TWI394465B - Display apparatus - Google Patents
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Description
本發明是有關於一種顯示裝置,且特別是有關於一種針對顯示裝置的顯示影像對比調整的裝置。The present invention relates to a display device, and more particularly to a device for displaying image contrast adjustment for a display device.
在電子科技日益普及化的今天,電子產品已成為人們生活中不可獲缺的工具。而為提供使用者更優良的使用品質,一個高效能的顯示裝置是現今電子產品所不可獲缺的必要裝備。Today, with the increasing popularity of electronic technology, electronic products have become an indispensable tool in people's lives. In order to provide users with better use quality, a high-performance display device is an essential equipment that is indispensable for today's electronic products.
為提升顯示裝置的顯示效能,影像的對比調整是一個很重要的功能。而在習知的技術領域中,在忽略影像顯示內容的情況下,僅提出單一條輸入影像資料與輸出影像資料的亮度對應關係的直線式的影像調整曲線,以作為影像對比調整的依據。這種直線式的影像調整曲線當然在實施上是相當容易,但是由於影像的亮度是動態改變的。這種習知的直線式影像調整曲線的調整技術,並不適用於所有亮度的顯示影像。也因此,在提升顯示效能上大打折扣。In order to improve the display performance of the display device, contrast adjustment of the image is an important function. In the conventional technical field, in the case of neglecting the image display content, only a linear image adjustment curve corresponding to the brightness of the input image data and the output image data is proposed as a basis for image contrast adjustment. This linear image adjustment curve is of course quite easy to implement, but since the brightness of the image is dynamically changed. This conventional linear image adjustment curve adjustment technique is not suitable for display images of all brightness. As a result, the display performance is greatly reduced.
對應於此,習知技術(例如美國專利案號6,870,955)另提出一種利用如圖1所繪示的非線性的影像調整曲線110來進行影像的對比調整。這種影像調整曲線110由於是一個二次曲線,因此在實施上在計算上較為複雜。雖然較直線式的影像調整曲線有較佳的效能,但在實施的硬體成本上卻較高,並無法兼顧到成本與效能的雙重考量。Corresponding to this, a conventional technique (for example, U.S. Patent No. 6,870,955) proposes a contrast adjustment of the image by using the nonlinear image adjustment curve 110 as shown in FIG. Since the image adjustment curve 110 is a quadratic curve, it is computationally complicated in implementation. Although the linear image adjustment curve has better performance, the hardware cost of the implementation is higher, and the cost and performance are not considered.
本發明提供一種顯示裝置,可依據影像資料動態調整影像對比。The invention provides a display device, which can dynamically adjust image contrast according to image data.
本發明提出一種顯示裝置,包括影像統計模組、參數計算模組以及影像調整模組。影像統計模組接收多個影像資料,並計算影像資料中不同亮度所對應的畫素數量,藉以獲得亮度分布參數。參數計算模組耦接影像統計模組,用以接收該亮度分布參數並依據亮度分布參數查找出現機率為第一特定比例的設定亮度,且依據亮度分布參數查找出現機率為第二特定比例及第三特定比例的第一調整亮度及第二調整亮度。參數計算模組依據設定亮度、第一及第二調整亮度計算出片段線性(piece-wise linear)的輸入影像資料與輸出影像資料的亮度對應關係。其中,當輸入影像資料等於設定亮度時,輸出影像資料等於輸入影像資料。影像調整模組耦接參數計算模組,接收亮度對應關係以及影像資料。影像調整模組依據亮度對應關係調整影像資料以產生多個顯示影像資料。The invention provides a display device, which comprises an image statistics module, a parameter calculation module and an image adjustment module. The image statistics module receives a plurality of image data, and calculates the number of pixels corresponding to different brightnesses in the image data to obtain a brightness distribution parameter. The parameter calculation module is coupled to the image statistics module for receiving the brightness distribution parameter and searching for the first specific proportion of the set brightness according to the brightness distribution parameter, and searching for the second specific ratio according to the brightness distribution parameter. The first adjustment brightness and the second adjustment brightness of the three specific ratios. The parameter calculation module calculates the brightness correspondence between the piece-wise linear input image data and the output image data according to the set brightness, the first and second adjusted brightness. Wherein, when the input image data is equal to the set brightness, the output image data is equal to the input image data. The image adjustment module is coupled to the parameter calculation module to receive the brightness correspondence and the image data. The image adjustment module adjusts the image data according to the brightness correspondence to generate a plurality of display image data.
在本發明之一實施例中,上述之第一特定比例大於第二特定比例,且第三特定比例大於第一特定比例。In an embodiment of the invention, the first specific ratio is greater than the second specific ratio, and the third specific ratio is greater than the first specific ratio.
在本發明之一實施例中,上述之第一特定比例大於第三特定比例,且第二特定比例大於第一特定比例。In an embodiment of the invention, the first specific ratio is greater than the third specific ratio, and the second specific ratio is greater than the first specific ratio.
在本發明之一實施例中,上述之輸入影像資料的亮度等於第一調整亮度時,輸出影像資料小於輸入影像資料,且輸入影像資料的亮度等於第二調整亮度時,輸出影像資料大於輸入影像資料。In an embodiment of the present invention, when the brightness of the input image data is equal to the first adjusted brightness, the output image data is smaller than the input image data, and the brightness of the input image data is equal to the second adjusted brightness, and the output image data is larger than the input image. data.
在本發明之一實施例中,上述之輸入影像資料的亮度等於第一調整亮度時,輸出影像資料大於輸入影像資料,且輸入影像資料的亮度等於第二調整亮度時,輸出影像資料小於輸入影像資料。In an embodiment of the present invention, when the brightness of the input image data is equal to the first adjusted brightness, the output image data is larger than the input image data, and the brightness of the input image data is equal to the second adjusted brightness, the output image data is smaller than the input image. data.
在本發明之一實施例中,上述之參數計算模組更包括依據亮度分布參數以及至少一第四特定比例查找出現機率為第四特定比例的至少一個的第三調整亮度。In an embodiment of the invention, the parameter calculation module further includes a third adjusted brightness for finding at least one of the fourth specific ratios according to the brightness distribution parameter and the at least one fourth specific ratio.
在本發明之一實施例中,上述之輸入影像資料的亮度等於第三調整亮度時,輸出影像資料大於或小於該輸入影像資料。In an embodiment of the invention, when the brightness of the input image data is equal to the third brightness, the output image data is larger or smaller than the input image data.
在本發明之一實施例中,上述之影像調整模組利用一內插運算法來依據亮度對應關係調整影像資料以產生顯示影像資料。In an embodiment of the invention, the image adjustment module uses an interpolation algorithm to adjust image data according to the brightness correspondence to generate display image data.
在本發明之一實施例中,上述之亮度對應關係為查找表(look-up table)。In an embodiment of the invention, the brightness correspondence relationship is a look-up table.
基於上述,本發明利用動態接收的多個影像資料來獲得亮度分布參數,並依據亮度分布參數中,亮度出現機率為第一、二及三特定比例的設定亮度及第一、二調整亮度來產生輸入影像資料與輸出影像資料的片段線性的亮度對應關係。再藉由亮度對應關係來調整即時接收的影像資料,以產生用來進行顯示的顯示影像資料。如此一來,可以簡單且有效的達成動態調整顯示影像對比的功效。並且,影顯示像對比的調整是依據目前顯示的影像亮度分布來進行的,使對比的調整更具功效。Based on the above, the present invention utilizes a plurality of dynamically received image data to obtain a brightness distribution parameter, and according to the brightness distribution parameter, the brightness occurrence probability is the first, second, and third specific ratios of the set brightness and the first and second brightness adjustments are generated. The linear relationship between the input image data and the segment of the output image data is linear. The image data received immediately is adjusted by the brightness correspondence to generate display image data for display. In this way, the effect of dynamically adjusting the display image contrast can be achieved simply and effectively. Moreover, the adjustment of the shadow display contrast is performed according to the currently displayed image brightness distribution, so that the contrast adjustment is more effective.
為讓本發明之上述特徵和優點能更明顯易懂,下文特舉實施例,並配合所附圖式作詳細說明如下。The above described features and advantages of the present invention will be more apparent from the following description.
請參照圖2,圖2繪示本發明一實施例的顯示裝置200的示意圖。顯示裝置200包括影像統計模組210、參數計算模組220以及影像調整模組230。其中,影像統計模組210接收多個影像資料DIN,並計算影像資料DIN中不同亮度所對應的畫素數量,藉以獲得亮度分布參數HIS。具體一點來說,影像統計模組210是藉由計算多個的影像資料DIN中對應顯示各個不同亮度的像素總數。請參照圖2A繪示的亮度分布參數250的長條圖(histogram)。其中,亮度分布參數長條圖250的橫軸為亮度,縱軸則為各亮度對應的像素總數。以亮度A1及A2為例,在影像資料DIN中,顯示亮度為A1的像素有7個。而在影像資料DIN中,顯示亮度為A2的像素則有10個。Please refer to FIG. 2. FIG. 2 is a schematic diagram of a display device 200 according to an embodiment of the invention. The display device 200 includes an image statistics module 210, a parameter calculation module 220, and an image adjustment module 230. The image statistics module 210 receives the plurality of image data DIN and calculates the number of pixels corresponding to different brightnesses in the image data DIN to obtain the brightness distribution parameter HIS. Specifically, the image statistics module 210 calculates the total number of pixels corresponding to each of the different brightnesses by calculating a plurality of image data DIN. Please refer to the histogram of the brightness distribution parameter 250 illustrated in FIG. 2A. The horizontal axis of the luminance distribution parameter bar graph 250 is the luminance, and the vertical axis is the total number of pixels corresponding to each luminance. Taking the luminances A1 and A2 as an example, in the video data DIN, there are seven pixels displaying the luminance A1. In the image data DIN, there are 10 pixels with a brightness of A2.
請注意,影像資料DIN是一個隨著顯示畫面變化而動態改變的資料,也就是說,亮度分布參數250也是動態變化的。而用來建立亮度分布參數250的影像資料DIN可以是一個畫框或多個畫框的資料,在影像資料數量上,並沒有一定的限制。Please note that the image data DIN is a material that dynamically changes as the display screen changes, that is, the brightness distribution parameter 250 is also dynamically changed. The image data DIN used to establish the brightness distribution parameter 250 can be a frame or a plurality of frame materials, and there is no certain limit on the number of image data.
再請重新參照圖2,參數計算模組220耦接影像統計模組210。參數計算模組220接收影像統計模組210所產生的亮度分布參數HIS,並依據亮度分布參數HIS來查找出現機率為第一特定比例的設定亮度、第二特定比例的第一調整亮度以及第三特定比例的第二調整亮度。在此。所謂的第一特定比例、第二特定比例以及第三特定比例並沒有限制其比例值,設計者可以依需求自行設定。而第一、二及三特定比例間的關係則為第一特定比例介於第二及三特定比例間,第二特定比例則可以大於(不等於)第三特定比例也可以小於第三特定比例。舉個例子來說,用來查找設定亮度的第一特定比例可以被設定為50%,而第二及三特定比例則可以分別被設定為25%以及75%。Referring to FIG. 2 again, the parameter calculation module 220 is coupled to the image statistics module 210. The parameter calculation module 220 receives the brightness distribution parameter HIS generated by the image statistics module 210, and searches for the set brightness of the first specific ratio, the first adjusted brightness of the second specific ratio, and the third according to the brightness distribution parameter HIS. A second adjustment of brightness for a particular ratio. here. The so-called first specific ratio, the second specific ratio and the third specific ratio do not limit the scale value, and the designer can set it according to the requirements. The relationship between the first, second and third specific ratios is that the first specific ratio is between the second and third specific ratios, and the second specific ratio may be greater than (not equal to) the third specific ratio or less than the third specific ratio. . For example, the first specific ratio used to find the set brightness can be set to 50%, while the second and third specific ratios can be set to 25% and 75%, respectively.
再請重新參照圖2A,依據上述範例中,第一、二及三特定比例分別被設定為50%、25%以及75%的情況下,參數計算模組220依據亮度分布參數的長條圖250可查找出設定亮度為亮度C,第一調整亮度以及第二調整亮度則分別為亮度A及亮度B。Referring again to FIG. 2A, in accordance with the above example, in the case where the first, second, and third specific ratios are set to 50%, 25%, and 75%, respectively, the parameter calculation module 220 is based on the bar graph of the brightness distribution parameter 250. It can be found that the set brightness is the brightness C, and the first adjusted brightness and the second adjusted brightness are the brightness A and the brightness B, respectively.
在查找出設定亮度、第一調整亮度以及第二調整亮度後,參數計算模組220依據設定亮度、第一及第二調整亮度來獲得片段線性的輸入影像資料與輸出影像資料的亮度對應關係。在此請參照圖2B,圖2B繪示依據圖2A的亮度分布參數所獲得的亮度對應關係280。其中,在亮度對應關係280中,當輸入影像資料等於設定亮度(亮度C)時,輸出影像資料與輸入影像資料的亮度均等於亮度C。也就是說,依據設定亮度C定位出的設定點P1落在對角線281間。另外,在亮度對應關係280中,當輸入影像資料等於第一調整亮度(亮度A)時,對應輸出影像資料的亮度則被設定為小於亮度A,也就是說,依據第一調整亮度A定位出的設定點P2落在對角線281的下方。並且,當輸入影像資料等於第二調整亮度(亮度B)時,對應輸出影像資料的亮度則被設定為大於亮度B,也就是說,依據第一調整亮度B定位出的設定點P3落在對角線281的上方。After finding the set brightness, the first adjusted brightness, and the second adjusted brightness, the parameter calculation module 220 obtains the brightness correspondence between the segment linear input image data and the output image data according to the set brightness, the first and second adjusted brightness. Please refer to FIG. 2B. FIG. 2B illustrates the brightness correspondence 280 obtained according to the brightness distribution parameter of FIG. 2A. Wherein, in the brightness correspondence 280, when the input image data is equal to the set brightness (brightness C), the brightness of the output image data and the input image data are equal to the brightness C. That is to say, the set point P1 positioned according to the set brightness C falls between the diagonal lines 281. In addition, in the brightness correspondence 280, when the input image data is equal to the first adjusted brightness (brightness A), the brightness of the corresponding output image data is set to be smaller than the brightness A, that is, according to the first adjusted brightness A. The set point P2 falls below the diagonal 281. Moreover, when the input image data is equal to the second adjusted brightness (brightness B), the brightness of the corresponding output image data is set to be greater than the brightness B, that is, the set point P3 positioned according to the first adjusted brightness B falls in the pair Above the corner 281.
據此,參數計算模組220只需要依序連接原點O、設定點P2、設定點P1、設定點P3以及對角線281的終點T,即可以獲得亮度對應關係280。Accordingly, the parameter calculation module 220 only needs to sequentially connect the origin O, the set point P2, the set point P1, the set point P3, and the end point T of the diagonal 281, that is, the brightness correspondence 280 can be obtained.
在此請注意,依據第一調整亮度A所定位出的設定點P2也可以被定位在對角線281的上方,而依據第二調整亮度B所定位出的設定點P3也可以被定位在對角線281的下方。其中的設定點P2、P3並沒有限制其設定的位置,可以依據使用者或設計者的需求來進行改變。Please note that the set point P2 located according to the first adjusted brightness A can also be positioned above the diagonal 281, and the set point P3 positioned according to the second adjusted brightness B can also be positioned in the pair. Below the corner 281. The set points P2 and P3 are not limited to the set position, and can be changed according to the needs of the user or the designer.
另外,由於作為亮度對應關係280的建立依據的亮度分布參數是動態改變的,因此亮度對應關係280也是會動態改變的。In addition, since the brightness distribution parameter as the basis for establishing the brightness correspondence 280 is dynamically changed, the brightness correspondence 280 is also dynamically changed.
值得注意的是,在數位設計的方式下,亮度對應關係可以利用查找表的方式來實施。簡單來說,以8位元解析度的亮度為範例,就是依據輸入影像的亮度0~255藉由亮度對應關係280依序計算出的輸出影像的亮度的資料紀錄在查找表中。It is worth noting that in the digital design mode, the brightness correspondence can be implemented by means of a lookup table. In brief, the brightness of the 8-bit resolution is taken as an example, and the data of the brightness of the output image sequentially calculated by the brightness correspondence 280 according to the brightness of the input image is recorded in the lookup table.
另外,請參照圖2C,圖2C繪示依據圖2B的亮度分布參數所獲得的另一亮度對應關係290。其中,亮度對應關係290中,更依據不同的特定比例,來在亮度分布參數中查找出不同的調整亮度D及E。並使亮度對應關係290增加多個的設定點P4、P5。如此一來,亮度對應關係290的轉折點將會更多於亮度對應關係280,可以提供更細微的影像對比調整。In addition, please refer to FIG. 2C. FIG. 2C illustrates another brightness correspondence 290 obtained according to the brightness distribution parameter of FIG. 2B. Among them, in the brightness correspondence 290, different adjusted brightnesses D and E are found in the brightness distribution parameters according to different specific ratios. The brightness correspondence 290 is increased by a plurality of set points P4 and P5. As a result, the turning point of the brightness correspondence 290 will be more than the brightness correspondence 280, which can provide finer image contrast adjustment.
也就是說,本發明實施例中的亮度對應關係290上的設定點並不限定其數量,其中作為轉折點的設定點數量可以依設計者或使用者的需求來進行增減及調整。That is to say, the set point on the brightness correspondence 290 in the embodiment of the present invention is not limited to the number thereof, and the number of set points as the turning point can be increased, decreased, and adjusted according to the needs of the designer or the user.
請重新參照圖2,影像調整模組230耦接參數計算模組220,用以接收亮度對應關係以及影像資料DIN。影像調整模組230依據亮度對應關係來調整影像資料DIN以產生多數個用來進行顯示的顯示影像資料DOUT。進一步來說明,當亮度對應關係是以查找表來實施時,影像調整模組230僅需依據所接收的影像資料DIN為輸入影像來查表找出對應的輸出影像的亮度即可獲得顯示影像資料DOUT。另外,當亮度對應關係非是以查找表來實施時,由於亮度對應關係是一個片段線性的曲線,因此,影像調整模組230可以接收亮度對應關係上的所有設定點的資訊(設定點的輸入及輸出影像的亮度),並依據各影像資料DIN相鄰的兩個設定點的資訊來進行內插運算,便可獲得各影像資料DIN對應的各顯示影像資料DOUT。Referring to FIG. 2 again, the image adjustment module 230 is coupled to the parameter calculation module 220 for receiving the brightness correspondence and the image data DIN. The image adjustment module 230 adjusts the image data DIN according to the brightness correspondence to generate a plurality of display image data DOUT for display. Further, when the brightness correspondence is implemented by using a lookup table, the image adjustment module 230 only needs to find the brightness of the corresponding output image according to the received image data DIN as an input image to obtain the displayed image data. DOUT. In addition, when the brightness correspondence is not implemented by the lookup table, since the brightness correspondence is a piece linear curve, the image adjustment module 230 can receive the information of all the set points in the brightness correspondence relationship (the input of the set point) And the brightness of the output image), and according to the information of the two set points adjacent to each image data DIN, the display image data DOUT corresponding to each image data DIN can be obtained.
上述進行內插運算的內插運算法為本領域具通常知識者所熟知的技術,在此恕不多作說明。The above-described interpolation algorithm for performing the interpolation operation is a technique well known to those skilled in the art and will not be described here.
以下請參照圖3,圖3繪示本發明實施例的顯示裝置進行對比調整的動作流程圖。首先,接收影像資料(S310),接著,計算影像資料中不同亮度所對應的畫素數量,藉以獲得亮度分布參數(S320)。在獲取亮度分布參數後,依據亮度分布參數查找出現機率為第一特定比例的設定亮度,並依據亮度分布參數查找出現機率為第二特定比例及第三特定比例的第一調整亮度及第二調整亮度,再計算出片段線性的輸入影像資料與輸出影像資料的亮度對應關係(S330)。最後,依據亮度對應關係調整影像資料以產生多個顯示影像資料(S340)。Please refer to FIG. 3 . FIG. 3 is a flow chart showing the operation of the display device according to the embodiment of the present invention. First, image data is received (S310), and then the number of pixels corresponding to different brightnesses in the image data is calculated to obtain a brightness distribution parameter (S320). After obtaining the brightness distribution parameter, the brightness of the first specific ratio is found according to the brightness distribution parameter, and the first adjustment brightness and the second adjustment of the second specific ratio and the third specific ratio are found according to the brightness distribution parameter. The brightness is calculated, and the brightness corresponding to the brightness of the segmented linear input image data and the output image data is calculated (S330). Finally, the image data is adjusted according to the brightness correspondence to generate a plurality of display image data (S340).
綜上所述,本發明利用依據動態的統計多數個的影像資料,以獲得的亮度分布參數。並藉由亮度分布參數來查找不同比例的出現機率的設定亮度與調整亮度,且依據這些設定亮度與調整亮度計算出片段線性的輸入影像資料與輸出影像資料的亮度對應關係。如此一來,輸入的影像資料亮度,就可以依據動態調整的亮度對應關係,來調整獲得實際用來顯示的顯示影像資料。在不同亮度的顯示畫面中,都可以達到優良的對比調整的功效。並且,由於亮度對應關係的片段線性特性,也有效的簡化顯示裝置的硬體複雜度,有效降低電路成本。In summary, the present invention utilizes a plurality of image data based on dynamic statistics to obtain brightness distribution parameters. The brightness distribution parameter is used to find the set brightness and the brightness of the different ratios of occurrence probability, and the brightness corresponding to the linearity of the input image data and the output image data is calculated according to the set brightness and the adjusted brightness. In this way, the brightness of the input image data can be adjusted according to the dynamically adjusted brightness correspondence to obtain the display image data actually used for display. Excellent contrast adjustment can be achieved in different brightness display screens. Moreover, due to the linear characteristics of the segments of the luminance correspondence, the hardware complexity of the display device is also effectively simplified, and the circuit cost is effectively reduced.
雖然本發明已以實施例揭露如上,然其並非用以限定本發明,任何所屬技術領域中具有通常知識者,在不脫離本發明之精神和範圍內,當可作些許之更動與潤飾,故本發明之保護範圍當視後附之申請專利範圍所界定者為準。Although the present invention has been disclosed in the above embodiments, it is not intended to limit the invention, and any one of ordinary skill in the art can make some modifications and refinements without departing from the spirit and scope of the invention. The scope of the invention is defined by the scope of the appended claims.
110‧‧‧影像調整曲線110‧‧‧Image adjustment curve
200‧‧‧顯示裝置200‧‧‧ display device
210‧‧‧影像統計模組210‧‧‧Image Statistics Module
220‧‧‧參數計算模組220‧‧‧Parameter calculation module
230‧‧‧影像調整模組230‧‧‧Image Adjustment Module
250‧‧‧亮度分布參數250‧‧‧Brightness distribution parameters
280、290‧‧‧亮度對應關係280, 290‧‧ ‧ brightness correspondence
281‧‧‧對角線281‧‧‧ diagonal
P1~P5‧‧‧設定點P1~P5‧‧‧ set point
A~E‧‧‧亮度A~E‧‧‧Brightness
HIS‧‧‧亮度分布參數HIS‧‧‧Brightness distribution parameters
DIN‧‧‧影像資料DIN‧‧ ‧ imagery
DOUT‧‧‧顯示影像資料DOUT‧‧‧Display image data
S310~S340‧‧‧對比調整步驟S310~S340‧‧‧Compare adjustment steps
圖1繪示非線性的影像調整曲線110。FIG. 1 illustrates a non-linear image adjustment curve 110.
圖2繪示本發明一實施例的顯示裝置200的示意圖。FIG. 2 is a schematic diagram of a display device 200 according to an embodiment of the invention.
圖2A繪示的亮度分布參數250的長條圖。FIG. 2A is a bar graph of the brightness distribution parameter 250.
圖2B繪示依據圖2A的亮度分布參數所獲得的亮度對應關係280。FIG. 2B illustrates a brightness correspondence 280 obtained according to the brightness distribution parameter of FIG. 2A.
圖2C繪示依據圖2B的亮度分布參數所獲得的另一亮度對應關係290。FIG. 2C illustrates another luminance correspondence 290 obtained according to the luminance distribution parameter of FIG. 2B.
圖3繪示本發明實施例的顯示裝置進行對比調整的動作流程圖。FIG. 3 is a flow chart showing the operation of the display device for performing contrast adjustment according to an embodiment of the invention.
200...顯示裝置200. . . Display device
210...影像統計模組210. . . Image statistics module
220...參數計算模組220. . . Parameter calculation module
230...影像調整模組230. . . Image adjustment module
HIS...亮度分布參數HIS. . . Brightness distribution parameter
DIN...影像資料DIN. . . video material
DOUT...顯示影像資料DOUT. . . Display image data
Claims (10)
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| TW200737948A (en) * | 2006-03-23 | 2007-10-01 | Novatek Microelectronics Corp | Method for processing brightness of an image and related device |
| US20080123952A1 (en) * | 2006-11-29 | 2008-05-29 | Nokia Corporation | Contrast optimization of images |
| TW200913701A (en) * | 2007-09-10 | 2009-03-16 | Himax Tech Ltd | Content-adaptive contrast improving method and apparatus for digital image |
| TW201008253A (en) * | 2008-08-06 | 2010-02-16 | Marketech Int Corp | Image processing apparatus and image processing method |
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| TW200737948A (en) * | 2006-03-23 | 2007-10-01 | Novatek Microelectronics Corp | Method for processing brightness of an image and related device |
| US20080123952A1 (en) * | 2006-11-29 | 2008-05-29 | Nokia Corporation | Contrast optimization of images |
| TW200913701A (en) * | 2007-09-10 | 2009-03-16 | Himax Tech Ltd | Content-adaptive contrast improving method and apparatus for digital image |
| TW201008253A (en) * | 2008-08-06 | 2010-02-16 | Marketech Int Corp | Image processing apparatus and image processing method |
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