CN109697701B - 用于检测场景中的雾的方法和图像捕获设备 - Google Patents

用于检测场景中的雾的方法和图像捕获设备 Download PDF

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CN109697701B
CN109697701B CN201811227758.3A CN201811227758A CN109697701B CN 109697701 B CN109697701 B CN 109697701B CN 201811227758 A CN201811227758 A CN 201811227758A CN 109697701 B CN109697701 B CN 109697701B
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image
scene
contrast
fog
radiation
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CN109697701A (zh
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C·徐
P·威廉松
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Axis AB
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/11—Region-based segmentation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/56—Context or environment of the image exterior to a vehicle by using sensors mounted on the vehicle
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/73—Deblurring; Sharpening
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/40—Image enhancement or restoration using histogram techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/90—Determination of colour characteristics
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/10—Image acquisition
    • G06V10/12—Details of acquisition arrangements; Constructional details thereof
    • G06V10/14—Optical characteristics of the device performing the acquisition or on the illumination arrangements
    • G06V10/143—Sensing or illuminating at different wavelengths
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/56—Cameras or camera modules comprising electronic image sensors; Control thereof provided with illuminating means
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/70—Circuitry for compensating brightness variation in the scene
    • H04N23/71—Circuitry for evaluating the brightness variation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10048—Infrared image
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10141—Special mode during image acquisition
    • G06T2207/10152—Varying illumination
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30168—Image quality inspection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30181—Earth observation
    • G06T2207/30192—Weather; Meteorology
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2210/00—Indexing scheme for image generation or computer graphics
    • G06T2210/24—Fluid dynamics

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Signal Processing (AREA)
  • Quality & Reliability (AREA)
  • Studio Devices (AREA)
  • Image Analysis (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
  • Blocking Light For Cameras (AREA)
CN201811227758.3A 2017-10-24 2018-10-22 用于检测场景中的雾的方法和图像捕获设备 Active CN109697701B (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
EP17197933.9A EP3477548B1 (en) 2017-10-24 2017-10-24 Method and image capturing device for detecting fog in a scene
EP17197933.9 2017-10-24

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CN109697701A CN109697701A (zh) 2019-04-30
CN109697701B true CN109697701B (zh) 2020-10-02

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US (1) US10467742B2 (enExample)
EP (1) EP3477548B1 (enExample)
JP (1) JP6598960B2 (enExample)
KR (1) KR102059906B1 (enExample)
CN (1) CN109697701B (enExample)
TW (1) TWI690900B (enExample)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3447678A1 (en) * 2017-08-21 2019-02-27 Axis AB Method and image processing device for detecting a portion of an image
EP3734956B1 (en) * 2017-12-27 2022-10-26 Hangzhou Hikvision Digital Technology Co., Ltd. Infrared light control method and device and four-eye adjustable camera
CN116648921A (zh) 2020-08-21 2023-08-25 株式会社小糸制作所 车载用传感系统以及门控照相机
CN112866636B (zh) * 2020-12-31 2023-06-27 北京文安智能技术股份有限公司 基于最远可视距离的团雾识别预警方法、系统和电子设备
CN113077422B (zh) * 2021-03-22 2023-08-15 浙江大华技术股份有限公司 起雾图像检测方法、模型训练方法及装置
JP7647387B2 (ja) * 2021-06-25 2025-03-18 株式会社Ｊｖｃケンウッド 画像処理装置、画像処理方法およびプログラム
US11927485B2 (en) * 2021-12-17 2024-03-12 Rebellion Photonics, Inc. Systems, methods, and computer program products for detection limit determinations for hyperspectral imaging
CN115767209B (zh) * 2022-11-15 2025-08-05 烟台艾睿光电科技有限公司 红外图像采集控制方法、设备、系统和存储介质
TWI832568B (zh) * 2022-11-18 2024-02-11 廣達電腦股份有限公司 霧氣判別方法、及光學設備

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102539385A (zh) * 2012-01-09 2012-07-04 北京大学 多波长雾霾识别方法及能见度测量方法
CN104217215A (zh) * 2014-08-28 2014-12-17 哈尔滨工程大学 一种水面有雾图像和清晰图像的分类识别方法

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP4463388B2 (ja) * 2000-06-29 2010-05-19 小糸工業株式会社 視認状況測定装置
JP4327024B2 (ja) * 2003-08-12 2009-09-09 株式会社日立製作所 画像処理システム
FR2919727B1 (fr) * 2007-08-03 2010-07-30 Valeo Vision Procede de detection par un vehicule d'un phenomene perturbateur de visibilite
JP6361631B2 (ja) * 2015-10-29 2018-07-25 Smk株式会社 車載センサ、車両用灯具及び車両
EP3166315A1 (en) * 2015-11-05 2017-05-10 Axis AB A method and apparatus for controlling a degree of compression of a digital image

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102539385A (zh) * 2012-01-09 2012-07-04 北京大学 多波长雾霾识别方法及能见度测量方法
CN104217215A (zh) * 2014-08-28 2014-12-17 哈尔滨工程大学 一种水面有雾图像和清晰图像的分类识别方法

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
Image based fog detection in vehicles;Mario Pavlic 等;《2012 Intelligent Vehicles Symposium》;20120607;第1132-1137页 *

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Publication number Publication date
KR20190045857A (ko) 2019-05-03
KR102059906B1 (ko) 2020-02-11
JP2019078755A (ja) 2019-05-23
US20190122355A1 (en) 2019-04-25
EP3477548A1 (en) 2019-05-01
TW201923709A (zh) 2019-06-16
CN109697701A (zh) 2019-04-30
JP6598960B2 (ja) 2019-10-30
TWI690900B (zh) 2020-04-11
US10467742B2 (en) 2019-11-05
EP3477548B1 (en) 2020-02-19

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