CN109345482A - 一种深度超分辨率图像滤波处理方法 - Google Patents
一种深度超分辨率图像滤波处理方法 Download PDFInfo
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- CN109345482A CN109345482A CN201811144486.0A CN201811144486A CN109345482A CN 109345482 A CN109345482 A CN 109345482A CN 201811144486 A CN201811144486 A CN 201811144486A CN 109345482 A CN109345482 A CN 109345482A
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- 238000003672 processing method Methods 0.000 title claims abstract description 16
- 238000001914 filtration Methods 0.000 claims abstract description 68
- 238000005070 sampling Methods 0.000 claims abstract description 42
- 238000010606 normalization Methods 0.000 claims description 3
- 229910017435 S2 In Inorganic materials 0.000 claims 1
- 238000000034 method Methods 0.000 abstract description 26
- 238000003706 image smoothing Methods 0.000 abstract description 13
- 230000007547 defect Effects 0.000 abstract description 5
- 238000004364 calculation method Methods 0.000 description 3
- 230000000694 effects Effects 0.000 description 2
- 230000004927 fusion Effects 0.000 description 2
- 230000002787 reinforcement Effects 0.000 description 2
- 241001394244 Planea Species 0.000 description 1
- 238000013473 artificial intelligence Methods 0.000 description 1
- 230000007423 decrease Effects 0.000 description 1
- 238000009472 formulation Methods 0.000 description 1
- 238000007499 fusion processing Methods 0.000 description 1
- 230000010354 integration Effects 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012806 monitoring device Methods 0.000 description 1
- 230000000750 progressive effect Effects 0.000 description 1
- 230000000717 retained effect Effects 0.000 description 1
Classifications
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- 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
- 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
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Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110390656A (zh) * | 2019-07-11 | 2019-10-29 | Oppo广东移动通信有限公司 | 深度数据的滤波方法、装置、电子设备和可读存储介质 |
Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102354394A (zh) * | 2011-09-22 | 2012-02-15 | 中国科学院深圳先进技术研究院 | 图像超分辨方法及系统 |
CN102682446A (zh) * | 2011-01-28 | 2012-09-19 | 索尼公司 | 使用自适应联合双边滤波器生成稠密深度图的设备和方法 |
US20130011046A1 (en) * | 2011-07-07 | 2013-01-10 | Samsung Electronics Co., Ltd. | Depth image conversion apparatus and method |
CN105335929A (zh) * | 2015-09-15 | 2016-02-17 | 清华大学深圳研究生院 | 一种深度图超分辨方法 |
CN106447609A (zh) * | 2016-08-30 | 2017-02-22 | 上海交通大学 | 一种基于深度卷积神经网络的图像超分辨方法 |
CN107576960A (zh) * | 2017-09-04 | 2018-01-12 | 苏州驾驶宝智能科技有限公司 | 视觉雷达时空信息融合的目标检测方法及系统 |
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- 2018-09-29 CN CN201811144486.0A patent/CN109345482B/zh active Active
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102682446A (zh) * | 2011-01-28 | 2012-09-19 | 索尼公司 | 使用自适应联合双边滤波器生成稠密深度图的设备和方法 |
US20130011046A1 (en) * | 2011-07-07 | 2013-01-10 | Samsung Electronics Co., Ltd. | Depth image conversion apparatus and method |
CN102354394A (zh) * | 2011-09-22 | 2012-02-15 | 中国科学院深圳先进技术研究院 | 图像超分辨方法及系统 |
CN105335929A (zh) * | 2015-09-15 | 2016-02-17 | 清华大学深圳研究生院 | 一种深度图超分辨方法 |
CN106447609A (zh) * | 2016-08-30 | 2017-02-22 | 上海交通大学 | 一种基于深度卷积神经网络的图像超分辨方法 |
CN107576960A (zh) * | 2017-09-04 | 2018-01-12 | 苏州驾驶宝智能科技有限公司 | 视觉雷达时空信息融合的目标检测方法及系统 |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110390656A (zh) * | 2019-07-11 | 2019-10-29 | Oppo广东移动通信有限公司 | 深度数据的滤波方法、装置、电子设备和可读存储介质 |
CN110390656B (zh) * | 2019-07-11 | 2021-05-25 | Oppo广东移动通信有限公司 | 深度数据的滤波方法、装置、电子设备和可读存储介质 |
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