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US Patent 11974069 Image processing method and device using feature map compression

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Contents

Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent
1

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
119740691
Patent Inventor Names
Jae Seok Choi1
Mun Churl Kim1
Yong Woo Kim1
Date of Patent
April 30, 2024
1
Patent Application Number
169600881
Date Filed
December 12, 2018
1
Patent Citations
‌
US Patent 10521696 Convolutional neural network system and operation method thereof
1
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US Patent 10614354 Method and apparatus for implementing layers on a convolutional neural network accelerator
1
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US Patent 10664310 Memory access optimisation using per-layer computational mapping and memory allocation for CNN application
1
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US Patent 10726583 System and method of encoding and decoding feature maps and weights for a convolutional neural network
1
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US Patent 10733767 Method and device for processing multi-channel feature map images
1
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US Patent 10824939 Device for implementing artificial neural network with flexible buffer pool structure
1
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US Patent 10936907 Training a deep learning system for maritime applications
1
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US Patent 10909418 Neural network method and apparatus
1
...
Patent Primary Examiner
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Neil R McLean
1
CPC Code
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G06T 1/20
1
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G06T 3/4007
1
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G06T 3/4046
1
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G06T 3/4053
1
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G06N 3/08
1
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G09G 5/005
1
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G09G 5/026
1
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H04N 19/124
1
...
Patent abstract

Disclosed are an image processing method and device using a line-wise operation. The image processing device, according to one embodiment, comprises: a receiver for receiving an image; a first convolution operator for generating a feature map by performing a convolution operation on the basis of the image; and a compressor for compressing the feature map into units of at least one line; and a decompressor for reconstructing the feature map compressed into units of lines.

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