TWI768323B - 影像處理裝置以及其影像處理方法 - Google Patents

影像處理裝置以及其影像處理方法 Download PDF

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TWI768323B
TWI768323B TW109112722A TW109112722A TWI768323B TW I768323 B TWI768323 B TW I768323B TW 109112722 A TW109112722 A TW 109112722A TW 109112722 A TW109112722 A TW 109112722A TW I768323 B TWI768323 B TW I768323B
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image
input
texture
weight
network model
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TW202044196A (zh
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李天
金東炫
朴鎔燮
朴在演
安一埈
李炫承
安泰慶
文永秀
李泰美
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南韓商三星電子股份有限公司
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    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
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    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
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    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/13—Edge detection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]

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TW109112722A 2019-05-22 2020-04-16 影像處理裝置以及其影像處理方法 TWI768323B (zh)

Applications Claiming Priority (4)

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KR10-2019-0060240 2019-05-22
KR20190060240 2019-05-22
KR10-2019-0080346 2019-07-03
KR1020190080346A KR102410907B1 (ko) 2019-05-22 2019-07-03 영상 처리 장치 및 그 영상 처리 방법

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Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112634160A (zh) 2020-12-25 2021-04-09 北京小米松果电子有限公司 拍照方法及装置、终端、存储介质
US11720769B2 (en) * 2021-06-03 2023-08-08 Global Graphics Software Limited Methods and systems for enhancing raster image processing using artificial intelligence
TWI821715B (zh) * 2021-07-20 2023-11-11 和碩聯合科技股份有限公司 生成器網路模型的訓練方法及其執行的電子裝置
KR102651559B1 (ko) * 2021-12-08 2024-03-26 주식회사 딥엑스 영상 융합을 위한 신경 프로세싱 유닛 및 인공신경망 시스템
KR20230060338A (ko) * 2021-10-27 2023-05-04 삼성전자주식회사 영상 처리 장치 및 이에 의한 영상 처리 방법
TWI806243B (zh) 2021-11-17 2023-06-21 瑞昱半導體股份有限公司 超解析度影像產生裝置
CN114092353B (zh) * 2021-11-19 2024-06-04 长春理工大学 一种基于加权引导滤波的红外图像增强方法
TWI805485B (zh) * 2021-12-20 2023-06-11 財團法人工業技術研究院 影像辨識的方法及其電子裝置
CN114897773B (zh) * 2022-03-31 2024-01-05 上海途巽通讯科技有限公司 一种基于图像处理的扭曲木材检测方法及系统
TWI847299B (zh) * 2022-10-07 2024-07-01 瑞昱半導體股份有限公司 具有深度學習機制的影像放大裝置及其影像放大方法

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CN102750695A (zh) * 2012-06-04 2012-10-24 清华大学 一种基于机器学习的立体图像质量客观评价方法
US20180075581A1 (en) * 2016-09-15 2018-03-15 Twitter, Inc. Super resolution using a generative adversarial network
CN108596841A (zh) * 2018-04-08 2018-09-28 西安交通大学 一种并行实现图像超分辨率及去模糊的方法
TW201837854A (zh) * 2017-04-10 2018-10-16 南韓商三星電子股份有限公司 用於深度學習影像超解析度的系統及方法
CN108734645A (zh) * 2017-04-24 2018-11-02 英特尔公司 神经网络优化机制
CN109934247A (zh) * 2017-12-18 2019-06-25 三星电子株式会社 电子装置及其控制方法

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CN102750695A (zh) * 2012-06-04 2012-10-24 清华大学 一种基于机器学习的立体图像质量客观评价方法
US20180075581A1 (en) * 2016-09-15 2018-03-15 Twitter, Inc. Super resolution using a generative adversarial network
TW201837854A (zh) * 2017-04-10 2018-10-16 南韓商三星電子股份有限公司 用於深度學習影像超解析度的系統及方法
CN108734645A (zh) * 2017-04-24 2018-11-02 英特尔公司 神经网络优化机制
CN109934247A (zh) * 2017-12-18 2019-06-25 三星电子株式会社 电子装置及其控制方法
CN108596841A (zh) * 2018-04-08 2018-09-28 西安交通大学 一种并行实现图像超分辨率及去模糊的方法

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期刊 Peng Ren et al., "Clustering-oriented Multiple Convolutional Neural Networks for Single Image Super-resolution", Cognitive Computation, 24 October 2017. Clustering-oriented Multiple Convolutional Neural Networks for Single Image Super-resolution Cognitive Computation Cognitive Computation 24 October 2017 Whole *
期刊 Yang Zhao et al., "High Resolution Local Structure-Constrained Image Upsampling", IEEE Transactions On Image Processing, VOL. 24, NO. 11, November 2015, page 4394 - 4407. High Resolution Local Structure-Constrained Image Upsampling VOL. 24, NO. 11 IEEE Transactions On Image Processing November 2015 page 4394 - 4407; *

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TW202044196A (zh) 2020-12-01
KR102410907B1 (ko) 2022-06-21

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