CN106373106B - 基于倒频谱直线势能函数的工业图像运动模糊抑制方法 - Google Patents
基于倒频谱直线势能函数的工业图像运动模糊抑制方法 Download PDFInfo
- Publication number
- CN106373106B CN106373106B CN201610839953.6A CN201610839953A CN106373106B CN 106373106 B CN106373106 B CN 106373106B CN 201610839953 A CN201610839953 A CN 201610839953A CN 106373106 B CN106373106 B CN 106373106B
- Authority
- CN
- China
- Prior art keywords
- image
- cepstrum
- straight line
- energy function
- obtains
- Prior art date
- Legal status (The legal status 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 status listed.)
- Active
Links
- 238000000034 method Methods 0.000 title claims abstract description 41
- 238000005381 potential energy Methods 0.000 title claims abstract description 29
- 238000001228 spectrum Methods 0.000 claims abstract description 31
- 230000009466 transformation Effects 0.000 claims description 16
- 238000012545 processing Methods 0.000 claims description 9
- 230000003595 spectral effect Effects 0.000 claims description 7
- 238000009472 formulation Methods 0.000 claims description 2
- 239000000203 mixture Substances 0.000 claims description 2
- 238000003384 imaging method Methods 0.000 abstract description 5
- 230000015556 catabolic process Effects 0.000 abstract description 3
- 238000006731 degradation reaction Methods 0.000 abstract description 3
- 230000005764 inhibitory process Effects 0.000 abstract 1
- 238000001514 detection method Methods 0.000 description 10
- 230000000694 effects Effects 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000004458 analytical method Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000011156 evaluation Methods 0.000 description 1
- 238000002474 experimental method Methods 0.000 description 1
- 239000000284 extract Substances 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 238000000926 separation method Methods 0.000 description 1
- 238000004088 simulation Methods 0.000 description 1
- 238000012360 testing method Methods 0.000 description 1
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/73—Deblurring; Sharpening
-
- 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
- G06T2207/20048—Transform domain processing
- G06T2207/20056—Discrete and fast Fourier transform, [DFT, FFT]
Landscapes
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Image Analysis (AREA)
- Image Processing (AREA)
Abstract
Description
Claims (8)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610839953.6A CN106373106B (zh) | 2016-09-21 | 2016-09-21 | 基于倒频谱直线势能函数的工业图像运动模糊抑制方法 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610839953.6A CN106373106B (zh) | 2016-09-21 | 2016-09-21 | 基于倒频谱直线势能函数的工业图像运动模糊抑制方法 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN106373106A CN106373106A (zh) | 2017-02-01 |
CN106373106B true CN106373106B (zh) | 2019-01-08 |
Family
ID=57898058
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201610839953.6A Active CN106373106B (zh) | 2016-09-21 | 2016-09-21 | 基于倒频谱直线势能函数的工业图像运动模糊抑制方法 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN106373106B (zh) |
Families Citing this family (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110223239B (zh) * | 2019-04-30 | 2023-04-14 | 努比亚技术有限公司 | 一种图像处理方法、终端及计算机可读存储介质 |
CN111340735B (zh) * | 2020-03-04 | 2021-04-23 | 卡莱特云科技股份有限公司 | 一种led屏体校正方法、装置及终端 |
CN111899196A (zh) * | 2020-08-05 | 2020-11-06 | 沈阳工业大学 | 一种基于经典复原算法的叶片缺陷运动模糊图像复原方法 |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101937560A (zh) * | 2010-08-30 | 2011-01-05 | 中兴通讯股份有限公司 | 失真图像处理方法及装置 |
CN104282028A (zh) * | 2014-10-30 | 2015-01-14 | 电子科技大学 | 一种频谱和倒谱信息融合的模糊图像检测方法 |
CN104568458A (zh) * | 2014-12-12 | 2015-04-29 | 中山大学 | 一种车辆质心运动侧偏角测量方法及装置 |
-
2016
- 2016-09-21 CN CN201610839953.6A patent/CN106373106B/zh active Active
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101937560A (zh) * | 2010-08-30 | 2011-01-05 | 中兴通讯股份有限公司 | 失真图像处理方法及装置 |
CN104282028A (zh) * | 2014-10-30 | 2015-01-14 | 电子科技大学 | 一种频谱和倒谱信息融合的模糊图像检测方法 |
CN104568458A (zh) * | 2014-12-12 | 2015-04-29 | 中山大学 | 一种车辆质心运动侧偏角测量方法及装置 |
Non-Patent Citations (3)
Title |
---|
一种新的基于倒谱法和Richardson-Lucy算法的运动图像盲复原方法;邹文洁;《南华大学学报》;20100630;第24卷(第2期);第61-67页 |
一种运动模糊参数估计算法;沈瑜 等;《兰州交通大学学报》;20120630;第31卷(第3期);第116-119页 |
基于二次傅里叶频谱的运动模糊方向精确检测;郭红伟 等;《云南民族大学学报:自然科学版》;20120430;第21卷(第4期);第301-304页 |
Also Published As
Publication number | Publication date |
---|---|
CN106373106A (zh) | 2017-02-01 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Bansal et al. | Blur image detection using Laplacian operator and Open-CV | |
Oh et al. | Learning-based video motion magnification | |
Gao et al. | Zernike-moment-based image super resolution | |
CN106373106B (zh) | 基于倒频谱直线势能函数的工业图像运动模糊抑制方法 | |
CN110009028B (zh) | 一种显微图像数据增强方法及装置 | |
CN111062978B (zh) | 基于频域滤波技术的时空图像测流的纹理识别方法 | |
CN107516322A (zh) | 一种基于对数极空间的图像物体大小和旋转估计计算方法 | |
CN108376393B (zh) | 一种面向高速直线运动对象的模糊图像盲复原方法 | |
Reddy et al. | Canny scale edge detection | |
Lado-Roigé et al. | STB-VMM: Swin transformer based video motion magnification | |
Wang et al. | An application of vision technology on intelligent sorting system by delta robot | |
Chen et al. | Robust motion blur kernel parameter estimation for star image deblurring | |
Potocnik et al. | Image enhancement by using directional wavelet transform | |
Wang et al. | Vision measurement of gear pitting based on DCGAN and U-Net | |
Shah et al. | Hough transform and cepstrum based estimation of spatial-invariant and variant motion blur parameters | |
Wu et al. | A color edge extraction method on color image | |
Han et al. | Time-frequency enhanced characterization method based on asymmetric image reconstruction autoencoder | |
Wibowo et al. | Multi-scale color features based on correlation filter for visual tracking | |
Shi | Fuzzy Image Restoration Algorithm Based on Machine Vision Technology | |
Zhang et al. | Vibration measurement from an adaptive phase-based motion estimation using parameter optimised log-Gabor filter | |
Zhang et al. | An Improved Medical Image Denoising Algorithm Based on One-Dimensional Heat Transfer Equation | |
Zhang et al. | A generative adversarial network approach for removing motion blur in the automatic detection of pavement cracks | |
Kim et al. | Joint deconvolution/segmentation of microscope images of materials | |
El Abbadi et al. | Estimating Blur Parameters to Reconstruct the Motion Blurred Images | |
Gajjar et al. | Trigonometry-based motion blur parameter estimation algorithm |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20190912 Address after: 150001 No. 434, postal street, Nangang District, Heilongjiang, Harbin Co-patentee after: Gao Hui Jun Patentee after: Harbin Institute of Technology Asset Investment Management Co., Ltd. Address before: 150001 Harbin, Nangang, West District, large straight street, No. 92 Patentee before: Harbin Institute of Technology |
|
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20191017 Address after: 315200 No.189, Guangming Road, Zhuangshi street, Zhenhai District, Ningbo City, Zhejiang Province Patentee after: Ningbo Intelligent Equipment Research Institute Co., Ltd. Address before: 150001 No. 434, postal street, Nangang District, Heilongjiang, Harbin Co-patentee before: Gao Hui Jun Patentee before: Harbin Institute of Technology Asset Investment Management Co., Ltd. |