[go: up one dir, main page]

CN101325663B - Method and device for improving image quality - Google Patents

Method and device for improving image quality Download PDF

Info

Publication number
CN101325663B
CN101325663B CN2008101171990A CN200810117199A CN101325663B CN 101325663 B CN101325663 B CN 101325663B CN 2008101171990 A CN2008101171990 A CN 2008101171990A CN 200810117199 A CN200810117199 A CN 200810117199A CN 101325663 B CN101325663 B CN 101325663B
Authority
CN
China
Prior art keywords
image
exposure
saturation
acutance
adjustment module
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
Application number
CN2008101171990A
Other languages
Chinese (zh)
Other versions
CN101325663A (en
Inventor
沈操
王浩
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Mid Star Technology Ltd By Share Ltd
Original Assignee
Vimicro Corp
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Vimicro Corp filed Critical Vimicro Corp
Priority to CN2008101171990A priority Critical patent/CN101325663B/en
Publication of CN101325663A publication Critical patent/CN101325663A/en
Application granted granted Critical
Publication of CN101325663B publication Critical patent/CN101325663B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Landscapes

  • Image Processing (AREA)

Abstract

The invention provides a image quality improving apparatus which comprises: an exposure acquiring module for acquiring the exposure of image; a saturation regulating module for increasing or decreasing the image saturation according to the exposure; acutance regulating module for increasing, decreasing or eliminating the image or doing the anti-acutance according to the exposure; a contrast regulating module, for increasing or decreasing the image contrast according to the exposure; a color enhancement regulating module, for increasing or decreasing the image color intensity, or eliminating the color enhancing function according to the exposure; and a noise reduction module for opening, closing or reducing the image noise reduction function. Processed by the apparatus, the image becomes color saturated, verisimilar, clear and low noised.

Description

A kind of method and apparatus that improves picture quality
Technical field
The present invention relates to technical field of image processing, relate in particular to a kind of method and apparatus that improves picture quality.
Background technology
The quality of image is very important for the reader of image, and good picture quality can be known the content that manifests the image carrying, and the person obtains the image loaded information to help the reading image, and then makes timely reaction.But the quality of image is unsatisfactory in the reality, and the color saturation that can occur image usually is not enough, and it is fuzzy that image seems, problem that light and shade is unclear or the like.
Prior art is according to the time for exposure of image, or the luminance gain coefficient, regulates the saturation of image, makes image from the colour to the black and white, perhaps switches from the black and white to the colour.In the practical operation, by the time for exposure of image or the logic complexity of luminance gain coefficient judgement picture quality, and physical significance is unclear; The meeting of image switching simultaneously causes visual sudden change, makes the people be not easy to accept.And then, the saturation of single adjusting image, picture quality can not reach satisfied degree.Such as, when exposure is big, only image is switched to black and white from colour, though there is not colored noise in the image, owing to switch, image can produce the black and white noise, and is still influential to the quality of image like this.
Summary of the invention
In view of this, the object of the present invention is to provide a kind of method and apparatus that improves picture quality,,, obtain the better pictures quality by regulating saturation, acutance, contrast, color enhancement function and the decrease of noise functions of image according to the exposure of image.
In order to achieve the above object, the invention provides a kind of method that improves picture quality, this method may further comprise the steps:
Obtain the exposure of image;
In the exposure of described image when changing to less than first predetermined threshold greater than first predetermined threshold, reduce image saturation, and carry out following one or more step: reduce image sharpness, reduce picture contrast, reduce the color enhancement function and open decrease of noise functions;
In the exposure of described image when changing to greater than second predetermined threshold less than second predetermined threshold, increase image saturation, and carry out following one or more step: increase image sharpness, increase picture contrast, increase the color enhancement function and close decrease of noise functions;
Described reduction or increase image saturation are realized by the saturation regulatory factor is set;
Utilize exposure and saturation regulatory factor to form coordinate and take out, different exposure correspondences are provided with different saturation regulatory factors, form different straight slopes, and wherein, slope represents to regulate by the saturation regulatory factor speed of image color gradual change.
As one embodiment of the present of invention, described exposure is the product of time for exposure and luminance gain coefficient, and wherein, the luminance gain coefficient comprises analog gain and digital gain.As one embodiment of the present of invention, when changing to less than first predetermined threshold, reduce image sharpness, remove acutance or carry out anti-acutance greater than first predetermined threshold in the exposure of image; And in the exposure of described image when changing to greater than second predetermined threshold less than second predetermined threshold, the performing step that increases image sharpness is: with the product of input picture and the sharpening factor output image after as adjusting, wherein, sharpening factor is an integer.
In the above-described embodiments, described sharpening factor is for being positioned at the arbitrary integer between [16,16].
The invention provides a kind of device that improves picture quality, this device comprises light exposure obtaining module, the saturation adjustment module, and the acutance adjustment module, the contrast adjustment module, color strengthens adjustment module and noise reduction module; Wherein:
Light exposure obtaining module is used to obtain the exposure of image;
The saturation adjustment module is used for according to exposure, increases or reduce the saturation of image;
The acutance adjustment module is used for according to exposure, increases or reduces image sharpness and remove acutance or carry out anti-acutance;
The contrast adjustment module is used for according to exposure, increases or reduce picture contrast;
Color strengthens adjustment module, is used for according to exposure, increases or reduces color and strengthen degree, perhaps removes the color enhancement function;
Noise reduction module is used for opening according to exposure, closes or reduce the decrease of noise functions of image.
As one embodiment of the present of invention, described exposure is the product of time for exposure and luminance gain coefficient, and wherein, the luminance gain coefficient comprises analog gain and digital gain.
As one embodiment of the present of invention, described saturation adjustment module reduces or increases image saturation and realizes by the saturation regulatory factor is set.
In the above-described embodiments, utilize exposure and saturation regulatory factor to form coordinate and take out, different exposure correspondences are provided with different saturation regulatory factors, form different straight slopes, wherein, slope represents to regulate by the saturation regulatory factor speed of image color gradual change.
As one embodiment of the present of invention, as the output image after regulating, wherein, sharpening factor is an integer to described acutance adjustment module with the product of input picture and sharpening factor.
In the above-described embodiments, described sharpening factor is for being positioned at the arbitrary integer between [16,16].
The present invention is according to the exposure of image, by regulating the saturation of image, acutance, contrast, color enhancement function and decrease of noise functions, make image color saturated true to nature, the image light and shade clearly demarcated, clear picture, reduced the noise of image simultaneously.
Description of drawings
Fig. 1 is the original image of the little situation of one embodiment of the invention image exposure amount;
Fig. 2 A is the image that the saturation increase of image is shown according to Fig. 1;
Fig. 2 B is the image that the saturation reduction of image is shown according to Fig. 1;
Fig. 3 is the characteristic pattern of the adjusting of one embodiment of the invention saturation;
Fig. 4 A is the image that the acutance increase of image is shown according to Fig. 1;
Fig. 4 B is the image that the acutance reduction of image is shown according to Fig. 1;
Fig. 5 A illustrates the image that the image adjustment contrast increases according to Fig. 1;
Fig. 5 B illustrates the image that the image adjustment contrast reduces according to Fig. 1;
Fig. 6 is the original image of the big situation of one embodiment of the invention image exposure amount;
Fig. 7 A is the image that the adjusting saturation reduction of image is shown according to Fig. 6;
Fig. 7 B is the image that the adjusting saturation increase of image is shown according to Fig. 6;
Fig. 8 A is the image that the adjusting contrast reduction of image is shown according to Fig. 6;
Fig. 8 B is the image that the adjusting contrast increase of image is shown according to Fig. 6;
Fig. 9 A is the image according to the adjusting acutance reduction of the image shown in Fig. 6;
Fig. 9 B is the image according to the adjusting acutance increase of the image shown in Fig. 6;
Figure 10 is the structural representation that one embodiment of the invention improves the picture quality device.
Embodiment
For making purpose of the present invention clearer, reach specific embodiment now in conjunction with the accompanying drawings and be described.Below by the embodiment that is described with reference to the drawings is exemplary, only is used to explain the present invention, and can not be interpreted as limitation of the present invention.
Along with environmental change, the exposure of image also constantly changes, and makes the quality of image can not reach perfect condition like this.Therefore, the present invention proposes exposure according to the image that obtains; In the exposure of described image when changing to less than first predetermined threshold greater than first predetermined threshold, reduce image saturation, and carry out following one or more step: reduce image sharpness, reduce picture contrast, reduce the color enhancement function and open decrease of noise functions; In the exposure of described image when changing to greater than second predetermined threshold less than second predetermined threshold, increase image saturation, and carry out following one or more step: increase image sharpness, increase picture contrast, increase the color enhancement function and close decrease of noise functions.The exposure of image is the product of time for exposure and luminance gain coefficient, and wherein, the luminance gain coefficient comprises analog gain and digital gain.
Wherein above-mentioned first predetermined threshold is the 10-30 level, and second predetermined threshold is the 80-100 level, but based on any conversion that does not break away from inventive concept, all should belong to protection scope of the present invention.
Reduce or increase image saturation and realize that by the saturation regulatory factor is set wherein the product of input picture and saturation regulatory factor is as output image.
, reduce image sharpness, remove acutance or carry out anti-acutance when changing to less than first predetermined threshold in the exposure of image greater than first predetermined threshold; And in the exposure of described image when changing to greater than second predetermined threshold less than second predetermined threshold, the performing step that increases image sharpness is: with the product of input picture and the sharpening factor output image after as adjusting, wherein, sharpening factor is an integer.Further, sharpening factor is for being positioned at the arbitrary integer between [16,16].
Describe the present invention below in conjunction with accompanying drawing.
Fig. 1 is the original image of the little situation of one embodiment of the invention image exposure amount;
Fig. 2 A is the image that the saturation increase of image is shown according to Fig. 1;
As can be seen from the figure, the color before of the image after the adjusting is clear more true to nature.
Fig. 2 B is the image that the saturation reduction of image is shown according to Fig. 1;
As can be seen from the figure, on the little basis of image exposure amount, further reduce the saturation of image, will make that the color of image is fuzzyyer.
The process of the saturation gradual change of image can be finished by the saturation regulatory factor is set, as shown in Figure 3, when exposure is TH1 and TH2, different saturation regulatory factors is set respectively, make that the slope K of line1 and line2 is different, slope is herein promptly represented the speed of gradual change.
When exposure<=TH1, the saturation regulatory factor is regulated along line1; When exposure>TH1 and<=during TH2, the saturation regulatory factor is regulated along line2; When exposure>TH2, the saturation regulatory factor is 0.
Along line1, when the saturation regulatory factor from diminishing greatly, then image color shoals light gradually; Along line1, when the saturation regulatory factor is big from little change, then image color becomes gorgeous gradually;
Along line2, when the saturation regulatory factor from diminishing greatly, then image becomes black and white by light colour gradually; Along line2, when the saturation regulatory factor is big from little change, then image becomes light colour by black and white gradually.
Utilize exposure and saturation regulatory factor to form coordinate and take out, different exposure correspondences are provided with different saturation regulatory factors, form different straight slopes, and wherein, slope represents to regulate by the saturation regulatory factor speed of image color gradual change.
Wherein, the product of input picture and saturation regulatory factor obtains output image.
Under the little situation of exposure, can regulate characteristics of image: increase image sharpness by following at least a mode; Increase picture contrast; Increase the degree that color strengthens; Reduce or close decrease of noise functions.
Reduce image sharpness, remove acutance or anti-acutance; And the performing step of described increase image sharpness is:
As the output image after regulating, wherein, sharpening factor is an integer with the product of input picture and sharpening factor.Preferably, sharpening factor is for being positioned at the arbitrary integer between [16,16].Based on belonging to protection scope of the present invention with any variation that does not break away from inventive concept.
Fig. 4 A is the image that the acutance increase of image is shown according to Fig. 1, and as can be seen from the figure, it is more clear that the image after acutance increases shows.Comparison diagram 4A, Fig. 4 B are the images that the acutance reduction of image is shown according to Fig. 1, and the image after acutance reduces shows fuzzyyer.Wherein, sharpening factor and acutance are proportional.
Fig. 5 A illustrates the image that picture contrast increases according to Fig. 1;
Under the situation that exposure is little in Fig. 1,, make that the image light and shade is clearly more demarcated by increasing the contrast of image; Accordingly, Fig. 5 B illustrates the image that the image adjustment contrast reduces according to Fig. 1; Under the little situation of image exposure amount, it is fuzzyyer that image can seem like this.
Equally, under the little situation of exposure, can increase the degree that color strengthens; Reduce or close decrease of noise functions, improve the quality of image.
On the contrary, in the big situation of image exposure amount, the saturation that should regulate image lowers gradually, makes image become black and white from colour, makes that the color of image is more clear.
Simultaneously, in the big situation of exposure, can be by reducing image sharpness, removing acutance or anti-acutance; Reduce picture contrast; Reduce degree or removal color enhancement function that color strengthens; Open decrease of noise functions.At least above a kind of mode realizes.
Fig. 6 is the original image of the big situation of one embodiment of the invention image exposure amount;
Fig. 7 A is the image that the adjusting saturation reduction of image is shown according to Fig. 6, and as can be seen from the figure, by reducing the saturation of the original image that obtains in the dark surrounds, noise is not obvious in this image.
Comparison diagram 7A, Fig. 7 B are the images that the adjusting saturation increase of image is shown according to Fig. 6, and as can be seen from the figure, by increasing the saturation of the original image that obtains in the dark surrounds, the noise of this image is exaggerated, and makes that the noise of image is more obvious.
Fig. 8 A is the image that the adjusting contrast reduction of image is shown according to Fig. 6, and as can be seen from the figure, by reducing the contrast of the original image that obtains in the dark surrounds, noise is not obvious in this image.
Comparison diagram 8A, Fig. 8 B are the images that the adjusting contrast increase of image is shown according to Fig. 6, and as can be seen from the figure, by increasing the contrast of the original image that obtains in the dark surrounds, the noise of this image is exaggerated, and makes that the noise of image is more obvious.
Fig. 9 A is the image according to the adjusting acutance reduction of the image shown in Fig. 6, as can be seen from the figure, and by reducing the acutance of the original image that obtains in the dark surrounds, perhaps in dark surrounds without acutance, even anti-acutance, the feasible not noise of enlarged image, and also noise is not obvious in the image.
Comparison diagram 9A, Fig. 9 B are the images according to the adjusting acutance increase of the image shown in Fig. 6, and as can be seen from the figure, by increasing the acutance of the original image that obtains in the dark surrounds, the noise of this image is exaggerated, and makes that the noise of image is more obvious.
Under dark surrounds, the coloured image that colored noise is beated is accepted than the more difficult eyes that allow of black and white image.
Equally, under the big situation of exposure, can be by reducing degree or the removal color enhancement function that color strengthens; Open decrease of noise functions, improve the quality of image.Based on belonging to protection scope of the present invention with any variation that does not break away from inventive concept.
Figure 10 is the structural representation that one embodiment of the invention improves the picture quality device.
In the device 10 that improves picture quality, comprise light exposure obtaining module, saturation adjustment module 11, acutance adjustment module 12, contrast adjustment module 13, color strengthens adjustment module 14 and noise reduction module 15; Wherein:
Light exposure obtaining module is used to obtain the exposure of image;
Saturation adjustment module 11 is used for according to exposure, increases or reduce the saturation of image;
Acutance adjustment module 12 is used for according to exposure, increases or reduces image sharpness and remove acutance or carry out anti-acutance;
Contrast adjustment module 13 is used for according to exposure, increases or reduce picture contrast;
Color strengthens adjustment module 14, is used for according to exposure, increases or reduces color and strengthen degree, perhaps removes the color enhancement function;
Noise reduction module 15 is used for opening according to exposure, closes or reduce the decrease of noise functions of image.
Wherein, exposure is the product of time for exposure and luminance gain coefficient, and wherein, the luminance gain coefficient comprises analog gain and digital gain.
Wherein, described saturation adjustment module reduces or increases image saturation by the realization of saturation regulatory factor is set.
Further, utilize exposure and saturation regulatory factor to form coordinate and take out, different exposure correspondences are provided with different saturation regulatory factors, form different straight slopes, and wherein, slope represents to regulate by the saturation regulatory factor speed of image color gradual change.
Wherein, as the output image after regulating, wherein, sharpening factor is an integer to the acutance adjustment module with the product of input picture and sharpening factor.Further, sharpening factor is for being positioned at the arbitrary integer between [16,16].
The above only is preferred embodiment of the present invention, and is in order to restriction the present invention, within the spirit and principles in the present invention not all, any modification of being done, is equal to replacement etc., all should be included within protection scope of the present invention.

Claims (8)

1. a method that improves picture quality is characterized in that, this method may further comprise the steps:
Obtain the exposure of image;
In the exposure of described image when changing to less than first predetermined threshold greater than first predetermined threshold, reduce image saturation, and carry out following one or more step: reduce image sharpness, reduce picture contrast, reduce the color enhancement function and open decrease of noise functions;
In the exposure of described image when changing to greater than second predetermined threshold less than second predetermined threshold, increase image saturation, and carry out following one or more step: increase image sharpness, increase picture contrast, increase the color enhancement function and close decrease of noise functions;
Described reduction or increase image saturation are realized by the saturation regulatory factor is set;
Utilize exposure and saturation regulatory factor to form coordinate and take out, different exposure correspondences are provided with different saturation regulatory factors, form different straight slopes, and wherein, slope represents to regulate by the saturation regulatory factor speed of image color gradual change.
2. the method for raising picture quality according to claim 1 is characterized in that, described exposure is the product of time for exposure and luminance gain coefficient, and wherein, the luminance gain coefficient comprises analog gain and digital gain.
3. the method for raising picture quality according to claim 1 is characterized in that,, reduces image sharpness, removes acutance or carry out anti-acutance when changing to greater than first predetermined threshold less than first predetermined threshold in the exposure of image; And in the exposure of described image when changing to greater than second predetermined threshold less than second predetermined threshold, the performing step that increases image sharpness is:
As the output image after regulating, wherein, sharpening factor is an integer with the product of input picture and sharpening factor.
4. the method for raising picture quality according to claim 3 is characterized in that, described sharpening factor is for being positioned at the arbitrary integer between [16,16].
5. a device that improves picture quality is characterized in that, this device comprises light exposure obtaining module, the saturation adjustment module, and the acutance adjustment module, the contrast adjustment module, color strengthens adjustment module and noise reduction module; Wherein:
Light exposure obtaining module is used to obtain the exposure of image;
The saturation adjustment module is used for according to exposure, increases or reduce the saturation of image;
The acutance adjustment module is used for according to exposure, increases or reduces image sharpness and remove acutance or carry out anti-acutance;
The contrast adjustment module is used for according to exposure, increases or reduce picture contrast;
Color strengthens adjustment module, is used for according to exposure, increases or reduces color and strengthen degree, perhaps removes the color enhancement function;
Noise reduction module is used for opening according to exposure, closes or reduce the decrease of noise functions of image;
Described saturation adjustment module reduces or increases image saturation and realizes by the saturation regulatory factor is set; Utilize exposure and saturation regulatory factor to form coordinate and take out, different exposure correspondences are provided with different saturation regulatory factors, form different straight slopes, and wherein, slope represents to regulate by the saturation regulatory factor speed of image color gradual change.
6. the device of raising picture quality according to claim 5 is characterized in that, described exposure is the product of time for exposure and luminance gain coefficient, and wherein, the luminance gain coefficient comprises analog gain and digital gain.
7. the device of raising picture quality according to claim 5 is characterized in that, as the output image after regulating, wherein, sharpening factor is an integer to described acutance adjustment module with the product of input picture and sharpening factor.
8. the device of raising picture quality according to claim 7 is characterized in that, described sharpening factor is for being positioned at the arbitrary integer between [16,16].
CN2008101171990A 2008-07-25 2008-07-25 Method and device for improving image quality Active CN101325663B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN2008101171990A CN101325663B (en) 2008-07-25 2008-07-25 Method and device for improving image quality

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN2008101171990A CN101325663B (en) 2008-07-25 2008-07-25 Method and device for improving image quality

Publications (2)

Publication Number Publication Date
CN101325663A CN101325663A (en) 2008-12-17
CN101325663B true CN101325663B (en) 2010-06-09

Family

ID=40188961

Family Applications (1)

Application Number Title Priority Date Filing Date
CN2008101171990A Active CN101325663B (en) 2008-07-25 2008-07-25 Method and device for improving image quality

Country Status (1)

Country Link
CN (1) CN101325663B (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108876742A (en) * 2018-06-25 2018-11-23 深圳市华星光电技术有限公司 image color enhancement method and device

Families Citing this family (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101867794B (en) * 2010-05-25 2012-06-06 无锡中星微电子有限公司 Method for enhancing acutance of monitored picture and monitoring system
CN102006431B (en) * 2010-12-30 2012-08-22 无锡银泰微电子有限公司 Method for selecting image data source in optical instrument
JP6035718B2 (en) * 2011-09-07 2016-11-30 カシオ計算機株式会社 Projection apparatus, projection method, and program
JP2016044995A (en) * 2014-08-20 2016-04-04 セイコーエプソン株式会社 Color measuring method, color measuring device and electronic apparatus
CN107004249B (en) * 2014-12-05 2020-06-09 三菱电机株式会社 Image processing apparatus, method and recording medium
CN106550227B (en) * 2016-10-27 2019-02-22 成都西纬科技有限公司 A kind of image saturation method of adjustment and device
CN106682424A (en) 2016-12-28 2017-05-17 上海联影医疗科技有限公司 Medical image adjusting method and medical image adjusting system
CN108734162B (en) * 2018-04-12 2021-02-09 上海扩博智能技术有限公司 Method, system, equipment and storage medium for identifying target in commodity image
CN108933933B (en) * 2018-07-05 2019-08-20 华为技术有限公司 A video signal processing method and device
CN109447958B (en) * 2018-10-17 2023-04-14 腾讯科技(深圳)有限公司 Image processing method, image processing device, storage medium and computer equipment
CN112712455A (en) * 2021-03-03 2021-04-27 桂林电子科技大学 Color image watermarking device

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060204124A1 (en) * 2000-02-28 2006-09-14 Nobuhiro Aihara Image processing apparatus for correcting contrast of image
CN1835562A (en) * 2006-04-21 2006-09-20 北京中星微电子有限公司 Processing method of image outputting of pick-up device under low illuminance condition
CN1878245A (en) * 2005-06-07 2006-12-13 明基电通股份有限公司 Method for Correcting Exposure of Digital Image

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060204124A1 (en) * 2000-02-28 2006-09-14 Nobuhiro Aihara Image processing apparatus for correcting contrast of image
CN1878245A (en) * 2005-06-07 2006-12-13 明基电通股份有限公司 Method for Correcting Exposure of Digital Image
CN1835562A (en) * 2006-04-21 2006-09-20 北京中星微电子有限公司 Processing method of image outputting of pick-up device under low illuminance condition

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
JP特开2001-157071A 2001.06.08
JP特开2003-235050A 2003.08.22
让数码照片更完美--数码照片再加工.电子计算机与外部设备 10.2001,(10),137-141页.
让数码照片更完美——数码照片再加工.电子计算机与外部设备 10.2001,(10),137-141页. *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108876742A (en) * 2018-06-25 2018-11-23 深圳市华星光电技术有限公司 image color enhancement method and device
CN108876742B (en) * 2018-06-25 2021-04-30 Tcl华星光电技术有限公司 Image color enhancement method and device

Also Published As

Publication number Publication date
CN101325663A (en) 2008-12-17

Similar Documents

Publication Publication Date Title
CN101325663B (en) Method and device for improving image quality
CN105488793B (en) Image display method and image processing method
KR20070046010A (en) How to improve digital image
JPH0372778A (en) Area identification system for picture processing unit
JP2008017364A (en) Image correction processing apparatus, image correction processing method, program and storage medium
CN112766204B (en) Image processing method, device and computer readable storage medium
TWI698124B (en) Image adjustment method and associated image processing circuit
CN106846270A (en) A kind of image edge enhancement method and device
CN101854536A (en) Method for improving image visual effect for video encoding and decoding
CN103581637A (en) Image processing apparatus and image processing method
CN108090876A (en) A kind of image processing method and device
CN106651817A (en) Non-sampling contourlet-based image enhancement method
CN104463806A (en) Highly adaptive image contrast enhancing method based on data driving technology
KR20070039347A (en) Method and system for improving image quality of color image
JP6271874B2 (en) Image processing apparatus and image processing method
CN109859138A (en) A kind of infrared image enhancing method based on human-eye visual characteristic
CN113177878A (en) Method and device for realizing American cartoon style filter effect based on image transformation
JP4499095B2 (en) Method for selectively smoothing pixels of an image to reduce bleed-through
Wirth et al. The effect of colour space on image sharpening algorithms
CN101895774A (en) Chrominance information pre-treatment method for encoded source image
CN109089158A (en) Face image quality parameter processing system and its implementation for smart television
CN115294243A (en) Automatic coloring method and device for line art picture and storage medium
CN115147294A (en) Expressway scene low-illumination video sharpening processing method guided by vehicle lamp area
CN113284058A (en) Underwater image enhancement method based on migration theory
CN112651886A (en) Method for removing color bands in enhanced image by combining original image

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
TR01 Transfer of patent right
TR01 Transfer of patent right

Effective date of registration: 20171219

Address after: 519031 Guangdong Zhuhai Hengqin Baohua Road No. 6, room 105, -23898 (central office)

Patentee after: Zhongxing Technology Co., Ltd.

Address before: 100083 Haidian District, Xueyuan Road, No. 35, the world building, the second floor of the building on the ground floor, No. 16

Patentee before: Beijing Vimicro Corporation

CP01 Change in the name or title of a patent holder
CP01 Change in the name or title of a patent holder

Address after: 519031 -23898, 105 room 6, Baohua Road, Hengqin New District, Zhuhai, Guangdong (centralized office area)

Patentee after: Mid Star Technology Limited by Share Ltd

Address before: 519031 -23898, 105 room 6, Baohua Road, Hengqin New District, Zhuhai, Guangdong (centralized office area)

Patentee before: Zhongxing Technology Co., Ltd.