Device and method for depth image dequantization
A mechanism is described for facilitating depth image dequantization at computing devices according to one embodiment. A method of embodiments, as described herein, includes detecting a digital image of an object, the digital image including pixels having associated pixel values contaminated by nois...
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creator | Surazhsky Vitaly Kimmel Ron Karni Zachi Bronstein Michael Bronstein Alex Sperling Erez Zabatani Aviad |
description | A mechanism is described for facilitating depth image dequantization at computing devices according to one embodiment. A method of embodiments, as described herein, includes detecting a digital image of an object, the digital image including pixels having associated pixel values contaminated by noise, and side information pertaining to confidence of a value acquired in each pixel. The method may further include measuring characteristics of noise in each pixel of the digital image, and a plurality of weights relating to one or more of the pixel values, the side information, and the noise characteristics. The method may further include computing a smart filter based on a combination of the plurality of weights, applying the smart filter to filter the digital image by reducing the noise in the digital image, and outputting the filtered digital image. |
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A method of embodiments, as described herein, includes detecting a digital image of an object, the digital image including pixels having associated pixel values contaminated by noise, and side information pertaining to confidence of a value acquired in each pixel. The method may further include measuring characteristics of noise in each pixel of the digital image, and a plurality of weights relating to one or more of the pixel values, the side information, and the noise characteristics. 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A method of embodiments, as described herein, includes detecting a digital image of an object, the digital image including pixels having associated pixel values contaminated by noise, and side information pertaining to confidence of a value acquired in each pixel. The method may further include measuring characteristics of noise in each pixel of the digital image, and a plurality of weights relating to one or more of the pixel values, the side information, and the noise characteristics. The method may further include computing a smart filter based on a combination of the plurality of weights, applying the smart filter to filter the digital image by reducing the noise in the digital image, and outputting the filtered digital image.</description><subject>CALCULATING</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>HANDLING RECORD CARRIERS</subject><subject>IMAGE DATA PROCESSING OR GENERATION, IN GENERAL</subject><subject>PHYSICS</subject><subject>PRESENTATION OF DATA</subject><subject>RECOGNITION OF DATA</subject><subject>RECORD CARRIERS</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2018</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNrjZDBwSS3LTE5VSMxLUchNLcnIT1FIyy9SSEktKMlQyMxNTE8FsgtLE_NKMqsSSzLz83gYWNMSc4pTeaE0N4OCm2uIs4duakF-fGpxQWJyal5qSXxosKWliYG5gaGTkTERSgD43Sr4</recordid><startdate>20180410</startdate><enddate>20180410</enddate><creator>Surazhsky Vitaly</creator><creator>Kimmel Ron</creator><creator>Karni Zachi</creator><creator>Bronstein Michael</creator><creator>Bronstein Alex</creator><creator>Sperling Erez</creator><creator>Zabatani Aviad</creator><scope>EVB</scope></search><sort><creationdate>20180410</creationdate><title>Device and method for depth image dequantization</title><author>Surazhsky Vitaly ; Kimmel Ron ; Karni Zachi ; Bronstein Michael ; Bronstein Alex ; Sperling Erez ; Zabatani Aviad</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_US9940701B23</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng</language><creationdate>2018</creationdate><topic>CALCULATING</topic><topic>COMPUTING</topic><topic>COUNTING</topic><topic>HANDLING RECORD CARRIERS</topic><topic>IMAGE DATA PROCESSING OR GENERATION, IN GENERAL</topic><topic>PHYSICS</topic><topic>PRESENTATION OF DATA</topic><topic>RECOGNITION OF DATA</topic><topic>RECORD CARRIERS</topic><toplevel>online_resources</toplevel><creatorcontrib>Surazhsky Vitaly</creatorcontrib><creatorcontrib>Kimmel Ron</creatorcontrib><creatorcontrib>Karni Zachi</creatorcontrib><creatorcontrib>Bronstein Michael</creatorcontrib><creatorcontrib>Bronstein Alex</creatorcontrib><creatorcontrib>Sperling Erez</creatorcontrib><creatorcontrib>Zabatani Aviad</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Surazhsky Vitaly</au><au>Kimmel Ron</au><au>Karni Zachi</au><au>Bronstein Michael</au><au>Bronstein Alex</au><au>Sperling Erez</au><au>Zabatani Aviad</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>Device and method for depth image dequantization</title><date>2018-04-10</date><risdate>2018</risdate><abstract>A mechanism is described for facilitating depth image dequantization at computing devices according to one embodiment. A method of embodiments, as described herein, includes detecting a digital image of an object, the digital image including pixels having associated pixel values contaminated by noise, and side information pertaining to confidence of a value acquired in each pixel. The method may further include measuring characteristics of noise in each pixel of the digital image, and a plurality of weights relating to one or more of the pixel values, the side information, and the noise characteristics. The method may further include computing a smart filter based on a combination of the plurality of weights, applying the smart filter to filter the digital image by reducing the noise in the digital image, and outputting the filtered digital image.</abstract><oa>free_for_read</oa></addata></record> |
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subjects | CALCULATING COMPUTING COUNTING HANDLING RECORD CARRIERS IMAGE DATA PROCESSING OR GENERATION, IN GENERAL PHYSICS PRESENTATION OF DATA RECOGNITION OF DATA RECORD CARRIERS |
title | Device and method for depth image dequantization |
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