CLASSIFICATION AND ENCODER SELECTION BASED ON CONTENT
First Claim
Patent Images
1. A computer-implemented method for classifying image data for transmission over a computer network, the method comprising:
- receiving a plurality of images representative of a target system'"'"'s graphics usage;
testing the plurality of images using a plurality of encoding codecs;
encoding the plurality of images using the plurality of encoding codecs;
compressing the encoded plurality of images to generate encoded data for transmission over a network stream;
testing the compressed encoded plurality of images to determine a set of characteristic responses; and
selecting a subset of the characteristic responses for input to an image classifier.
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Accused Products
Abstract
In various embodiments, methods and systems are disclosed for dynamic runtime implementation and end-to-end biased tuning of a two stage image classification system based on a decision function that uses network packet sizes and multiple image characteristics to determine the selection of an encoding codec to reduce overall network bandwidth consumption.
6 Citations
20 Claims
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1. A computer-implemented method for classifying image data for transmission over a computer network, the method comprising:
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receiving a plurality of images representative of a target system'"'"'s graphics usage; testing the plurality of images using a plurality of encoding codecs; encoding the plurality of images using the plurality of encoding codecs; compressing the encoded plurality of images to generate encoded data for transmission over a network stream; testing the compressed encoded plurality of images to determine a set of characteristic responses; and selecting a subset of the characteristic responses for input to an image classifier. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 17)
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15. A system comprising:
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at least one processor; and at least one memory communicatively coupled to said at least one processor when the system is operational, the memory having stored therein computer-executable instructions that, upon execution by the processor, at least cause the system to; receive image data representative of a target system'"'"'s graphics usage; analyze the image data using a plurality of encoding codecs; encode the image data using the plurality of encoding codecs; generate encoded image data for transmission over a data network; determine a set of characteristic responses for the encoded image data; and send the characteristic responses to a computing device that at least implements an image classification subsystem. - View Dependent Claims (16)
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18. A computer readable storage medium storing thereon computer executable instructions for transmitting graphics data comprising:
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instructions for testing a plurality of images using a plurality of encoding codecs; instructions for encoding and compressing the plurality of images; instructions for analyzing the compressed encoded plurality of images to determine a set of characteristic responses; and instructions for selecting one or more of the characteristic responses for input to an image classifier. - View Dependent Claims (19, 20)
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Specification