CN105427295B - 一种基于焊缝的图像识别方法和图像识别系统 - Google Patents
一种基于焊缝的图像识别方法和图像识别系统 Download PDFInfo
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- CN105427295B CN105427295B CN201510769979.3A CN201510769979A CN105427295B CN 105427295 B CN105427295 B CN 105427295B CN 201510769979 A CN201510769979 A CN 201510769979A CN 105427295 B CN105427295 B CN 105427295B
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- 238000000034 method Methods 0.000 title claims abstract description 52
- 239000002184 metal Substances 0.000 claims abstract description 195
- 238000007619 statistical method Methods 0.000 claims description 48
- 230000004069 differentiation Effects 0.000 claims description 13
- 230000000052 comparative effect Effects 0.000 claims description 8
- 239000011159 matrix material Substances 0.000 claims description 5
- 230000031068 symbiosis, encompassing mutualism through parasitism Effects 0.000 claims 1
- 238000007689 inspection Methods 0.000 abstract description 11
- 239000000463 material Substances 0.000 description 11
- 238000010586 diagram Methods 0.000 description 7
- 238000003466 welding Methods 0.000 description 5
- 229910000831 Steel Inorganic materials 0.000 description 3
- 230000007797 corrosion Effects 0.000 description 3
- 238000005260 corrosion Methods 0.000 description 3
- 239000010959 steel Substances 0.000 description 3
- 238000004458 analytical method Methods 0.000 description 2
- 238000004590 computer program Methods 0.000 description 2
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- JEIPFZHSYJVQDO-UHFFFAOYSA-N iron(III) oxide Inorganic materials O=[Fe]O[Fe]=O JEIPFZHSYJVQDO-UHFFFAOYSA-N 0.000 description 1
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Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0004—Industrial image inspection
- G06T7/0006—Industrial image inspection using a design-rule based approach
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- 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
- G06T2207/30108—Industrial image inspection
- G06T2207/30152—Solder
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- Computer Vision & Pattern Recognition (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Length Measuring Devices By Optical Means (AREA)
- Image Analysis (AREA)
- Investigating And Analyzing Materials By Characteristic Methods (AREA)
Abstract
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CN201510769979.3A CN105427295B (zh) | 2015-11-12 | 2015-11-12 | 一种基于焊缝的图像识别方法和图像识别系统 |
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CN201510769979.3A CN105427295B (zh) | 2015-11-12 | 2015-11-12 | 一种基于焊缝的图像识别方法和图像识别系统 |
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CN105427295A CN105427295A (zh) | 2016-03-23 |
CN105427295B true CN105427295B (zh) | 2018-03-30 |
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Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
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CN111037549B (zh) * | 2019-11-29 | 2022-09-09 | 重庆顺泰铁塔制造有限公司 | 基于3D扫描与TensorFlow算法的焊接轨迹处理方法及系统 |
CN114841959B (zh) * | 2022-05-05 | 2023-04-04 | 广州东焊智能装备有限公司 | 一种基于计算机视觉的自动焊接方法及系统 |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN203704867U (zh) * | 2014-02-19 | 2014-07-09 | 南京蒙渡电子科技有限公司 | 一种工业测量专用机器视觉系统 |
CN104636760A (zh) * | 2015-03-11 | 2015-05-20 | 西安科技大学 | 一种焊缝的定位方法 |
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2015
- 2015-11-12 CN CN201510769979.3A patent/CN105427295B/zh active Active
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN203704867U (zh) * | 2014-02-19 | 2014-07-09 | 南京蒙渡电子科技有限公司 | 一种工业测量专用机器视觉系统 |
CN104636760A (zh) * | 2015-03-11 | 2015-05-20 | 西安科技大学 | 一种焊缝的定位方法 |
Non-Patent Citations (3)
Title |
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Textural Features for Image Classification;Robert M. Haralick et al;《IEEE Transactions on Systems, Man, and Cybernetics》;20120229;第SMC-3卷(第6期);第610-621页 * |
基于纹理特征的图像分类识别;彭辉;《计算机与信息技术》;20071031(第10期);第16-17,20页 * |
基于纹理特征的焊缝识别方法;王胜华 等;《焊接学报》;20081130;第29卷(第11期);第5-8页 * |
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