrid context formed using a plurality of compression schemes for improved probability determination, and thus improved entropy encoding. In embodiments of the invention, a context compression scheme similar to JBIG is applied, as well as an inverse scheme. The context scheme forms a statistical context from a concatenated sequence of previous pixel values. The inverse scheme provides a gray value estimation method based upon previous pixel values and respective threshold values. Statistics are maintained with respect to the actual current pixel value and the difference between an estimated gray value and the current pixel threshold value.
1. Apparatus for compressing data in a computer system, the apparatus comprising:
a plurality of pixel values stored in memory;
a context generator receiving a set of pixel values from the memory, the set of pixel values comprising a group of neighboring pixel values adjacent a current pixel value, the context generator providing a plurality of contexts based on the same group of neighboring pixel values and associated with a plurality of compression schemes;
a hybrid context generator receiving the plurality of contexts and generating a hybrid context;
a table indexed by the hybrid context, the table having statistical information; and
an encoding engine receiving the current pixel value from the memory and the statistical information from the table, the encoding engine providing encoded output.
2. The apparatus of claim 1 , wherein the encoding engine comprises an arithmetic encoder.
3. The apparatus of claim 1 , wherein the statistical information comprises a prediction and a probability value associated with each context.
4. The apparatus of claim 1 , wherein the hybrid context generator comprises means for concatenating the plurality of contexts.
5. The apparatus of claim 4 , wherein the hybrid context generator further comprises means for mapping a context having a first number of bits into a second number of bits, the second number being less than the first number.