LU102950B1 - Tobacco plant counting method based on uav remote sensing technology and image processing technology - Google Patents

Tobacco plant counting method based on uav remote sensing technology and image processing technology Download PDF

Info

Publication number: LU102950B1
Authority: LU; Luxembourg
Prior art keywords: tobacco; image; tobacco plant; remote; outline
Prior art date: 2021-10-08

Application number

LU102950A

Other languages

German (de)

English (en)

Inventor

Yonghui Xie

Han Zhang

Youguo Zhan

Zhonglong Lin

Jie Li

Hai Liu

Zhijiang Wang

Original Assignee

Beihang Univ Yunnan Innovation Institute

Kunming Branch Of Yunnan Provincial Tobacco Company

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.)

2021-10-08

Filing date

2022-05-12

Publication date

2022-12-01

2022-05-12 Application filed by Beihang Univ Yunnan Innovation Institute, Kunming Branch Of Yunnan Provincial Tobacco Company filed Critical Beihang Univ Yunnan Innovation Institute

2022-12-01 Application granted granted Critical

2022-12-01 Publication of LU102950B1 publication Critical patent/LU102950B1/en

Links

235000002637 Nicotiana tabacum Nutrition 0.000 title claims abstract description 159
244000061176 Nicotiana tabacum Species 0.000 title claims abstract description 99
238000005516 engineering process Methods 0.000 title claims abstract description 46
238000000034 method Methods 0.000 title claims abstract description 35
241000208125 Nicotiana Species 0.000 claims abstract description 60
239000002689 soil Substances 0.000 claims abstract description 29
238000001914 filtration Methods 0.000 claims abstract description 24
230000000877 morphologic effect Effects 0.000 claims abstract description 9
230000000694 effects Effects 0.000 claims description 6
101100496858 Mus musculus Colec12 gene Proteins 0.000 claims description 5
238000000605 extraction Methods 0.000 claims description 4
101100534231 Xenopus laevis src-b gene Proteins 0.000 claims description 3
238000005260 corrosion Methods 0.000 claims description 3
230000007797 corrosion Effects 0.000 claims description 3
238000009826 distribution Methods 0.000 claims description 3
238000000926 separation method Methods 0.000 claims description 3
241001270131 Agaricus moelleri Species 0.000 claims description 2
241000196324 Embryophyta Species 0.000 abstract description 3
238000007689 inspection Methods 0.000 abstract description 3
238000012271 agricultural production Methods 0.000 abstract description 2
238000003706 image smoothing Methods 0.000 abstract 1
238000012790 confirmation Methods 0.000 description 3
238000001514 detection method Methods 0.000 description 3
238000010586 diagram Methods 0.000 description 3
238000012795 verification Methods 0.000 description 3
238000009499 grossing Methods 0.000 description 2
238000004458 analytical method Methods 0.000 description 1
239000003086 colorant Substances 0.000 description 1
238000004519 manufacturing process Methods 0.000 description 1

Classifications

- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T3/00—Geometric image transformations in the plane of the image
- G06T3/04—Context-preserving transformations, e.g. by using an importance map
- 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
- G06T3/4038—Image mosaicing, e.g. composing plane images from plane sub-images
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/20—Image enhancement or restoration using local operators
- G06T5/30—Erosion or dilatation, e.g. thinning
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/70—Denoising; Smoothing
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/13—Edge detection
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/136—Segmentation; Edge detection involving thresholding
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/194—Segmentation; Edge detection involving foreground-background segmentation
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/60—Analysis of geometric attributes
- G06T7/62—Analysis of geometric attributes of area, perimeter, diameter or volume
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/90—Determination of colour characteristics
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2200/00—Indexing scheme for image data processing or generation, in general
- G06T2200/32—Indexing scheme for image data processing or generation, in general involving image mosaicing
- 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
- G06T2207/10—Image acquisition modality
- G06T2207/10024—Color image
- 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
- G06T2207/10—Image acquisition modality
- G06T2207/10032—Satellite or aerial image; Remote sensing
- 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
- G06T2207/20036—Morphological 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
- G06T2207/20172—Image enhancement details
- G06T2207/20182—Noise reduction or smoothing in the temporal domain; Spatio-temporal filtering
- 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
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30181—Earth observation
- G06T2207/30188—Vegetation; Agriculture
- 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
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30242—Counting objects in image

Landscapes

Engineering & Computer Science (AREA)
Physics & Mathematics (AREA)
General Physics & Mathematics (AREA)
Theoretical Computer Science (AREA)
Computer Vision & Pattern Recognition (AREA)
Geometry (AREA)
Image Analysis (AREA)
Image Processing (AREA)

LU102950A 2021-10-08 2022-05-12 Tobacco plant counting method based on uav remote sensing technology and image processing technology LU102950B1 (en)

Applications Claiming Priority (1)

Application Number	Priority Date	Filing Date	Title
CN202111171584.5A CN113888397A (zh)	2021-10-08	2021-10-08	基于无人机遥感和图像处理技术的烟草清塘点株方法

Publications (1)

Publication Number	Publication Date
LU102950B1 true LU102950B1 (en)	2022-12-01

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Country Status (2)

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CN (1)	CN113888397A (zh)
LU (1)	LU102950B1 (zh)

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CN114820578B (zh) *	2022-05-26	2024-05-28	云南省烟草公司红河州公司	烟草种植面积无人机遥感监测设备
CN114998770B (zh) *	2022-07-06	2023-04-07	中国科学院地理科学与资源研究所	一种公路标识提取方法及***
CN116824401B (zh) *	2023-05-22	2024-07-05	云南省烟草公司红河州公司	一种基于无人机与rgb图像快速检测烟草叶绿素含量的方法

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CN106503695B (zh) *	2016-12-02	2019-07-09	汕头大学	一种基于航拍图像的烟草植株识别与计数方法
KR20180096966A (ko) *	2017-02-22	2018-08-30	전남대학교산학협력단	형태적 연산과 연결 연산을 이용한 벼 모종 자동 개수 세는 방법
CN109447945B (zh) *	2018-09-21	2021-11-30	河南农业大学	基于机器视觉和图形处理的小麦基本苗快速计数方法
CN109741357A (zh) *	2018-12-19	2019-05-10	浙江大学	一种基于图像处理的油菜花序计数方法和装置
JP7212936B2 (ja) *	2019-03-22	2023-01-26	国立大学法人信州大学	結球野菜の結球中心の認識方法、認識装置、および収穫機
JP6774544B2 (ja) *	2019-10-18	2020-10-28	マクセルホールディングス株式会社	植物情報取得システム、植物情報取得装置、植物情報取得方法、作物管理システムおよび作物管理方法
CN112131952A (zh) *	2020-08-26	2020-12-25	航天信德智图（北京）科技有限公司	基于无人机遥感影像的玉米苗期株数信息提取
CN112149543B (zh) *	2020-09-16	2024-02-27	北京工业大学	一种基于计算机视觉的建筑扬尘识别***与方法
CN112381819A (zh) *	2020-12-07	2021-02-19	云南省烟草公司昆明市公司	基于hsv颜色模型的植保雾滴检测方法
CN113313692B (zh) *	2021-06-03	2023-04-25	广西大学	一种基于航拍可见光图像的香蕉幼株自动识别与计数方法

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- 2021-10-08 CN CN202111171584.5A patent/CN113888397A/zh active Pending
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Also Published As

Publication number	Publication date
CN113888397A (zh)	2022-01-04

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