KR102577361B9 - 보완적인 적대적 학습을 통한 이미지에서의 안개 제거 방법 및 장치 - Google Patents

보완적인 적대적 학습을 통한 이미지에서의 안개 제거 방법 및 장치

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Publication number
KR102577361B9
KR102577361B9 KR1020210155645A KR20210155645A KR102577361B9 KR 102577361 B9 KR102577361 B9 KR 102577361B9 KR 1020210155645 A KR1020210155645 A KR 1020210155645A KR 20210155645 A KR20210155645 A KR 20210155645A KR 102577361 B9 KR102577361 B9 KR 102577361B9
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KR
South Korea
Prior art keywords
via complementary
adversarial learning
image dehazing
dehazing
image
Prior art date
Application number
KR1020210155645A
Other languages
English (en)
Other versions
KR20230069528A (ko
KR102577361B1 (ko
Inventor
백준기
신중철
Original Assignee
중앙대학교 산학협력단
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
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Application filed by 중앙대학교 산학협력단 filed Critical 중앙대학교 산학협력단
Priority to KR1020210155645A priority Critical patent/KR102577361B1/ko
Publication of KR20230069528A publication Critical patent/KR20230069528A/ko
Application granted granted Critical
Publication of KR102577361B1 publication Critical patent/KR102577361B1/ko
Publication of KR102577361B9 publication Critical patent/KR102577361B9/ko

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/77—Retouching; Inpainting; Scratch removal
    • 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
    • G06N3/08—Learning methods
    • G06N3/094—Adversarial learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
    • G06T3/4046—Scaling of whole images or parts thereof, e.g. expanding or contracting using neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/73—Deblurring; Sharpening
    • 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
    • G06T2207/20076—Probabilistic image processing
    • 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
    • G06T2207/20081—Training; Learning
    • 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]
    • 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
    • G06T2210/24—Fluid dynamics

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Computational Linguistics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
KR1020210155645A 2021-11-12 2021-11-12 보완적인 적대적 학습을 통한 이미지에서의 안개 제거 방법 및 장치 KR102577361B1 (ko)

Priority Applications (1)

Application Number Priority Date Filing Date Title
KR1020210155645A KR102577361B1 (ko) 2021-11-12 2021-11-12 보완적인 적대적 학습을 통한 이미지에서의 안개 제거 방법 및 장치

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
KR1020210155645A KR102577361B1 (ko) 2021-11-12 2021-11-12 보완적인 적대적 학습을 통한 이미지에서의 안개 제거 방법 및 장치

Publications (3)

Publication Number Publication Date
KR20230069528A KR20230069528A (ko) 2023-05-19
KR102577361B1 KR102577361B1 (ko) 2023-09-11
KR102577361B9 true KR102577361B9 (ko) 2024-02-08

Family

ID=86546695

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020210155645A KR102577361B1 (ko) 2021-11-12 2021-11-12 보완적인 적대적 학습을 통한 이미지에서의 안개 제거 방법 및 장치

Country Status (1)

Country Link
KR (1) KR102577361B1 (ko)

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR101746712B1 (ko) 2016-02-26 2017-06-13 울산과학기술원 안개 제거 방법 및 장치
EP3440627A4 (en) * 2016-04-07 2019-12-04 Carmel Haifa University Economic Corporation Ltd. DEBRUMAGE AND RESTORATION OF IMAGES

Also Published As

Publication number Publication date
KR20230069528A (ko) 2023-05-19
KR102577361B1 (ko) 2023-09-11

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GRNT Written decision to grant
G170 Re-publication after modification of scope of protection [patent]