Method, system, device and computer program product for MPEG variable bit rate (VBR) video traffic classification using a nearest neighbor classifier
AssigneeHughes Electronics Corporation
InventorQilian Liang
Life of this patent
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Abstract
A method, system, device and computer program product for moving pictures experts group (MPEG) variable bit rate (VBR) video traffic classification using a nearest neighbor classifier, including determining I, P and B frame sizes for an input MPEG VBR video sequence; computing mean values of the I, P and B frame sizes; and classifying the input video sequence into one of a plurality of categories based on the computed mean values using a nearest neighbor classifier.
Claims24
A method for moving pictures experts group (MPEG) variable bit rate (VBR) video traffic classification using a nearest neighbor classifier, comprising:
- determining I, P and B frame sizes for an input MPEG VBR video sequence;
- computing mean values of said I, P and B frame sizes;
- and
- classifying said input video sequence into one of a plurality of categories based on said computed mean values using a nearest neighbor classifier.
A communications system configured to include moving pictures experts group (MPEG) variable bit rate (VBR) video traffic classification using a nearest neighbor classifier, comprising:
- a device configured to determine I, P and B frame sizes for an input MPEG VBR video sequence;
- said device configured to compute mean values of said I, P and B frame sizes;
- and
- said device configured to classify said input video sequence into one of a plurality of categories based on said computed mean values using a nearest neighbor classifier.
A communications system for moving pictures experts group (MPEG) variable bit rate (VBR) video traffic classification using a nearest neighbor classifier, comprising:
- means for determining I, P and B frame sizes for an input MPEG VBR video sequence;
- means for computing mean values of said I, P and B frame sizes;
- and
- means for classifying said input video sequence into one of a plurality of categories based on said computed mean values using a nearest neighbor classifier.
A communications device configured to include moving pictures experts group (MPEG) variable bit rate (VBR) video traffic classification using a nearest neighbor classifier, comprising:
- said device configured to determine I, P and B frame sizes for an input MPEG VBR video sequence;
- said device configured to compute mean values of said I, P and B frame sizes;
- and
- said device configured to classify said input video sequence into one of a plurality of categories based on said computed mean values using a nearest neighbor classifier.
A communications apparatus for moving pictures experts group (MPEG) variable bit rate (VBR) video traffic classification using a nearest neighbor classifier, comprising:
- means for determining I, P and B frame sizes for an input MPEG VBR video sequence;
- means for computing mean values of said I, P and B frame sizes;
- and
- means for classifying said input video sequence into one of a plurality of categories based on said computed mean values using a nearest neighbor classifier.
Dependencies are inferred from the claim text.