AR106922A1 - Detección de nubes en imágenes de percepción remota - Google Patents

Detección de nubes en imágenes de percepción remota

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Publication number
AR106922A1
AR106922A1 ARP160103740A ARP160103740A AR106922A1 AR 106922 A1 AR106922 A1 AR 106922A1 AR P160103740 A ARP160103740 A AR P160103740A AR P160103740 A ARP160103740 A AR P160103740A AR 106922 A1 AR106922 A1 AR 106922A1
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Argentina
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stage
clouds
pixels
cloud
shadows
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ARP160103740A
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English (en)
Inventor
gerard Jeffrey
Khadka Pramithus
Guan Wei
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Climate Corp
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Publication of AR106922A1 publication Critical patent/AR106922A1/es

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    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/771—Feature selection, e.g. selecting representative features from a multi-dimensional feature space
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    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G06F18/2148—Generating training patterns; Bootstrap methods, e.g. bagging or boosting characterised by the process organisation or structure, e.g. boosting cascade
    • G—PHYSICS
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    • G06F18/20—Analysing
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    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
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    • G—PHYSICS
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    • G06F18/20—Analysing
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    • G06T7/194—Segmentation; Edge detection involving foreground-background segmentation
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    • G06V10/20—Image preprocessing
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    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/42—Global feature extraction by analysis of the whole pattern, e.g. using frequency domain transformations or autocorrelation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
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    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/56—Extraction of image or video features relating to colour
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/60—Extraction of image or video features relating to illumination properties, e.g. using a reflectance or lighting model
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    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/762—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networks
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    • G06V10/87—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using selection of the recognition techniques, e.g. of a classifier in a multiple classifier system
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    • G06V30/191—Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G06V30/19147—Obtaining sets of training patterns; Bootstrap methods, e.g. bagging or boosting
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    • G06—COMPUTING; CALCULATING OR COUNTING
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    • G06V30/10—Character recognition
    • G06V30/24—Character recognition characterised by the processing or recognition method
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    • G06V30/2528—Combination of methods, e.g. classifiers, working on the same input data

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  • Engineering & Computer Science (AREA)
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  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)
  • Optical Radar Systems And Details Thereof (AREA)

Abstract

Se describe un sistema de detección de nubes y sombras de nubes. En un enfoque se detectan nubes y sombras de nubes dentro de una imagen de percepción remota a través de un proceso de tres pasos. En la primera etapa se utiliza un clasificador de alta precisión y baja exhaustividad para identificar píxeles de semillas de nubes dentro de la imagen. En la segunda etapa se utiliza un clasificador de baja precisión y alta exhaustividad para identificar los píxeles de posibles nubes dentro de la imagen. Además, en la segunda etapa se hace crecer los píxeles de semillas de nubes en los píxeles de posibles nubes para identificar agrupamientos de píxeles que tienen una alta probabilidad de representar nubes. En la tercera etapa se utiliza una técnica geométrica para determinar los píxeles que probablemente representan sombras proyectadas por las nubes que se identificaron en la segunda etapa. Las nubes identificadas en la segunda etapa y las sombras identificadas en la tercera etapa se exportan a continuación como una máscara de nubes y una máscara de sombras de la imagen de percepción remota.
ARP160103740A 2015-12-07 2016-12-06 Detección de nubes en imágenes de percepción remota AR106922A1 (es)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US14/960,921 US9721181B2 (en) 2015-12-07 2015-12-07 Cloud detection on remote sensing imagery

Publications (1)

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AR106922A1 true AR106922A1 (es) 2018-02-28

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ARP160103740A AR106922A1 (es) 2015-12-07 2016-12-06 Detección de nubes en imágenes de percepción remota

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

Families Citing this family (126)

* 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
US10028451B2 (en) 2016-11-16 2018-07-24 The Climate Corporation Identifying management zones in agricultural fields and generating planting plans for the zones
US10398096B2 (en) 2016-11-16 2019-09-03 The Climate Corporation Identifying management zones in agricultural fields and generating planting plans for the zones
US10685253B2 (en) * 2016-11-28 2020-06-16 Digitalglobe, Inc. Advanced cloud detection using neural networks and optimization techniques
US10083354B2 (en) * 2016-11-28 2018-09-25 Digitalglobe, Inc. Advanced cloud detection using machine learning and optimization techniques
WO2018116367A1 (en) * 2016-12-20 2018-06-28 Nec Corporation Image processing device, method and storage medium for removing clouds from an image
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
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
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
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
CN108021080B (zh) * 2017-11-17 2019-11-29 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
CN112166352A (zh) 2018-05-25 2021-01-01 巴斯夫农化商标有限公司 训练机器学习算法并预测特别是田地或子田地级别的天气数据变量的值
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
EP3857443A4 (en) * 2018-09-24 2022-08-03 Digitalglobe, Inc. ADVANCED CLOUD DETECTION USING NEURAL NETWORKS AND OPTIMIZATION METHODS
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
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
US12069978B2 (en) 2018-10-26 2024-08-27 Deere & Company Predictive environmental characteristic map generation and control system
US11178818B2 (en) 2018-10-26 2021-11-23 Deere & Company Harvesting machine control system with fill level processing based on yield data
US11641800B2 (en) 2020-02-06 2023-05-09 Deere & Company Agricultural harvesting machine with pre-emergence weed detection and mitigation system
US11467605B2 (en) 2019-04-10 2022-10-11 Deere & Company Zonal machine control
US11653588B2 (en) 2018-10-26 2023-05-23 Deere & Company Yield map generation and control system
US11672203B2 (en) 2018-10-26 2023-06-13 Deere & Company Predictive map generation and control
US11957072B2 (en) 2020-02-06 2024-04-16 Deere & Company Pre-emergence weed detection and mitigation system
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
US11079725B2 (en) 2019-04-10 2021-08-03 Deere & Company Machine control using real-time model
US11589509B2 (en) 2018-10-26 2023-02-28 Deere & Company Predictive machine characteristic map generation and control system
US11464177B2 (en) 2018-12-10 2022-10-11 Climate Llc Image-based irrigation recommendations
BR112021010122A2 (pt) * 2018-12-21 2021-08-24 The Climate Corporation Previsão de produção a nível de campo durante estação
AU2020218573A1 (en) * 2019-02-04 2021-08-05 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
US11234366B2 (en) 2019-04-10 2022-02-01 Deere & Company Image selection for machine control
US11778945B2 (en) 2019-04-10 2023-10-10 Deere & Company Machine control using real-time model
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
US12035648B2 (en) 2020-02-06 2024-07-16 Deere & Company Predictive weed map generation and control system
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
US11477940B2 (en) 2020-03-26 2022-10-25 Deere & Company Mobile work machine control based on zone parameter modification
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
US11895948B2 (en) 2020-10-09 2024-02-13 Deere & Company Predictive map generation and control based on soil properties
US11844311B2 (en) 2020-10-09 2023-12-19 Deere & Company Machine control using a predictive map
US11983009B2 (en) 2020-10-09 2024-05-14 Deere & Company Map generation and control system
US11825768B2 (en) 2020-10-09 2023-11-28 Deere & Company Machine control using a predictive map
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US11864483B2 (en) 2020-10-09 2024-01-09 Deere & Company Predictive map generation and control system
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US11889788B2 (en) 2020-10-09 2024-02-06 Deere & Company Predictive biomass map generation and control
US11927459B2 (en) 2020-10-09 2024-03-12 Deere & Company Machine control using a predictive map
US11874669B2 (en) 2020-10-09 2024-01-16 Deere & Company Map generation and control system
US11675354B2 (en) 2020-10-09 2023-06-13 Deere & Company Machine control using a predictive map
US11946747B2 (en) 2020-10-09 2024-04-02 Deere & Company Crop constituent map generation and control system
US11849671B2 (en) 2020-10-09 2023-12-26 Deere & Company Crop state map generation and control system
US11474523B2 (en) 2020-10-09 2022-10-18 Deere & Company Machine control using a predictive speed map
US12069986B2 (en) 2020-10-09 2024-08-27 Deere & Company Map generation and control system
US11727680B2 (en) 2020-10-09 2023-08-15 Deere & Company Predictive map generation based on seeding characteristics and control
US12013245B2 (en) 2020-10-09 2024-06-18 Deere & Company Predictive map generation and control system
US11871697B2 (en) 2020-10-09 2024-01-16 Deere & Company Crop moisture map generation and control system
US11711995B2 (en) 2020-10-09 2023-08-01 Deere & Company Machine control using a predictive map
US11849672B2 (en) 2020-10-09 2023-12-26 Deere & Company Machine control using a predictive map
US11592822B2 (en) 2020-10-09 2023-02-28 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
CN113596074B (zh) * 2021-06-08 2024-07-02 中绘云图信息科技有限公司 基于遥感云数据处理方法
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
CN114049564B (zh) * 2021-10-22 2024-07-02 长江师范学院 基于高光谱遥感影像的松材线虫病等级预测模型构建方法
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
US12082531B2 (en) 2022-01-26 2024-09-10 Deere & Company Systems and methods for predicting material dynamics
IL314525A (en) * 2022-01-31 2024-09-01 Coral Vita Inc Systems and methods that promote growth, health or resilience of corals
US12058951B2 (en) 2022-04-08 2024-08-13 Deere & Company Predictive nutrient map and control
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
US20240037820A1 (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
CN117058557A (zh) * 2023-07-17 2023-11-14 北华航天工业学院 基于物理特征与深度学习模型的云和云阴影联合检测方法
CN117408949B (zh) * 2023-09-20 2024-07-09 宁波大学 一种季节性动态阈值的云及云阴影检测方法及装置
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
CN118503655A (zh) * 2024-07-17 2024-08-16 珠江水文水资源勘测中心 一种基于改进集合预测法的变化环境下干旱预测方法及系统

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
BRPI0806559B1 (pt) 2007-01-08 2018-04-10 Precision Planting, Inc. Sistema de monitor para semeadeira de sementes agrícolas
CA2617119A1 (en) 2008-01-08 2009-07-08 Pci Geomatics Enterprises Inc. Service oriented architecture for earth observation image processing
US8712148B2 (en) 2008-06-06 2014-04-29 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
US20130174040A1 (en) 2011-12-30 2013-07-04 Jerome Dale Johnson Methods, apparatus and systems for generating, updating and executing a crop-planting plan
US20130173321A1 (en) 2011-12-30 2013-07-04 Jerome Dale Johnson Methods, apparatus and systems for generating, updating and executing a crop-harvesting plan
ES2903049T3 (es) 2012-07-25 2022-03-30 Prec Planting Llc Sistema y método para control y monitoreo de implementos agrícolas de hileras múltiples
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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