BR112018011458A2 - detecção de nuvem em imagens de sensoriamento remoto - Google Patents

detecção de nuvem em imagens de sensoriamento remoto

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Publication number
BR112018011458A2
BR112018011458A2 BR112018011458A BR112018011458A BR112018011458A2 BR 112018011458 A2 BR112018011458 A2 BR 112018011458A2 BR 112018011458 A BR112018011458 A BR 112018011458A BR 112018011458 A BR112018011458 A BR 112018011458A BR 112018011458 A2 BR112018011458 A2 BR 112018011458A2
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cloud
stage
pixels
clouds
remote sensing
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BR112018011458A
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BR112018011458B1 (pt
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gerard Jeffrey
Khadka Pramithus
Guan Wei
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Climate Corp
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Publication of BR112018011458A2 publication Critical patent/BR112018011458A2/pt
Publication of BR112018011458B1 publication Critical patent/BR112018011458B1/pt

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Abstract

a presente invenção se refere a um sistema para detectar nuvens e sombras de nuvem. em uma abordagem, as nuvens e as sombras de nuvem dentro de uma imagem de sensoriamento remoto são detectadas através de um processo de três etapas. no primeiro estágio, um classificador de baixa revocação e de alta precisão é usado para identificar pixels de semente de nuvem dentro da imagem. no segundo estágio, um classificador de alta revocação e de baixa precisão é usado para identificar pixels de nuvem potenciais dentro da imagem. adicionalmente, no segundo estágio, os pixels de semente de nuvem são desenvolvidos nos pixels de nuvem potenciais para identificar agrupamentos de pixels que têm uma alta probabilidade de representar nuvens. no terceiro estágio, uma técnica geométrica é usada para determinar os pixels que provavelmente representam sombras difundidas pelas nuvens identificadas no segundo estágio. as nuvens identificadas no segundo estágio e as sombras identificadas no terceiro estágio são, então, exportadas como uma máscara de nuvem e máscara de nuvem da imagem de sensoriamento remoto.
BR112018011458-8A 2015-12-07 2016-11-15 Método, mídia de armazenamento não transitória e sistema de processamento de dados BR112018011458B1 (pt)

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US14/960,921 2015-12-07
US14/960,921 US9721181B2 (en) 2015-12-07 2015-12-07 Cloud detection on remote sensing imagery
PCT/US2016/061990 WO2017099951A1 (en) 2015-12-07 2016-11-15 Cloud detection on remote sensing imagery

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BR112018011458A2 true BR112018011458A2 (pt) 2018-11-27
BR112018011458B1 BR112018011458B1 (pt) 2023-03-07

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US (5) US9721181B2 (pt)
EP (1) EP3391099A4 (pt)
AR (1) AR106922A1 (pt)
AU (1) AU2016369263B2 (pt)
BR (1) BR112018011458B1 (pt)
CA (1) CA3007184C (pt)
UA (1) UA123591C2 (pt)
WO (1) WO2017099951A1 (pt)
ZA (1) ZA201803757B (pt)

Families Citing this family (116)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
IL236606B (en) 2015-01-11 2020-09-30 Gornik Amihay Standards and methods for agricultural monitoring
US9745060B2 (en) * 2015-07-17 2017-08-29 Topcon Positioning Systems, Inc. Agricultural crop analysis drone
US10089528B2 (en) * 2015-08-18 2018-10-02 Digitalglobe, Inc. Movement intelligence using satellite imagery
US10282821B1 (en) * 2015-08-27 2019-05-07 Descartes Labs, Inc. Observational data processing and analysis
US9721181B2 (en) 2015-12-07 2017-08-01 The Climate Corporation Cloud detection on remote sensing imagery
WO2018049289A1 (en) 2016-09-09 2018-03-15 Cibo Technologies, Inc. Systems for adjusting agronomic inputs using remote sensing, and related apparatus and methods
US10398096B2 (en) 2016-11-16 2019-09-03 The Climate Corporation Identifying management zones in agricultural fields and generating planting plans for the zones
US10028451B2 (en) 2016-11-16 2018-07-24 The Climate Corporation Identifying management zones in agricultural fields and generating planting plans for the zones
US10083354B2 (en) * 2016-11-28 2018-09-25 Digitalglobe, Inc. Advanced cloud detection using machine learning and optimization techniques
US10685253B2 (en) 2016-11-28 2020-06-16 Digitalglobe, Inc. Advanced cloud detection using neural networks and optimization techniques
US11017507B2 (en) * 2016-12-20 2021-05-25 Nec Corporation Image processing device for detection and correction of cloud cover, image processing method and storage medium
US10515272B2 (en) * 2017-05-11 2019-12-24 Digitalglobe, Inc. Muddy water detection using normalized semantic layers
CN107273868A (zh) * 2017-06-28 2017-10-20 电子科技大学 一种遥感图像中区分煤矿区的煤堆和煤矸石区域的方法
CN107564017B (zh) * 2017-08-29 2020-01-10 南京信息工程大学 一种城市高分遥感影像阴影检测及分割方法
CN107578003B (zh) * 2017-08-29 2020-04-14 中国科学院遥感与数字地球研究所 一种基于地理标记图像的遥感图像迁移学习方法
CN109426909B (zh) * 2017-08-30 2021-04-13 中国农业大学 基于随机森林的耕地产能指数获取方法及装置
JP6885509B2 (ja) * 2017-09-08 2021-06-16 日本電気株式会社 画像処理装置、画像処理方法及び画像処理プログラム
CN107610114B (zh) * 2017-09-15 2019-12-10 武汉大学 基于支持向量机的光学卫星遥感影像云雪雾检测方法
CN107453803B (zh) * 2017-09-20 2018-08-10 中城泰信(苏州)科技发展股份有限公司 一种遥感云核的异常核查方法
CN107886125B (zh) * 2017-11-09 2021-06-11 南京大学 基于局部谱分解打分的modis卫星遥感图像标注方法
CN110989743B (zh) * 2017-11-17 2021-06-11 南京视莱尔汽车电子有限公司 一种载货自动驾驶汽车车厢转台自动监控系统
CN108051371B (zh) * 2017-12-01 2018-10-02 河北省科学院地理科学研究所 一种面向生态环境参量遥感反演的阴影提取方法
CN108089240B (zh) * 2018-01-09 2020-06-02 中国科学院遥感与数字地球研究所 一种过冷水云检测方法
US10477756B1 (en) 2018-01-17 2019-11-19 Cibo Technologies, Inc. Correcting agronomic data from multiple passes through a farmable region
CN108513352A (zh) * 2018-01-24 2018-09-07 江汉大学 基于无线传感器网络的分布式定位方法和无线传感器节点
CN108564117B (zh) * 2018-03-30 2022-03-29 华南理工大学 一种基于svm的贫困生辅助认定方法
CN108765329B (zh) * 2018-05-21 2020-12-04 北京师范大学 一种遥感影像的厚云去除方法及系统
US20210208307A1 (en) 2018-05-25 2021-07-08 Basf Agro Trademarks Gmbh Training a machine learning algorithm and predicting a value for a weather data variable, especially at a field or sub-field level
US10878588B2 (en) * 2018-06-22 2020-12-29 X Development Llc Detection and replacement of transient obstructions from high elevation digital images
CN108876172B (zh) * 2018-06-28 2021-09-03 武汉大学 一种基于改进型modis植被供水指数的地表土壤含水量评估方法
CN109086685A (zh) * 2018-07-11 2018-12-25 国家林业局森林病虫害防治总站 基于卫星遥感图像的林业生物灾害监测方法和系统
WO2020028098A1 (en) 2018-07-31 2020-02-06 Loft Orbital Solutions Inc. System and method for providing spacecraft-based services
WO2020068744A1 (en) * 2018-09-24 2020-04-02 Digitalglobe, Inc. Advanced cloud detection using neural networks and optimization techniques
CN109447325A (zh) * 2018-09-30 2019-03-08 广州地理研究所 基于随机森林算法的降水数据检测方法、装置及电子设备
BR112021006133A2 (pt) * 2018-10-19 2021-06-29 The Climate Corporation técnicas de aprendizado de máquina para identificar nuvens e sombras de nuvem em imagística por satélite
US11672203B2 (en) 2018-10-26 2023-06-13 Deere & Company Predictive map generation and control
US11240961B2 (en) 2018-10-26 2022-02-08 Deere & Company Controlling a harvesting machine based on a geo-spatial representation indicating where the harvesting machine is likely to reach capacity
US11589509B2 (en) 2018-10-26 2023-02-28 Deere & Company Predictive machine characteristic map generation and control system
US11641800B2 (en) 2020-02-06 2023-05-09 Deere & Company Agricultural harvesting machine with pre-emergence weed detection and mitigation system
US11957072B2 (en) 2020-02-06 2024-04-16 Deere & Company Pre-emergence weed detection and mitigation system
US11178818B2 (en) 2018-10-26 2021-11-23 Deere & Company Harvesting machine control system with fill level processing based on yield data
CN109242215B (zh) * 2018-10-26 2021-06-29 浙江工业大学之江学院 一种基于粒子群-支持向量机的旋转机械设备运行工况预测方法
US11653588B2 (en) 2018-10-26 2023-05-23 Deere & Company Yield map generation and control system
US11079725B2 (en) 2019-04-10 2021-08-03 Deere & Company Machine control using real-time model
US11467605B2 (en) 2019-04-10 2022-10-11 Deere & Company Zonal machine control
US11464177B2 (en) 2018-12-10 2022-10-11 Climate Llc Image-based irrigation recommendations
US11574465B2 (en) 2018-12-21 2023-02-07 Climate Llc In-season field level yield forecasting
WO2020160641A1 (en) * 2019-02-04 2020-08-13 Farmers Edge Inc. Shadow and cloud masking for remote sensing images in agriculture applications using multilayer perceptron
AU2020219867A1 (en) * 2019-02-06 2021-08-05 Farmers Edge Inc. Shadow and cloud masking for agriculture applications using convolutional neural networks
US11778945B2 (en) 2019-04-10 2023-10-10 Deere & Company Machine control using real-time model
US11234366B2 (en) 2019-04-10 2022-02-01 Deere & Company Image selection for machine control
CN110544235B (zh) * 2019-07-31 2022-12-16 华南理工大学 一种基于微分几何的柔性电路板图像区域识别方法
CN110703244B (zh) * 2019-09-05 2023-08-04 中国科学院遥感与数字地球研究所 基于遥感数据识别城区内水体的方法和装置
CN110991493B (zh) * 2019-11-09 2023-05-12 华东师范大学 一种协同表示和异常剔除的高光谱异常检测方法
CN110888125B (zh) * 2019-12-05 2020-06-19 奥特酷智能科技(南京)有限公司 一种基于毫米波雷达的自动驾驶车辆定位方法
CN110807730B (zh) * 2020-01-08 2020-04-24 北京航天宏图信息技术股份有限公司 影像几何纠正方法、装置及电子设备
US11477940B2 (en) 2020-03-26 2022-10-25 Deere & Company Mobile work machine control based on zone parameter modification
CN111553922B (zh) * 2020-03-26 2023-12-26 中国资源卫星应用中心 一种卫星遥感影像自动云检测方法
CN111709458B (zh) * 2020-05-25 2021-04-13 中国自然资源航空物探遥感中心 一种用于高分五号影像的自动质检方法
CN111798461B (zh) * 2020-06-19 2022-04-01 武汉大学 粗粒度标签引导深度学习的像素级遥感影像云区检测方法
CN112149492B (zh) * 2020-07-06 2022-08-30 北京航空航天大学 一种基于强化遗传学习的遥感图像精确云检测方法
CN111898503B (zh) * 2020-07-20 2021-02-26 中国农业科学院农业资源与农业区划研究所 基于云覆盖遥感影像和深度学习的作物识别方法和系统
CN112102180B (zh) * 2020-08-21 2022-10-11 电子科技大学 一种基于Landsat光学遥感图像的云识别方法
US11946747B2 (en) 2020-10-09 2024-04-02 Deere & Company Crop constituent map generation and control system
US11849672B2 (en) 2020-10-09 2023-12-26 Deere & Company Machine control using a predictive map
US11864483B2 (en) 2020-10-09 2024-01-09 Deere & Company Predictive map generation and control system
US11895948B2 (en) 2020-10-09 2024-02-13 Deere & Company Predictive map generation and control based on soil properties
US11845449B2 (en) 2020-10-09 2023-12-19 Deere & Company Map generation and control system
US11844311B2 (en) 2020-10-09 2023-12-19 Deere & Company Machine control using a predictive map
US11927459B2 (en) 2020-10-09 2024-03-12 Deere & Company Machine control using a predictive map
US11474523B2 (en) 2020-10-09 2022-10-18 Deere & Company Machine control using a predictive speed map
US11874669B2 (en) 2020-10-09 2024-01-16 Deere & Company Map generation and control system
US11849671B2 (en) 2020-10-09 2023-12-26 Deere & Company Crop state map generation and control system
US11727680B2 (en) 2020-10-09 2023-08-15 Deere & Company Predictive map generation based on seeding characteristics and control
US11871697B2 (en) 2020-10-09 2024-01-16 Deere & Company Crop moisture map generation and control system
US11825768B2 (en) 2020-10-09 2023-11-28 Deere & Company Machine control using a predictive map
US11650587B2 (en) 2020-10-09 2023-05-16 Deere & Company Predictive power map generation and control system
US12013245B2 (en) 2020-10-09 2024-06-18 Deere & Company Predictive map generation and control system
US11592822B2 (en) 2020-10-09 2023-02-28 Deere & Company Machine control using a predictive map
US11675354B2 (en) 2020-10-09 2023-06-13 Deere & Company Machine control using a predictive map
US11983009B2 (en) 2020-10-09 2024-05-14 Deere & Company Map generation and control system
US11889788B2 (en) 2020-10-09 2024-02-06 Deere & Company Predictive biomass map generation and control
US11635765B2 (en) 2020-10-09 2023-04-25 Deere & Company Crop state map generation and control system
US11711995B2 (en) 2020-10-09 2023-08-01 Deere & Company Machine control using a predictive map
US11889787B2 (en) 2020-10-09 2024-02-06 Deere & Company Predictive speed map generation and control system
CN112507276B (zh) * 2020-11-05 2023-07-04 南京信息工程大学 一种无需大气校正的近海浒苔绿潮遥感监测方法
CN112241722A (zh) * 2020-11-18 2021-01-19 河南工业大学 一种基于蚁群算法的南极海冰遥感图像分割方法
CN112465846B (zh) * 2020-11-26 2023-04-07 西安电子科技大学 基于填充策略的含云遥感图像压缩方法
CN112766090B (zh) * 2021-01-05 2022-07-05 深圳市数字城市工程研究中心 一种利用多季相Sentinel-2影像快速识别城郊闲置耕地的方法与系统
KR102353123B1 (ko) * 2021-02-16 2022-01-19 대한민국 열분포 지도제작을 위한 위성영상 간 밝기 차이 최소화 보정방법
CN113052121B (zh) * 2021-04-08 2022-09-06 北京理工大学 一种基于遥感影像的多层级网络地图智能生成方法
CN113158855B (zh) * 2021-04-08 2023-04-18 成都国星宇航科技股份有限公司 一种基于在线学习的遥感图像辅助处理方法和装置
CN113223040B (zh) * 2021-05-17 2024-05-14 中国农业大学 基于遥感的香蕉估产方法、装置、电子设备和存储介质
CN113239830B (zh) * 2021-05-20 2023-01-17 北京航空航天大学 一种基于全尺度特征融合的遥感图像云检测方法
CN113284066B (zh) * 2021-05-28 2021-12-14 生态环境部卫星环境应用中心 遥感影像自动云检测方法和装置
GB2607577A (en) * 2021-06-01 2022-12-14 Geovisual Tech Inc Cloud-free analytics from satellite input
CN113095303B (zh) * 2021-06-04 2021-09-28 成都数之联科技有限公司 模型训练方法及林地变化检测方法及系统及装置及介质
CN113077468B (zh) * 2021-06-08 2021-08-31 自然资源部国土卫星遥感应用中心 高光谱卫星影像的辐射异常的质量检测方法和装置
CN113096129B (zh) * 2021-06-08 2021-09-10 自然资源部国土卫星遥感应用中心 高光谱卫星影像中的云量检测方法和装置
CN113449788B (zh) * 2021-06-24 2023-04-28 湖南大学 一种可见光、近红外遥感影像云检测方法
CN113936009B (zh) * 2021-09-14 2023-11-21 国家卫星气象中心(国家空间天气监测预警中心) 一种气象卫星洪涝监测的云阴影去除方法、装置及设备
CN114092343A (zh) * 2021-10-14 2022-02-25 北京数慧时空信息技术有限公司 遥感影像去云方法
CN113723381B (zh) * 2021-11-03 2022-02-08 航天宏图信息技术股份有限公司 一种云检测方法、装置、设备及介质
CN114112987B (zh) * 2021-11-23 2024-05-24 国家卫星气象中心(国家空间天气监测预警中心) 冬小麦判识阈值确定方法以及冬小麦判识方法
KR102656333B1 (ko) * 2021-12-01 2024-04-11 한국항공우주연구원 기계학습 기반의 광학위성영상 자동 운량분석시스템 및 자동 운량분석방법
CN114187351B (zh) * 2021-12-09 2022-07-26 北京劢亚科技有限公司 一种应用于卫星的图像采集方法及装置
GB2614251A (en) * 2021-12-22 2023-07-05 Hidef Aerial Surveying Ltd Classification, length measurement and height measurement apparatus and method
WO2023147550A2 (en) * 2022-01-31 2023-08-03 Coral Vita Inc. Systems and methods promoting coral growth, health, or resiliency
CN114942688B (zh) * 2022-05-26 2023-05-26 浙江机电职业技术学院 一种基于边云协同的无人机监控模块数据自适应上传方法
WO2024025905A1 (en) * 2022-07-29 2024-02-01 Climate Llc Methods and systems for use in mapping tillage based on remote data
CN115546658B (zh) * 2022-09-26 2023-05-05 北华航天工业学院 一种数据集质量提升与改进cnn相结合的夜间云检测方法
CN115759598B (zh) * 2022-11-07 2023-10-31 二十一世纪空间技术应用股份有限公司 一种基于多源云量的遥感卫星任务规划方法
US11663753B1 (en) * 2022-11-16 2023-05-30 Eos Data Analytics, Inc. Generation of field productivity maps
CN116245757B (zh) * 2023-02-08 2023-09-19 北京艾尔思时代科技有限公司 多模态数据的多场景通用性遥感影像云修复方法和系统
CN116340733B (zh) * 2023-05-29 2023-09-01 哈尔滨工业大学(深圳)(哈尔滨工业大学深圳科技创新研究院) 基于0级遥感信号的在轨云检测方法及遥感数据处理方法
CN117496162B (zh) * 2024-01-03 2024-03-22 北京理工大学 一种红外卫星遥感影像薄云去除方法、装置及介质

Family Cites Families (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5612901A (en) * 1994-05-17 1997-03-18 Gallegos; Sonia C. Apparatus and method for cloud masking
WO2003069558A1 (en) * 2002-01-22 2003-08-21 National University Of Singapore Method for producing cloud free, and cloud-shadow free, images
US7349917B2 (en) * 2002-10-01 2008-03-25 Hewlett-Packard Development Company, L.P. Hierarchical categorization method and system with automatic local selection of classifiers
US7400770B2 (en) * 2002-11-06 2008-07-15 Hrl Laboratories Method and apparatus for automatically extracting geospatial features from multispectral imagery suitable for fast and robust extraction of landmarks
US7184892B1 (en) 2003-01-31 2007-02-27 Deere & Company Method and system of evaluating performance of a crop
US7058511B2 (en) * 2003-11-24 2006-06-06 The Boeing Company Sub-visible cloud cover assessment: VNIR-SWIR
US6990410B2 (en) 2003-11-24 2006-01-24 The Boeing Company Cloud cover assessment: VNIR-SWIR
US7097113B2 (en) 2004-01-20 2006-08-29 Norman Ivans Irrigation unit including a power generator
EP2104413B2 (en) 2007-01-08 2020-03-25 The Climate Corporation Planter monitor system and method
CA2617119A1 (en) 2008-01-08 2009-07-08 Pci Geomatics Enterprises Inc. Service oriented architecture for earth observation image processing
WO2009149389A1 (en) 2008-06-06 2009-12-10 Monsanto Technology Llc Generating agricultural information products using remote sensing
US8639408B2 (en) 2008-10-15 2014-01-28 Deere & Company High integrity coordination system for multiple off-road vehicles
US8477295B2 (en) 2009-05-07 2013-07-02 Solum, Inc. Automated soil measurement device
US8594375B1 (en) * 2010-05-20 2013-11-26 Digitalglobe, Inc. Advanced cloud cover assessment
US9230308B2 (en) * 2011-06-30 2016-01-05 Weyerhaeuser Nr Company Method and apparatus for removing artifacts from aerial images
US8509476B2 (en) * 2011-09-13 2013-08-13 The United States Of America, As Represented By The Secretary Of The Navy Automated system and method for optical cloud shadow detection over water
US20130173321A1 (en) 2011-12-30 2013-07-04 Jerome Dale Johnson Methods, apparatus and systems for generating, updating and executing a crop-harvesting plan
US20130174040A1 (en) 2011-12-30 2013-07-04 Jerome Dale Johnson Methods, apparatus and systems for generating, updating and executing a crop-planting plan
WO2014018717A1 (en) 2012-07-25 2014-01-30 Precision Planting Llc Systems, methods and apparatus for multi-row agricultural implement control and monitoring
US9449244B2 (en) * 2013-12-11 2016-09-20 Her Majesty The Queen In Right Of Canada, As Represented By The Minister Of National Defense Methods for in-scene atmospheric compensation by endmember matching
US9721181B2 (en) 2015-12-07 2017-08-01 The Climate Corporation Cloud detection on remote sensing imagery

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