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33results about How to "Keep the edges" patented technology

Image processing method and device and electronic equipment

The invention discloses an image processing method and device and electronic equipment. The image processing method comprises that edge-maintaining filtering is carried out on a first image based on an original image to obtain a filtering image; and a second image based on the original image is fused with a third image based on the filtering image to obtain a fusion image. Thus, texture details ofthe original image can be maintained to certain extent while noise is eliminated and the edges are maintained, image distortion due to the fact that a flat area is too smooth can be avoided, the fusion image approaches the reality more, and the image quality can be improved effectively.
Owner:BANMA ZHIXING NETWORK HONGKONG CO LTD

Fusion method of SAR (Synthetic Aperture Radar) images and visible light images on the basis of NSCT (Non Subsampled Contourlet Transform)

The invention relates to a fusion method of SAR (Synthetic Aperture Radar) images and visible light images on the basis of NSCT (Non Subsampled Contourlet Transform). The fusion method is characterized by comprising the following steps of: firstly, carrying out NSCT decomposition on the SAR images and the visible light images respectively; then adopting different fusion rules to carry out fusion treatment on NSCT low-frequency and high-frequency subband coefficients, wherein according to the decomposition coefficient characteristics of noise and signals in an NSCT domain, carrying out hard-threshold denoising on the NSCT high-frequency subband coefficient of the SAR images under the maximum decomposition scale, then respectively adopting different fusion rules to carry out fusion processing on the NSCT high-frequency subband coefficient under the maximum decomposition scale and other decomposition scales by adopting the coefficients with threshold processing as the basis; and finally,carrying out NSCT reverse transformation on the fused NSCT coefficients and obtaining fused images. The fusion method takes denoising as the basis of the fusion rule design, considers noise suppression while fusion treatment is carried out, is simple and easy to operate, can be used for obtaining a good fusion effect and is especially more applicable to the SAR images and the visible light imageswith serious spot and noise pollution.
Owner:海安县晋宏化纤有限公司 +1

Image denoising method based on Shearlet contraction and improved TV model

The invention relates to an image denoising method based on a Shearlet contraction and an improved TV model, wherein a TV-denoising model is improved and a novel mixed denoising method by combining the Shearlet contraction is proposed. The method organically combines the sparse representation capability of Shearlet for a high dimension function with the protection capability of the TV-denoising model for an edge, wherein the method obtains a first-denoising image through a hard threshold function contraction, and then improves fidelity terms of a total variation model, and then makes a second denoising of the false Gibbs effect of the first-denoising image by combing the improved total variation model. On the prerequisite of protecting important information such as edges, etc., the method effectively inhibits the false Gibbs oscillation caused by the Shearlet contraction, and realizes a better visual effect and a lower computation complexity.
Owner:西安谦腾进科技有限公司

Denoising method and denoising device for near-infrared images

The embodiment of the invention discloses a denoising method and a denoising device for near-infrared images. The method comprises the following steps of subjecting a to-be-processed near-infrared image to bad point identification, removing identified bad points to obtain a target image, and subjecting the target image to denoising treatment by adopting the combination of multiple spatial filters. According to the embodiments of the invention, the above near-infrared image is subjected to bad point treatment and then the image obtained after the bad point treatment is subjected to denoising treatment by adopting the combination of multiple spatial filters. In this way, not only the background noise of the near-infrared image is effectively suppressed, but also the edge and detail information of the near-infrared image is maximally preserved. The quality of the near-infrared image is improved.
Owner:湖南兴芯微电子科技有限公司

Foreground extraction method under complicated background

The invention provides a foreground extraction method under a complicated background. An infrared lamp is used for polishing over foreground objects. Then, an infrared camera and a color camera are used for extracting images. The infrared camera obtains the images, the foreground objects are illuminated because of polishing of the infrared lamp. A certain threshold value is used for carrying out binarization processing over the infrared images so that a mask image which corresponds to the foreground objects can be digged out. The mask image is carried out fine adjustment up and down of the pixel positions so as to be consistent with the images acquired by the color camera. Finally, the mask image after the fine adjustment is used for completely extracting the foreground image and well keeping the edges of the foreground images. Great improvements on the accuracy of extracting the foreground are obvious.
Owner:QINGDAO SMARTEYE TECH

Method for eliminating image impulse noise based on differential image detection and filtration by multiple windows

The invention discloses a method for detecting impulse noise by utilizing differential images in three directions and then eliminating the image impulse noise through filtration by multiple windows. The method comprises the followings steps: (1) detecting positions of the impulse noise; (2) carrying out multiple-window self-adaptive filtration; and (3) cyclically detecting and filtering for several times. In the invention, the positions of the impulse noise are detected by utilizing the main features of the impulse noise, the impulse noise points are processed by combining the multiple-windowself-adaptive filtration, and the filtration is cyclically detected for several times so as to eliminate the impulse noise as much as possible, and image detail information is reserved. As long as animpulse noise image is input, a good filtering effect can be obtained. The invention can be used in the aspects of image restoration, reconstruction, and the like and can quickly restore the image quality.
Owner:ZHEJIANG UNIV

Ceramic dry granular glaze, crystal diamond flash ceramic tile and preparation methods of ceramic dry granular glaze and crystal diamond flash ceramic tile

ActiveCN113788620AGuaranteed transparent performanceGuaranteed flash effectCeramic tilesZirconium oxychloride
The invention belongs to the technical field of architectural ceramics, and particularly discloses a ceramic dry granular glaze, a crystal diamond flash ceramic tile and preparation methods of the ceramic dry granular glaze and the crystal diamond flash ceramic tile. The ceramic dry granular glaze comprises the following raw materials zirconium-containing transparent frit dry granules and zircon sand, wherein a zirconium source of the zirconium-containing transparent frit dry granules is zirconium oxychloride. The crystal diamond flash ceramic tile comprises a green body layer and a cover glaze layer, wherein the cover glaze layer is formed by firing the ceramic dry granular glaze. According to the invention, the zirconium-containing transparent dry granular glaze is adopted as basic glaze, the zircon sand particles are added, and a small amount of uniformly distributed zirconium exists in the zirconium-containing transparent dry granular glaze, so that zirconium in a glaze melt is in a melting saturation state, and high-temperature melting of the added zircon sand particles in the glaze melt can be effectively prevented. Meanwhile, zirconium silicate crystals formed in the cooling process of the zirconium-containing transparent dry granular glaze take zircon sand particles as devitrification carriers, so that the zircon sand particles further grow, the crystal morphology edges and corners are clearer, and the prepared ceramic dry granular glaze can present a diamond-like flashing effect under the illumination condition.
Owner:FOSHAN OCEANO CERAMICS +1

Image data processing method

The embodiment of the present invention provides an image data processing method. The method comprises the steps of subjecting a noise image matrix to total variation so as to obtain a first de-noised image matrix; according to the first de-noised image matrix and the noise image matrix, acquiring a residual image matrix; subjecting the residual image matrix to adaptive wiener filtering so as to obtain a filtered residual image matrix; subjecting the first de-noised image matrix, the filtered residual image matrix and a weight vector to secondary de-noising treatment according to a first preset rule so as to obtain a second de-noised image matrix. The above method fully utilizes the prior information of an image. In this way, the noise is removed, while the edge and the details of the image are better retained at the same time. A high signal-to-noise ratio is obtained, while the structural similarity is also kept at a high level at the same time. Therefore, the visual effect of people can be fully met.
Owner:SOUTHWEAT UNIV OF SCI & TECH

Polarimetric SAR classification method on basis of NSCT and discriminative dictionary learning

The invention discloses a polarimetric SAR classification method on the basis of NSCT and discriminative dictionary learning and mainly solves the problems of low classification accuracy and low classification speed of an existing polarimetric SAR image classification method. The polarimetric SAR classification method comprises the following implementing steps: 1, acquiring a coherence matrix of a polarimetric SAR image to be classified and carrying out Lee filtering on the coherence matrix to obtain the de-noised coherence matrix; 2, carrying out Cloude decomposition on the de-noised coherence matrix and using three non-negative feature values of decomposition values and a scattering angle as classification features; 3, carrying out three-layer NSCT on the classification features and using a transformed low-frequency coefficient as a transform domain classification feature; 4, using the transform domain classification feature and combining a discriminative dictionary learning model to train a dictionary and a classifier; 5, using the dictionary and the classifier, which are obtained by training, to classify a test sample so as to obtain a classification result. The polarimetric SAR classification method improves classification accuracy and increases a classification speed and is suitable for image processing.
Owner:XIDIAN UNIV

Image denoising method based on super pixel clustering and sparse representation

The invention provides an image denoising method based on super pixel clustering and sparse representation to solve a technical problem of a low denoised image peak signal to noise ratio and detain information loss of an existing image donoising method. The method comprises the steps of (1) inputting an image to be denoised, (2) carrying out super pixel segmentation and super pixel clustering on the image and obtaining multiple clusters of similar super pixels, (3) carrying out image block extraction and dictionary training on each cluster of similar super pixels, (4) calculating the sparse coefficient of each image block under a corresponding dictionary, (5) searching the similar image block of each image block and calculating the sparse coefficient weighted sum of similar image blocks, (6) restraining the sparse decomposition process of each image block by using the sparse coefficient weighted sum of the similar image blocks, and obtaining a new sparse coefficient, (7) judging whether a current number of iterations is larger than a maximum number of iterations Lambda or not, executing a step (8), otherwise adding 1 to the number of iterations, and executing the step (5), and (8) reconstructing the image to be denoised , and obtaining a denoised image.
Owner:XIDIAN UNIV

Filtering and denoising system and filtering and denoising method for video data

The invention relates to a filtering and denoising system and a filtering and denoising method for video data. An interframe data processing module, a frame data caching module and a frame data output control module are connected to form a data path, subtraction is carried out between the previous frame data and the current frame, a result worked out by the operation is multiplied by a filtering coefficient and then added by the current frame, so that the filtered current frame data are worked out, the frame data caching module comprises a DDR2 (Double Data Rate 2) memory, and has two caches, each cache caches the data of a frame of video image, so that the invention can be adapted to the denoising of the video images of an object moving at low speed, the time-weighted average of the image signals is worked out according to the frame period, so that the image signals are almost not affected, consequently, not only can the edges in the images be kept well, but also noise can be greatly reduced, and thereby the purpose of improving the signal-to-noise ratio of the images is achieved.
Owner:TIANJIN TIANDY DIGITAL TECH

Oral-lip image automatic segmenting method based on Chinese medical inspection

The invention discloses an oral-lip image automatic segmenting method based on Chinese medical inspection, comprising the specific steps as follows: (1) inputting a face image and carrying out mean shift filtering on the input face image to obtain an image I; (2) carrying out color space transformation on the image I to obtain a gray level image G and carrying out normalization processing to obtain a normalized image G; (3) obtaining a contour of oral-lip segmentation; (4) establishing a level set function according to the oral-lip image contour, iteratively calculating the level set functionand moving the contour to the oral-lip edge; and (5) setting the level set function to be 0 to obtain the oral-lip image contour, processing the oral-lip image contour by utilizing a five-point average method and eliminating burrs on the edge of the oral-lip image contour to obtain a final oral-lip contour. By means of the method, the oral-lip image can be automatically segmented from the face image, and the segmentation effect of a weak edge image can be effectively enhanced.
Owner:SHANGHAI UNIV

A control method, an apparatus, an imaging device, an electronic device and a readable storage medium

The invention provides a control method, an apparatus, an imaging device, an electronic device and a readable storage medium, wherein, the method is applied to the imaging device, and the imaging device comprises a color camera and a black-and-white camera. The control method comprises the following steps of: controlling the color camera to take a color image with high dynamic range; controlling the black-and-white camera to capture the black-and-white image with low dynamic range; synthesizing the black-and-white image and the color image to obtain the target image. The method can simultaneously preserve the high dynamic range of the target image and the edge and detail of the target image so as to avoid the misplacement or blurring of the edge of the moving object and improve the shooting experience of the user.
Owner:GUANGDONG OPPO MOBILE TELECOMM CORP LTD

A defect detection method based on local contrast saliency region detection

The invention discloses a defect detection method based on local contrast saliency region detection, which comprises the following steps: acquiring a panel image, and dividing the image into a plurality of regions by using a graph-based segmentation method; Establishing a color histogram for each region; Calculating the color distance metrics of the two areas rk and ri; For each region rk, calculating the saliency value of the region rk by measuring the color contrast of the region rk and other regions of the image, namely, calculating the weighted color distance measurement sum of the regionrk, and obtaining a sparse histogram; introducing Spatial information i to increase the influence effect of the area, and defining the significance based on the contrast of the spatial weighted area as the spatial distance between negative distance power weighted areas of an exponential function; setting a saliency threshold value, and if the saliency threshold value is larger than the threshold value, the human eyes are visually sensitive to the saliency threshold value and are very likely slits; if the saliency threshold value is less than the threshold, the region does not have significanceand is impossible to be a slit region.
Owner:南京敏光视觉智能科技有限公司

Multi-modal image fusion method based on convolution analysis operator

The invention discloses a multi-modal image fusion method based on a convolution analysis operator. The method comprises the following steps of 1, decomposing a source image through fast Fourier transform, and respectively obtaining a low-frequency component and a high-frequency component; 2, fusing low-frequency components; 3, fusing high-frequency components; and 4, reconstructing an image according to the fusion structure of the low-frequency component and the fusion result of the high-frequency component. The method is advantaged in that the image features are better expressed, the reconstruction quality of the fused image is obviously improved, and an edge in the reconstructed image is better reserved.
Owner:四川警察学院

An intima-media segmentation method for dual-channel intravascular ultrasound images

The invention discloses an intima-media segmentation method for dual-channel intravascular ultrasound images, which comprises the following steps: 1) collecting blood vessel intima-media ultrasound images, artificially delineating intima-media boundaries, and establishing training and testing sample sets; 2) carrying out anisotropic diffusion filtering processing on the images of the training sample set; 3) superimposing the filtered new images and the original images to form a dual-channel image; 4) establishing a depth learning segmentation model, pooling the maximum neighborhood gradient, and inputting a training set for training; 5) carrying out anisotropic diffusion filtering on the image of the testing set, composing the filtered image and the original image into a dual-channel image, inputting the trained depth learn segmentation model, and segmenting to obtain the segmented blood vessel intima boundary. The method of the invention can accurately and effectively extract the blood vessel intima region.
Owner:SOUTH CHINA UNIV OF TECH

Inter-image change detection method and device

The invention discloses an inter-image change detection method and device, relates to the technical field of image processing, and aims to solve the problem that the accuracy of a detection result isinfluenced due to the fact that the detection of the inter-image change is easily interfered by the influence of sensor noise when a monitoring area is not changed under the condition of low illumination. The method comprises the following steps: executing morphological filtering operation on a target image in an image set to obtain a filtered image; respectively processing the target images in the image set by using a compression logarithm ratio operator and a mean value ratio operator to obtain a difference image of each target image, and performing equal-weight fusion operation on the difference images of the plurality of target images to obtain a fused difference image; compressing the fused difference image through a preset processing function to obtain a normalized fused difference image, and performing median filtering operation on the normalized fused difference image to obtain a final difference image; and clustering the final difference image through a preset clustering algorithm, and determining the change between the images according to a clustering result. The method is suitable for detecting changes between images.
Owner:XINJIANG UNIVERSITY

Filtering noise reduction system and method for video data

The invention discloses a filtering noise reduction system and a filtering noise reduction method for video data. The method comprises the following steps: combining a mean filtering algorithm and a time-domain recursive filtering algorithm; generating a 5*5 neighborhood template through a neighborhood template generation module; dividing the sum of video image data of five columns of the 5*5 neighborhood template by a constant factor, so as to obtain a frame output; replacing data of an original frame by the mean of data of adjacent 25 frames in space so as to effectively filtrate noise caused by data stack in frames; allowing video image data subjected to mean filtering processing to be subjected to time-domain recursive filtering; carrying out subtraction operation between two adjacent frames; and multiplying the calculated result by a filtering coefficient, and then adding the second result with a current frame data so as to obtain the data of the current frame subjected to filtering. Therefore, the method is suitable denoising for the video images of low-velocity moving objects; and the frame duration of image signal is subjected to time weighted average, and the image signal is barely affected, so that not only are the edges of the images well reserved, but also the noise between frames caused by data stack can be eliminated.
Owner:TIANJIN TIANDY DIGITAL TECH

A kind of ceramic dry glaze, crystal diamond flashing ceramic tile and preparation method thereof

ActiveCN113788620BAvoid high temperature meltingCrystal morphology with sharp edges and cornersGlazeFrit
The invention belongs to the technical field of architectural ceramics, and specifically discloses a ceramic dry granular glaze, crystal diamond flashing ceramic brick and a preparation method thereof. The raw materials of the ceramic dry glaze include zirconium-containing transparent frit dry particles and zircon sand, and the zirconium source of the zirconium-containing transparent frit dry particles is zirconium oxychloride. The crystal diamond flashing ceramic tile includes a body layer and a surface glaze layer, and the surface glaze layer is fired from ceramic dry glaze. The present invention uses zirconium-containing transparent dry granule glaze as the basic glaze, and by adding zircon sand particles, because there is a small amount of evenly distributed zirconium in the zirconium-containing transparent dry granule glaze, the zirconium in the glaze melt is in a molten and saturated state, which can effectively prevent The high temperature melting of the extra zircon sand particles in the glaze melt. At the same time, the zirconium silicate crystals formed during the cooling process of the zirconium-containing transparent dry glaze use zircon sand particles as the crystallization carrier, so that the zircon sand particles grow further, and the crystal shape is more angular, making the prepared ceramics Dry-grain glazes can exhibit a diamond-like sparkle effect under light conditions.
Owner:FOSHAN OCEANO CERAMICS +1

Morphological attribute filtering multimode fusion imaging method and system and medium

The invention discloses a morphological attribute filtering multimode fusion imaging method, which comprises the steps of performing morphological attribute filtering operation on a to-be-fused infrared image, solving an adaptive segmentation threshold, and performing binarization to obtain an infrared image weight map; carrying out edge preserving filtering on the infrared image weight map; calculating according to the infrared image weight graph to obtain a visible light image weight graph, and respectively constructing an image pyramid for the visible light image to be fused, the infrared image to be fused, the infrared image weight graph and the visible light image weight graph; fusing the visible light image, the infrared image and the weighted image pyramid to be fused to obtain fusion, and reconstructing to obtain a final fusion result. According to the morphological attribute filtering multi-mode fusion imaging method, quick and stable multi-mode fusion imaging can be performedby utilizing an image processing means, a fusion imaging result can effectively reserve a salient target in an infrared image and edge and texture details in a visible image, Meanwhile, the morphological attribute filtering multi-mode fusion imaging method has the advantages of high calculation efficiency and good universality.
Owner:HUNAN UNIV

Frame data filtering and denoising system and method

The invention relates to a video data filtering and denoising system and method; the video data filtering and denoising system is characterized in that an interframe data processing module, a frame data buffer module and a frame data output control module are connected into a data path; the data of two previous frames and the data of a current frame respectively are multiplied by filtering coefficients for obtaining sums; the obtained sums are averaged to obtain the data of the current filtered frame; the frame data buffer module is formed by a DDR2 (Double Data Rate 2) memory which is provided with three cache regions, wherein each cache region respectively caches the data of a video image of one frame, thereby being capable of adapting to the denoising of a video image of a low-speed moving object; and by carrying out temporal weighted average on the image signal according to a frame period, the edge of the image can be very well reserved with hardly any influence on an image signal, and the noise can greatly lowered, thereby achieving the purpose of improving the signal-to-noise ratio of an image.
Owner:TIANJIN TIANDY DIGITAL TECH

Fusion method of SAR (Synthetic Aperture Radar) images and visible light images on the basis of NSCT (Non Subsampled Contourlet Transform)

The invention relates to a fusion method of SAR (Synthetic Aperture Radar) images and visible light images on the basis of NSCT (Non Subsampled Contourlet Transform). The fusion method is characterized by comprising the following steps of: firstly, carrying out NSCT decomposition on the SAR images and the visible light images respectively; then adopting different fusion rules to carry out fusion treatment on NSCT low-frequency and high-frequency subband coefficients, wherein according to the decomposition coefficient characteristics of noise and signals in an NSCT domain, carrying out hard-threshold denoising on the NSCT high-frequency subband coefficient of the SAR images under the maximum decomposition scale, then respectively adopting different fusion rules to carry out fusion processing on the NSCT high-frequency subband coefficient under the maximum decomposition scale and other decomposition scales by adopting the coefficients with threshold processing as the basis; and finally,carrying out NSCT reverse transformation on the fused NSCT coefficients and obtaining fused images. The fusion method takes denoising as the basis of the fusion rule design, considers noise suppression while fusion treatment is carried out, is simple and easy to operate, can be used for obtaining a good fusion effect and is especially more applicable to the SAR images and the visible light imageswith serious spot and noise pollution.
Owner:海安县晋宏化纤有限公司 +1

Method and device for smoothening disparity map and electronic equipment

The invention is suitable for the field of image processing, and provides a method and device for smoothening a disparity map and electronic equipment. The method comprises the following steps: initializing A(z, y), B(x, y) and F(x, y) into all-zero matrixes; acquiring all pixel points (x<k>, y<k>) satisfying S(x, y)=k in S(x, y); making A(x<k>, y<k>)=M(x<k>, y<k>), B(x<k>, y<k>)=1; computing all A(x<k>-i, y<k>-i) and T(x<k>, y<k>) taking x<k>, y<k> as a center; computing the sum of all B(x<k>-i, y<k>-i) taking x<k>, y<k> as a center to obtain the quantity T(x<k>, y<k>) of all the pixel points satisfying S(x, y); and computing F(x<k>, y<k>) according to T(x<k>, y<k>) and T(x<k>, y<k>). Through adoption of the method and device for smoothening the disparity map and the electronic equipment, the smoothness or continuity of disparity is realized, and the sudden change or discontinuity of an object edge is kept.
Owner:TCL CORPORATION

Filtering noise reduction system and method for video data

The invention discloses a filtering noise reduction system and a filtering noise reduction method for video data. The method comprises the following steps: combining a mean filtering algorithm and a time-domain recursive filtering algorithm; generating a 5*5 neighborhood template through a neighborhood template generation module; dividing the sum of video image data of five columns of the 5*5 neighborhood template by a constant factor, so as to obtain a frame output; replacing data of an original frame by the mean of data of adjacent 25 frames in space so as to effectively filtrate noise caused by data stack in frames; allowing video image data subjected to mean filtering processing to be subjected to time-domain recursive filtering; carrying out subtraction operation between two adjacent frames; and multiplying the calculated result by a filtering coefficient, and then adding the second result with a current frame data so as to obtain the data of the current frame subjected to filtering. Therefore, the method is suitable denoising for the video images of low-velocity moving objects; and the frame duration of image signal is subjected to time weighted average, and the image signal is barely affected, so that not only are the edges of the images well reserved, but also the noise between frames caused by data stack can be eliminated.
Owner:TIANJIN TIANDY DIGITAL TECH

Image processing method, device and electronic equipment

The application discloses an image processing method, an image processing device, and an electronic device. Wherein, the image processing method includes: performing edge-preserving filtering on the first image based on the original image to obtain a filtered image; fusing the second image based on the original image and the third image based on the filtered image to obtain a fused image. With the above method, since the fusion operation with the second image based on the original image is performed after edge-preserving filtering, the texture details of the original image can be preserved to a certain extent while eliminating noise and preserving edges, thereby avoiding Due to the image distortion caused by the flat area being too smooth, the fused image is more realistic and the image quality is effectively improved.
Owner:BANMA ZHIXING NETWORK HONGKONG CO LTD

CT image denoising method based on principal component analysis

The invention discloses a CT image denoising method based on principal component analysis. The method comprises steps: a search window is constructed, and the size of the search window can be adjusted adaptively; With a pixel containing noise in a CT image as a center, a rectangular reference module is constructed; in the search window, test modules similar to the reference module are searched, and a test module set is constructed; the test module set is mapped to a tensor substrate space of the principal component of the CT image; the substrate of tensor containing noise is subjected to reduction; the test modules are mapped to image space, and a CT image after denoising is reconstructed. Through the method, noise in a CT image can be removed accurately, and edge and detail information in the CT image can be reserved.
Owner:嘉恒医疗科技(上海)有限公司
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