TWI799945B - 影像之後處理系統與後處理方法 - Google Patents

影像之後處理系統與後處理方法 Download PDF

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Publication number
TWI799945B
TWI799945B TW110130025A TW110130025A TWI799945B TW I799945 B TWI799945 B TW I799945B TW 110130025 A TW110130025 A TW 110130025A TW 110130025 A TW110130025 A TW 110130025A TW I799945 B TWI799945 B TW I799945B
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TW
Taiwan
Prior art keywords
image postprocessing
postprocessing
image
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Application number
TW110130025A
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English (en)
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TW202307784A (zh
Inventor
蔡德明
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國立陽明交通大學
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Application filed by 國立陽明交通大學 filed Critical 國立陽明交通大學
Priority to TW110130025A priority Critical patent/TWI799945B/zh
Priority to CN202111002058.6A priority patent/CN115705924A/zh
Priority to US17/883,086 priority patent/US20230146192A1/en
Publication of TW202307784A publication Critical patent/TW202307784A/zh
Application granted granted Critical
Publication of TWI799945B publication Critical patent/TWI799945B/zh

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—2D [Two Dimensional] image generation
    • G06T11/003—Reconstruction from projections, e.g. tomography
    • G06T11/008—Specific post-processing after tomographic reconstruction, e.g. voxelisation, metal artifact correction
    • G—PHYSICS
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/047—Probabilistic or stochastic networks
    • G—PHYSICS
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0475—Generative networks
    • G—PHYSICS
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0499—Feedforward networks
    • G—PHYSICS
    • 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
    • G06N3/08—Learning methods
    • G06N3/094—Adversarial learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2210/00—Indexing scheme for image generation or computer graphics
    • G06T2210/41—Medical
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2211/00—Image generation
    • G06T2211/40—Computed tomography
    • G06T2211/424—Iterative

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Molecular Biology (AREA)
  • Artificial Intelligence (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Probability & Statistics with Applications (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
TW110130025A 2021-08-13 2021-08-13 影像之後處理系統與後處理方法 TWI799945B (zh)

Priority Applications (3)

Application Number Priority Date Filing Date Title
TW110130025A TWI799945B (zh) 2021-08-13 2021-08-13 影像之後處理系統與後處理方法
CN202111002058.6A CN115705924A (zh) 2021-08-13 2021-08-30 影像的后处理系统与后处理方法
US17/883,086 US20230146192A1 (en) 2021-08-13 2022-08-08 Post processing system and post processing method for reconstructed images and non-transitory computer readable medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
TW110130025A TWI799945B (zh) 2021-08-13 2021-08-13 影像之後處理系統與後處理方法

Publications (2)

Publication Number Publication Date
TW202307784A TW202307784A (zh) 2023-02-16
TWI799945B true TWI799945B (zh) 2023-04-21

Family

ID=85180596

Family Applications (1)

Application Number Title Priority Date Filing Date
TW110130025A TWI799945B (zh) 2021-08-13 2021-08-13 影像之後處理系統與後處理方法

Country Status (3)

Country Link
US (1) US20230146192A1 (zh)
CN (1) CN115705924A (zh)
TW (1) TWI799945B (zh)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11900534B2 (en) * 2021-07-30 2024-02-13 The Boeing Company Systems and methods for synthetic image generation

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109674471A (zh) * 2018-12-18 2019-04-26 中国科学技术大学 一种基于生成对抗网络的电阻抗成像方法及系统

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109674471A (zh) * 2018-12-18 2019-04-26 中国科学技术大学 一种基于生成对抗网络的电阻抗成像方法及系统

Also Published As

Publication number Publication date
US20230146192A1 (en) 2023-05-11
CN115705924A (zh) 2023-02-17
TW202307784A (zh) 2023-02-16

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