CN106097252A - 基于图Graph模型的高光谱图像超像素分割方法 - Google Patents
基于图Graph模型的高光谱图像超像素分割方法 Download PDFInfo
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- CN106097252A CN106097252A CN201610464694.3A CN201610464694A CN106097252A CN 106097252 A CN106097252 A CN 106097252A CN 201610464694 A CN201610464694 A CN 201610464694A CN 106097252 A CN106097252 A CN 106097252A
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- 238000000034 method Methods 0.000 title claims abstract description 50
- 230000011218 segmentation Effects 0.000 title claims abstract description 36
- 230000003595 spectral effect Effects 0.000 claims description 21
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- 239000011159 matrix material Substances 0.000 claims description 6
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- 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
- G06T3/4053—Scaling of whole images or parts thereof, e.g. expanding or contracting based on super-resolution, i.e. the output image resolution being higher than the sensor resolution
- G06T3/4069—Scaling of whole images or parts thereof, e.g. expanding or contracting based on super-resolution, i.e. the output image resolution being higher than the sensor resolution by subpixel displacements
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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
- G06T2207/10—Image acquisition modality
- G06T2207/10032—Satellite or aerial image; Remote sensing
- G06T2207/10036—Multispectral image; Hyperspectral image
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Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN108447065A (zh) * | 2018-03-12 | 2018-08-24 | 哈尔滨工业大学 | 基于主成分加权假彩色合成和颜色直方图驱动的高光谱超像元分割方法 |
CN110503140A (zh) * | 2019-08-09 | 2019-11-26 | 哈尔滨工业大学 | 基于深度迁移学习与邻域降噪的分类方法 |
CN110796038A (zh) * | 2019-10-15 | 2020-02-14 | 南京理工大学 | 结合快速区域生长超像素分割的高光谱遥感图像分类方法 |
CN111160300A (zh) * | 2019-12-31 | 2020-05-15 | 北京理工大学重庆创新中心 | 一种结合全局先验的深度学习高光谱图像显著性检测算法 |
CN112150484A (zh) * | 2020-09-28 | 2020-12-29 | 华侨大学 | 超像素的狄利克雷混合模型图像分割方法、装置及设备 |
CN112800138A (zh) * | 2021-02-04 | 2021-05-14 | 广东云曌医疗科技有限公司 | 大数据分类方法及*** |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101140325A (zh) * | 2007-10-16 | 2008-03-12 | 哈尔滨工业大学 | 高光谱图像的空间-光谱信息协同提高分辨率的方法 |
CN103632167A (zh) * | 2013-11-29 | 2014-03-12 | 金陵科技学院 | 类地重力场环境下单目视觉空间识别方法 |
US20150235374A1 (en) * | 2014-02-20 | 2015-08-20 | Nokia Corporation | Method, apparatus and computer program product for image segmentation |
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- 2016-06-23 CN CN201610464694.3A patent/CN106097252B/zh active Active
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101140325A (zh) * | 2007-10-16 | 2008-03-12 | 哈尔滨工业大学 | 高光谱图像的空间-光谱信息协同提高分辨率的方法 |
CN103632167A (zh) * | 2013-11-29 | 2014-03-12 | 金陵科技学院 | 类地重力场环境下单目视觉空间识别方法 |
US20150235374A1 (en) * | 2014-02-20 | 2015-08-20 | Nokia Corporation | Method, apparatus and computer program product for image segmentation |
Non-Patent Citations (3)
Title |
---|
YUTING WANG 等: "HYPERSPECTRAL IMAGE CLASSIFICATION WITH MULTIPLE KERNEL BOOSTING ALGORITHM", 《2014 IEEE INTERNATIONAL CONFERENCE》 * |
伯彭波 等: "基于超像素的多主体图像交互分割", 《中国图象图形学报》 * |
贺智: "改进的经验模态分解算法及其在高光谱图像分类中的应用", 《中国博士学位论文全文数据库信息科技辑》 * |
Cited By (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN108447065A (zh) * | 2018-03-12 | 2018-08-24 | 哈尔滨工业大学 | 基于主成分加权假彩色合成和颜色直方图驱动的高光谱超像元分割方法 |
CN108447065B (zh) * | 2018-03-12 | 2021-07-30 | 哈尔滨工业大学 | 一种高光谱超像元分割方法 |
CN110503140A (zh) * | 2019-08-09 | 2019-11-26 | 哈尔滨工业大学 | 基于深度迁移学习与邻域降噪的分类方法 |
CN110503140B (zh) * | 2019-08-09 | 2022-04-01 | 哈尔滨工业大学 | 基于深度迁移学习与邻域降噪的分类方法 |
CN110796038A (zh) * | 2019-10-15 | 2020-02-14 | 南京理工大学 | 结合快速区域生长超像素分割的高光谱遥感图像分类方法 |
CN110796038B (zh) * | 2019-10-15 | 2023-04-18 | 南京理工大学 | 结合快速区域生长超像素分割的高光谱遥感图像分类方法 |
CN111160300A (zh) * | 2019-12-31 | 2020-05-15 | 北京理工大学重庆创新中心 | 一种结合全局先验的深度学习高光谱图像显著性检测算法 |
CN111160300B (zh) * | 2019-12-31 | 2022-06-28 | 北京理工大学重庆创新中心 | 一种结合全局先验的深度学习高光谱图像显著性检测算法 |
CN112150484A (zh) * | 2020-09-28 | 2020-12-29 | 华侨大学 | 超像素的狄利克雷混合模型图像分割方法、装置及设备 |
CN112150484B (zh) * | 2020-09-28 | 2024-04-19 | 华侨大学 | 超像素的狄利克雷混合模型图像分割方法、装置及设备 |
CN112800138A (zh) * | 2021-02-04 | 2021-05-14 | 广东云曌医疗科技有限公司 | 大数据分类方法及*** |
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