Dynamic frame rate conversion in active matrix display

Abstract

The present invention provides a motion content based dynamic frame rate conversion method for displaying a video by a display device, comprising: detecting motion content of the video and generating a control signal for controlling a display color depth based on the motion detection result. The video is displayed with a lower color depth at a higher frame rate than a standard configuration of the display device if the motion detection result indicates that the video contains appreciable amount of motion content; and the video is displayed with a higher color depth at a lower frame rate than the standard configuration of the display device if the motion detection result indicates that the video is relatively static. The present invention can facilitate the display device to dynamically convert its display output formats according to motion content of the video to further optimize the display quality.

Claims

1. A motion content based dynamic frame rate conversion method for displaying a video by a display device, comprising: detecting, by a dynamic motion detection apparatus, motion content of the video and generating, by the dynamic motion detection apparatus, a motion detection result; receiving, by a frame rate controller, the motion detection result; and generating, by the frame rate controller, a control signal for controlling a display color depth based on the motion detection result; wherein: the video is displayed with a lower color depth at a higher frame rate than a standard configuration of the display device if the motion detection result indicates that the video contains appreciable amount of motion content; the video is displayed with a higher color depth at a lower frame rate than the standard configuration of the display device if the motion detection result indicates that the video is relatively static; the detection of motion content of the video comprises: storing, by a storage unit, the regional brightness values of the first frame into a first brightness data array and the regional brightness values of the second frame into a second brightness data array; comparing, by a brightness change detector, the first and second brightness data arrays to obtain an array of brightness differences; detecting, by the brightness change detector, change of brightness for each region of the display screen by comparing each element of the array of brightness differences with one or more voting threshold values; and generating, by the brightness change detector, a vote based on a comparison result for each element of the array of brightness differences calculating, by a majority vote logic unit, a sum of the votes generated for all elements of the array of brightness differences; determining, by the majority vote logic unit, the motion detection result by comparing the calculated sum of the votes with one or more motion detection threshold values; and generating, by the majority vote logic unit, a motion detection signal to the frame rate controller.

2. The motion content based frame rate conversion method according to claim 1, the detection of motion content of the video further comprises: partitioning, by a brightness accumulator, a display screen of the display device into a plurality of regions; and calculating, by the brightness accumulator, a plurality of regional brightness values for a first frame and a plurality of regional brightness values for a second frame which is A F number of frames after the first frame.

3. A dynamic motion detection apparatus for detecting motion content in a video, comprising: a brightness accumulator configured to: partition a display screen of the display device into a plurality of regions; and calculate a plurality of regional brightness values for a first frame and a plurality of regional brightness values for a second frame which is ΔF number of frames after the first frame; a storage unit configured to store the regional brightness values of the first frame into a first brightness data array and the regional brightness values of the second frame into a second brightness data array; a brightness change detector configured to: compare the first and second brightness data arrays to obtain an array of brightness differences; detect change of brightness for each region of the display screen by comparing each element of the array of brightness differences with one or more voting threshold values; and generate a vote based on a comparison result for each element of the array of brightness differences a majority vote logic unit configured to calculate a sum of the votes generated for all elements of the array of brightness differences; determine the motion detection result by comparing the calculated sum of the votes with one or more motion detection threshold values; and generate a motion detection signal based on the motion detection result.

4. A frame rate convertible active matrix display device comprising the dynamic motion detection apparatus according to claim 3.

Description

BRIEF DESCRIPTION OF THE DRAWINGS

(1) Embodiments of the invention are described in more details hereinafter with reference to the drawings, in which:

(2) FIG. 1A shows an image originally displayed at color depth of 8 bits per component; FIG. 1B shows a color-reduced image at color depth of 3 bits per component; and FIG. 1C shows the color-reduced image (at color depth of 3 bits per component) improved with the driving method provided by the present invention.

(3) FIG. 2 shows a simplified system block diagram of a frame rate-convertible active matrix display device according to one embodiment of the present invention;

(4) FIG. 3 depicts a block diagram of a dithering and directional modulation-based frame rate conversion apparatus according to one embodiment of the present invention;

(5) FIG. 4A shows how an input color with a color depth of 8 bits per component is converted an output color with a color depth of 1 bit per component; and FIG. 4B shows how an input color with a color depth of 8 bits per component is converted an output color with a color depth of 3 bits per component;

(6) FIGS. 5A-5C depicts how the color space is divided based on different color depths;

(7) FIGS. 6A-6G illustrate some exemplary delta modulation directions determined by setting the modulation threshold value as a half of the maximum component value of a pixel color;

(8) FIGS. 7A-7C illustrate how the modulation is applied and how the color level is determined for a color data of the pixel within a modulation cycle;

(9) FIGS. 8A-8D shows how input image sources with different display formats are converted to output image sources with mixes of different display formats;

(10) FIG. 9 shows a simplified block diagram of a dynamic motion detection apparatus according to one embodiment of the present invention;

(11) FIG. 10 illustrates how an exemplary video clip is divided into different video segments for dynamic motion detection; and

(12) FIGS. 11A-11C illustrate how different display output formats are determined based on motion detection results for different video segments in the exemplary video clip.

DETAILED DESCRIPTION OF THE INVENTION

(13) In the following description, methods for driving an active matrix display for frame-rate conversion and the display device for implementing the same are set forth as preferred examples. It will be apparent to those skilled in the art that modifications, including additions and/or substitutions may be made without departing from the scope and spirit of the invention. Specific details may be omitted so as not to obscure the invention; however, the disclosure is written to enable one skilled in the art to practice the teachings herein without undue experimentation.

(14) FIG. 2 shows a simplified system block diagram of a frame rate-convertible active matrix display device 1 according to one embodiment of the present invention. Referring to FIG. 2, the display device 1 may include a host processor 11; a timing controller 12 connected to the host processor 11; a gate driver 13 connected between the timing controller 12 and an active matrix display panel (not shown); a source driver 14 connected between the timing controller 12 and the active matrix display panel. The host processor 11 may be configured to generate a plurality of input color data (R_In/G_In/B_In) for representing RGB color components of input color data and a synchronization signal (V_Sync). The timing controller 12 may be configured to receive the plurality of input color data and synchronization data and generate a plurality of output color data (R_Out/G_Out/B_Out) to the source driver 14 and a plurality of row selection signals (V row) to the gate driver 13.

(15) The timing controller 12 may comprise a dynamic motion detection apparatus 121 configured to detect motion content of a video and generate a motion detection signal (V_MD); a frame rate controller 122 configured to receive the motion detection result and the input color data, and generate a control signal (V_Ctrl) for controlling a display color depth, a dithering and directional modulation-based frame rate conversion apparatus 123 configured to receive the control signal and convert the input color data to the output color data based on directional modulation and dithering such that the video can be displayed without observable color depth degradation even if the display frame rate is higher than the standard configuration of the display device. The timing controller 12 may further comprise a frame buffer 124 connected to the frame rate controller 122 and configured to store color data.

(16) In particular, if the motion detection result for the video indicating that the video contains appreciable amount of motion content, the display device will display the video with a lower color depth (e.g., 4 bits per color components) at a higher frame rate (e.g. 120 Hz) than a standard configuration of the display device. If the motion detection result indicating that is the video is relatively static, the display device will display the video with a higher color depth (e.g., 8 bits per color component) at a lower frame rate (e.g. 60 Hz) than the standard configuration of the display device.

(17) FIG. 3 depicts a block diagram of a dithering and directional modulation-based frame rate conversion apparatus 123 according to one embodiment of the present invention. Referring to FIG. 3, the dithering and directional modulation-based frame-rate conversion apparatus 123 may comprise a directional delta modulation generator 310 and a plurality of dithering modules 320.

(18) The directional delta modulation generator 310 may be configured to receive a plurality of input color data (R_In, G_In and B_In) representing RGB color components of an input pixel color, a plurality of synchronization signals (V_Sync) and a control signal (V_Ctrl); and generate a plurality of modulated data (R_Mod, G_Mod and B_Mod) for the plurality of input color data respectively.

(19) Each dithering module 320 may comprise a respective residue line buffer 322 configured to track a residual error in dithering conversion and generate a respective residual data (R_Res/G_Res/B_Res); and a respective adapter (or adder) 321 configured to receive a respective input color data (R_In/G_In/B_In), a respective modulated data (R_Mod/G_Mod/B_Mod) from the directional delta modulation generator 310, and a respective residual data (R_Res/G_Res/B_Res) from a respective residue line buffer 322 to adapt the respective input color data to generate a respective adapted color data (R_AD/G_AD/B_AD) by adding the respective input color data with the respective modulated data and the respective residual data.

(20) Each dithering module 320 may further comprise a dithering engine 323 configured to receive a respective adapted color data (R_AD/G_AD/B_AD) from a respective adapter and generate a respective output color data (R_Out/G_Out/B_Out).

(21) Depending on the frame-rate conversion target, each dithering engine 323 may be configured to perform K-bit dithering to convert the respective adapted color data to an output color data for representing a color depth of K bits per component, where K is an integer equal to or great than 1 which may be selected by the control signal (V_ctrl) from the frame rate controller 122. In particular, the respective adapted color data is compared against (2.sup.K-1) dithering threshold values to generate a respective output color data with 2.sup.K possible output color levels.

(22) As shown in FIG. 4A, for converting an adapted color data (Data_AD) adapted from an input color data (Data_in) with a color depth of 8 bits per component to an output color data (Data_Out) with a color depth of 1 bit per component, the dithering engine 323 may be configured to perform 1-bit dithering to output two possible output color levels, L.sub.0 and L.sub.1, which may be set to have color values of 0 and 255, respectively. The adapted color data, which may have 256 possible color levels (0, 1, . . . to 255) is compared against one dithering threshold value (e.g., 128) to determine an output color level for the output color data. For example, when the adapted color data has a value of 87, which is smaller than the dithering threshold value 128, the dithering engine 323 outputs L.sub.0 (i.e., color value of “0”) for the output color data, and stores a residual data (Data_Res) equal to 87−0=87 into the residue line buffer 322 which will be used for dithering the input color of neighboring pixels.

(23) As shown in FIG. 4B, for converting an adapted color data (Data_AD) adapted from an input color data (Data_in) with a color depth of 8 bits per component to an output color data (Data_Out) with a color depth of 3 bits per component, the dithering engine 323 may be configured to perform 3-bit dithering to output eight possible output color levels, L.sub.0 through L.sub.7, which may be set to have color values of 0, 36, 73, . . . 255, respectively. The adapted color data, which may have 256 possible color levels (0, 1, . . . to 255) is compared against seven dithering threshold values (e.g., 18, 55, 91, . . . , 236) to determine an output color level for the output color data. For example, when the adapted color data has a value of 173, which is in the range between 164˜199, the dithering engine 323 outputs L.sub.5 (i.e., color value of “182”) for the output color data, and stores a residual data (Data_Res) equal to 173-182=−9 into the residue line buffer 322 which will be used for dithering the input color of neighboring pixels.

(24) A color space cube for representing the pixel color may be divided into a number of sub-color space cubes depending on the color depth to be displayed. For instance, in a RGB color space, with a color depth of K bits per component in each RGB direction, a color space cube may be divided into an 8.sup.K number of sub-color space cubes and there are K number of quantized color levels in each RGB direction. Accordingly, each sub-color space cube corresponds to a set of RGB color levels.

(25) FIGS. 5A-5C depicts how the color space is divided based on different color depths. Referring to FIG. 5A, for a color depth of 1 bit per component, the color space cube is divided into 8 sub-color space cubes and there are two color levels (L.sub.0 and L.sub.1) for representing the pixel color in each of the RGB components. Referring to FIG. 5B, for a color depth of 2 bits per component, the color space cube is divided into 64 sub-color space cubes and there are four color levels (L.sub.0 through L.sub.3) for representing the pixel color in each of the RGB components. Referring to FIG. 5C, for a color depth of 3 bits per component, the color space cube is divided into 512 sub-color space cubes and there are eight color levels (L.sub.0 through L.sub.7) for representing the pixel color in each of the RGB components. It can be seen that the small number of bits the color depth to be displayed, the smaller number of color levels available for representing the pixel color in each of the RGB components and the more resolution errors will be lost due to high quantization errors.

(26) The directional delta modulation generator 310 may be further configured to determine a modulation direction by comparing each of the color components of the pixel color against a modulation threshold value and obtaining a flag value of modulation for each of the color components. For instance, if a color component of the pixel has a value equal to or greater than the modulation threshold value, the flag value of modulation for the color component is set as “1”, otherwise, the flag value of modulation for the color component is set as “0”.

(27) Accordingly, the flag values of modulation for each of the color components may be used to construct a modulation direction unit vector U.sub.m (x.sub.m, y.sub.m, z.sub.m) in the RGB color space to represent the modulation direction, where x.sub.m, y.sub.m, and z.sub.m are RGB components of the unit vector respectively. Each of the RGB components x.sub.m, y.sub.m, and z.sub.m of the modulation direction unit vector U.sub.m may have a binary value (“1” or “0”) determined by comparing RGB component values of the pixel color against with the modulation threshold value respectively. For instance, if the R component value of the pixel color is equal to or greater than the modulation threshold value, x.sub.m is set to “1”, otherwise x.sub.m is set to be “0”. In other words, whether delta modulation is applied in a color component (direction) in the color space depends on whether the component value of the pixel color in that color component (direction) is equal to or greater than the modulation threshold value.

(28) FIGS. 6A-6G illustrate some exemplary delta modulation directions determined by setting the modulation threshold value as a half of the maximum component value of RGB components within a pixel, M.

(29) Referring to FIG. 6A, when all of R, G, and B component values of the pixel are equal to or greater than M/2, the RGB components x.sub.m, y.sub.m, and z.sub.m of the modulation direction unit vector U.sub.m are all equal to “1”. Therefore, delta modulation direction is in the white (ΔW) direction.

(30) Referring to FIG. 6B, when the R component value of the pixel is equal to or greater than M/2 and both of the G and B component values of the pixel are smaller than M/2, the RGB components x.sub.m, y.sub.m, and z.sub.m of the modulation direction unit vector U.sub.m are equal to “1”, “0”, and “0”, respectively. Therefore, delta modulation direction is in the red (ΔR) direction.

(31) Referring to FIG. 6C, when the G component value of the pixel is equal to or greater than M/2 and both of the R and B component values of the pixel are smaller than M/2, the RGB components x.sub.m, y.sub.m, and z.sub.m of the modulation direction unit vector U.sub.m are equal to “0”, “1”, and “0”, respectively. Therefore, delta modulation direction is in the green (ΔG) direction.

(32) Referring to FIG. 6D, when the B component value of the pixel is equal to or greater than M/2 and both of the R and G component values of the pixel are smaller than M/2, the RGB components x.sub.m, y.sub.m, and z.sub.m of the modulation direction unit vector U.sub.m are equal to “0”, “0”, and “1”, respectively. Therefore, delta modulation direction is in the blue (ΔB) direction.

(33) Referring to FIG. 6E, when both of the R and G component values are greater than or equal to M/2 and the B component value is smaller than M/2, the RGB components x.sub.m, y.sub.m, and z.sub.m of the modulation direction unit vector U.sub.m are equal to “1”, “1”, and “0”, respectively. Therefore, delta modulation direction is in the yellow (ΔY) direction.

(34) Referring to FIG. 6F, when both of the G and B component values are greater than or equal to M/2 and the R component value is smaller than M/2, the RGB components x.sub.m, y.sub.m, and z.sub.m of the modulation direction unit vector U.sub.m are equal to “0”, “1”, and “1”, respectively. Therefore, delta modulation direction is in the cyan (ΔC) direction.

(35) Referring to FIG. 6G, when both of the B and R component values are greater than or equal to M/2 and the G component value is smaller than M/2, the RGB components x.sub.m, y.sub.m, and z.sub.m of the modulation direction unit vector Un are equal to “1”, “0”, and “1”, respectively. Therefore, delta modulation direction is in the magenta (ΔM) direction.

(36) The directional delta modulation generator 310 may be further configured to apply a delta modulation based on the determined flag value to each of the color components of the pixel to obtain a modulated data for the color component.

(37) The delta modulation may be performed across a sequence of image frames over a modulation cycle using a sequence of N delta modulation values to obtain N modulated data for each of the color components. Within the modulation cycle, an i.sup.th modulated data for the color component obtained in the i.sup.th frame may be given by:
X.sub.mi=X.sub.oi+d.sub.i, for i=1,2, . . . , N,

(38) where X.sub.mi is the i.sup.th modulated data obtained in the i.sup.th frame, X.sub.oi is the original value of the input color data in the i.sup.th frame, d.sub.i is the delta modulation value used in the i.sup.th frame which may have a positive or negative value, and N is the total number of frames within a modulation cycle.

(39) Preferably, the sequence of N delta modulation values d.sub.i may be selected to have a sum equal to zero, that is, Σ.sub.i=1.sup.Nd.sub.i=0, in order to apply the delta modulation across the frames in a balanced manner.

(40) Within the modulation cycle, the dithering engine 323 may be further configured to determine a N number of color levels for the color component of the pixel based on the N modulated data obtained across the N number of frames respectively.

(41) The i.sup.th color level for the color component based on the modulated data X.sub.mi obtained in the i.sup.th frame may be determined with an algorithm given by:

(42) $C_i=\{\begin{array}{c}{L}_{K-1},\mathrm{if}{X}_{mi}<\frac{L_K+L_{K-1}}{2}\\ L_k,\mathrm{if}\frac{L_k+L_{k-1}}{2}<X_{mi}<\frac{L_{k+1}+L_k}{2}\\ L_{K+1},\mathrm{if}{X}_{mi}>\frac{L_{K+1}+L_K}{2}\end{array},$

(43) where C.sub.i is the i.sup.th color level obtained in the i.sup.th image frame, L.sub.k is the k.sup.th color levels defined in the color space with the color depth of K bits per component to be displayed.

(44) The dithering engine 323 may be further configured to average the N color levels for the color components of the pixel determined across the sequence of frames over the modulation cycle to obtain an average display color value C.sub.avg, which is given by:

(45) $C_{\mathrm{avg}}=\frac{1}{N}{.Math.}_{i=1}^N{C}_i;$
and set the average display color value as the output color level.

(46) FIGS. 7A-7C illustrate how the modulation is applied and how the color level is determined for a color component of the pixel within a modulation cycle of 6 frames (F.sub.1 to F.sub.6) in three different cases. For simplicity, the three-dimensional (3D) sub-color space cubes are reduced to two-dimensional (2D) sub-color space squares arranged in the direction of the color component such that each sub-color space square corresponds to a corresponding color level in that direction. Moreover, only three sub-color space squares, namely L.sub.k−1, L.sub.k, and L.sub.k+1, are shown for each frame as the modulation will cause the color component of the pixel to transit between adjacent color levels only and it is assumed that the color component of the pixel has a value X.sub.0 between

(47) $\frac{L_k+L_{k-1}}{2}\mathrm{and}\frac{L_{k+1}+L_k}{2},$
which is represented as a dot within the sub-color space squares corresponding to L.sub.k. By way of example, the delta modulation values (di) used in the modulation cycle are set as: d.sub.1=0, d.sub.2=−δ, d.sub.3=δ, d.sub.4=0, d.sub.5=−2δ, and d.sub.6=2δ, where δ is a predefined delta value.

(48) Referring to FIG. 7A. In this case, the color component of the pixel has a value greater than

(49) $\frac{L_k+L_{k-1}}{2}$
and less than L.sub.k. That is,

(50) $\frac{L_k+L_{k-1}}{2}<X_0<L_k.$
The color levels of the pixel color component in the 6 frames are determined as: C.sub.1=L.sub.k, C.sub.2=L.sub.k−1, C.sub.3=L.sub.k, C.sub.4=L.sub.k, C.sub.5=L.sub.k−1, and C.sub.6=L.sub.k. The average display color value C.sub.avg is equal to (2 L.sub.k−1+4L.sub.k)/6, which is a color level between L.sub.k−1 and L.sub.k.

(51) Referring to FIG. 7B. In this case, the color component of the pixel has a value equal to L.sub.k. That is, X.sub.0=L.sub.k. The color levels of the pixel color component in the 6 frames are determined as: C.sub.1=L.sub.k, C.sub.2=L.sub.k, C.sub.3=L.sub.k, C.sub.4=L.sub.k, C.sub.5=L.sub.k−1, and C.sub.6=L.sub.k+1. As a result, the averaged color level C.sub.avg is equal to (L.sub.k−1+4L.sub.k+L.sub.k+1)/6, which is a color level equal to L.sub.k.

(52) Referring to FIG. 7C. In this case, the color component of the pixel has a value greater than L.sub.k and less than

(53) $\frac{L_{k+1}+L_k}{2}.$
That is,

(54) $L_k<X_0<\frac{L_{k+1}+L_k}{2}.$
The color levels of the pixel color component in the 6 frames are determined as: C.sub.1=L.sub.k, C.sub.2=L.sub.k, C.sub.3=L.sub.k+1, C.sub.4=L.sub.k, C.sub.5=L.sub.k, and C.sub.6=L.sub.k+1. As a result, the average display color value C.sub.avg is equal to (4L.sub.k+2L.sub.k+1)/6, which is a color level value between L.sub.k and L.sub.k+1.

(55) It can be observed from FIGS. 7A-7C that if the dithering is performed without applying the modulation, the color level of the color component of the pixel will be determined as L.sub.k for each of the frames. By applying the modulation, the color component of the pixel for the case in FIG. 7A, which has a value greater than

(56) $\frac{L_k+L_{k-1}}{2}$
and less than L.sub.k, has an average display color value between L.sub.k−1 and L.sub.k over the modulation cycle; the color component of the pixel for the case in FIG. 7B, which has a value equal to L.sub.k, has an average display color value equal to L.sub.k over the modulation cycle; and the color component of the pixel for the case in FIG. 7C, which has a value greater than L.sub.k and less than

(57) $\frac{L_{k+1}+L_k}{2},$
has an average display color value between L.sub.k and L.sub.k+1 over the modulation cycle. In other words, the display image is smoothened by applying the directional modulation therefore the observable degradation of color depth due to frame rate conversion can be eliminated.

(58) In some embodiments, with the dithering and directional modulation-based frame rate conversion apparatus, an input image source having 60 Hz frame rate at color depth of 8 bits per component may be converted to an output image source with color depth of 2 bits per component displayed at 240 Hz frame rate, color depth of 3 bits per component displayed at 180 Hz frame rate or color depth of 4 bits per component displayed at 120 Hz frame rate.

(59) The dithering and directional modulation-based frame rate conversion apparatus can be configured to support conversion of image sources (say, from a computer graphic card) having various frame rates. For example, an input image source having 60 Hz frame rate at color depth of 8 bits per component may be converted to an output image source with color depth of 2 bits per component displayed at 240 Hz frame rate, color depth of 3 bits per component displayed at 180 Hz frame rate or color depth of 4 bits per component displayed at 120 Hz frame rate.

(60) In some embodiments, the output image source may have a mix of different display formats of frame rates including but not limited to, 240 Hz, 200 Hz, 180 Hz, 150 Hz, 120 Hz, 100 Hz, 80 Hz and 60 Hz. FIGS. 8A-8D shows how different input image sources are converted to different output image sources having mixes of different display formats.

(61) Referring to FIG. 8A. An input image source having 200 Hz frame rate at color depth of 8 bits per component may be converted to an output image source having a mix of color depth of 3 bits per component at 180 Hz frame rate and color depth of 2 bits per component at 240 Hz frame rate.

(62) Referring to FIG. 8B. An input image source having 150 Hz frame rate at color depth of 8 bits per component may be converted to an output image source having a mix of color depth of 4 bits per component at 120 Hz frame rate and color depth of 3 bits per component at 180 Hz frame rate.

(63) Referring to FIG. 8C. An input image source having 100 Hz frame rate at color depth of 8 bits per component may be converted to an output image source having a mix of color depth of 4 bits per component at 120 Hz frame rate and color depth of 8 bits per component at 60 Hz frame rate.

(64) Referring to FIG. 8D. An input image source having 80 Hz frame rate at color depth of 8 bits per component may be converted to an output image source having a mix of color depth of 4 bits per component at 120 Hz frame rate and color depth of 8 bits per component at 60 Hz frame rate.

(65) FIG. 9 shows a simplified block diagram of the dynamic motion detecting apparatus 121 used in a display device according to one embodiment of the present invention. Referring to FIG. 9. The process of dynamic motion detection may include: a) partitioning, by a brightness accumulator 910, a display screen of the display device into a plurality of regions; b) calculating, by the brightness accumulator 910, a plurality of regional brightness values for a first frame; c) storing, by a storage unit 920, the regional brightness values of the first frame into a first brightness data array A1; d) calculating, by the brightness accumulator 910, a plurality of regional brightness values for a second frame which is ΔF frames after the first frame, where ΔF is an integer greater than 1 and preferably equal to 15; e) storing, by the storage unit 920, the regional brightness values of the second frame into a second brightness data array A2; f) comparing, by a brightness change detector 930, the first and second brightness data arrays A1, A2 to obtain an array of brightness differences; g) detecting, by the brightness change detector 930, change of brightness for each region of the display screen by comparing each element of the array of brightness differences with one or more voting threshold values; h) generating, by the brightness change detector 930, a vote based on a comparison result for each element of the array of brightness differences.

(66) In some embodiments, the vote may have a first voting value for the element if the comparison result is that the element is equal to or lower than the first voting threshold value; a second voting value which is higher than the first voting value for the element if the comparison result is that the element is higher than the first voting threshold value and lower than the second voting threshold value; or a third voting value which is higher than the second voting value for the element if the comparison result is that the element is equal to or higher than the second voting threshold value.

(67) The process of dynamic motion detection may further include: i) calculating, by a majority vote logic unit 940, a sum of the votes generated for all elements of the array of brightness differences; j) determining, by the majority vote logic unit 940, the motion detection result by comparing the calculated sum of the votes with one or more motion detection threshold values; and k) generating, by the majority vote logic unit 940, a motion detection signal (V_MD) to the frame rate controller 122 based on the motion detection result.

(68) In some embodiments, if the calculated sum is equal to or higher than a motion detection threshold value, the motion detection result may be determined as that the video includes appreciable amount of motion contents. Based on the determined motion detection result, the frame rate controller 122 may determine to display the video with a lower color depth at a higher frame rate than the standard configuration of the display device (e.g., with a color depth of 4 bits per color components and at a frame rate of 120 Hz). If the calculated sum is smaller than the motion detection threshold value, the motion detection result may be determined as that the video is relatively static. Based on the determined motion detection result, the frame rate controller 122 may determine to display the video with a higher color depth at a lower frame rate than the standard configuration of the display device (e.g., with a color depth of 8 bits per color components and at a frame rate of 60 Hz).

(69) A new round of dynamic motion detection may be performed by: taking a previous second frame in a previous round of motion detection as a new first frame for the new round of motion detection; calculating brightness values of a new second frame which is Δ F frames after the new first frame; overwriting the brightness data array which has stored brightness values of a previous first frame in the previous round of motion detection with the calculated brightness values for the new second frame; and repeating the above steps f) to k). As there is no need to calculate the brightness values for the new first frame, the computation time for new round of motion detection can be greatly reduced.

(70) FIG. 10 illustrates how an exemplary video clip (displaying “a man jumping from left to right”) is divided into different video segments for performing motion detections. FIGS. 11A-11C illustrate how different display output formats are determined based on motion detection for different video segments in the exemplary video clip.

(71) Referring to FIG. 10, a display screen for displaying the exemplary video clip is partitioned into 14×8=112 regions. The exemplary video clip has an original frame rate of 120 Hz and a color depth of 8 bits per color component. The exemplary video clip is divided into three video segments VS1, VS2 and VS3 for motion detection. In each video segment, the second frame is 15 frames after the first frame.

(72) Referring to FIG. 11A, the first frame and second frame for the video segment VS1 are denoted as F.sub.1 and F.sub.16, respectively. The brightness values of the 112 partitioned regions for frame F.sub.1 are calculated and stored into a first 14×8 brightness data array A1. The brightness values of the 112 partitioned regions for frame F.sub.16 are calculated and then stored in to a second 14×8 brightness data array A2. The first and second brightness data arrays A1, A2 are compared to obtain an 14×8 array of brightness differences, each corresponds to a partitioned region. For each region, a vote is generated to have: a first voting value “0” if the corresponding brightness difference is equal to or lower than a first voting threshold value, 5% for example, a second voting value “1” if the corresponding brightness difference is higher than the first voting threshold value 5% and lower than a second voting threshold value, 20% for example, or a third voting value “2” if the corresponding brightness difference is equal to or higher than the second voting threshold value 20%. Based on a sum calculated for all of the generated votes, a first motion detection result is determined, and a motion detection signal is generated and transmitted to the frame rate controller 1122. For example, if the calculated sum is smaller than a motion detection threshold value “100”, based on the first motion detection result, the frame rate controller 122 may determine a display output format with a color depth of 8 bits per color component at a frame rate of 60 Hz.

(73) Referring to FIG. 11B, the second frame for the previous video segment VS1 is taken as the first frame for the video segment VS2, therefore the first frame and second frame for the video segment VS2 are denoted as F.sub.16 and F.sub.31 (which is 15 frames after F.sub.16), respectively. While keeping the brightness values of the 112 partitioned regions for frame F.sub.16 in the second 14×8 brightness data array A2, the brightness values of the 112 partitioned regions for frame F.sub.31 are calculated and then stored in to the first 14×8 brightness data array A1. Then, the first and second brightness data arrays A1, A2 are compared to obtain an 14×8 array of brightness differences, each corresponds to a partitioned region. For each region, a vote is generated to have: a first voting value “0” if the corresponding brightness difference is equal to or lower than the first voting threshold value 5%, a second voting value “1” if the corresponding brightness difference is higher than the first voting threshold value 5% and lower than the second voting threshold value 20%, or a third voting value “2” if the corresponding brightness difference is equal to or higher than the second voting threshold value 20%. Based on a sum calculated for all of the generated votes, a second motion detection result is determined, and a motion detection signal is generated and transmitted to the frame rate controller 122. For example, if the calculated sum is equal to or greater than a motion detection threshold value “100”, based on the second motion detection result the frame rate controller may determine a display output format with a color depth of 4 bits per color component at a frame rate of 120 Hz.

(74) Referring to FIG. 11C, the second frame for the previous video segment VS2 is taken as the first frame for the video segment VS3, therefore the first frame and second frame for the video segment VS3 are denoted as F.sub.31 and F.sub.46 (which is 15 frames after F.sub.31), respectively. While keeping the brightness values of the 112 partitioned regions for frame F.sub.31 in the first 14×8 brightness data array A1, the brightness values of the 112 partitioned regions for frame F.sub.46 are calculated and then stored in to the second 14×8 brightness data array A2. The first and second brightness data arrays A1, A2 are then compared to obtain an 14×8 array of brightness differences, each corresponds to a partitioned region. For each region, a vote is generated to have: a first voting value “0” if the corresponding brightness difference is equal to or lower than the first voting threshold value 5%, a second voting value “1” if the corresponding brightness difference is higher than the first voting threshold value 5% and lower than the second voting threshold value 20%, or a third voting value “2” if the corresponding brightness difference is equal to or higher than the second voting threshold value 20%. Based on a sum calculated for all of the generated votes, a third motion detection result is determined, and a motion detection signal is generated and transmitted to the frame rate controller 122. For example, if the calculated sum is equal to or greater than a motion detection threshold value “100”, based on the third motion detection result, the frame rate controller 122 may determine a display output format a color depth of 4 bits per color components at a frame rate of 120 Hz.

(75) The embodiments disclosed herein may be implemented using general purpose or specialized computing devices, computer processors, or electronic circuitries including but not limited to digital signal processors (DSP), application specific integrated circuits (ASIC), field programmable gate arrays (FPGA), and other programmable logic devices configured or programmed according to the teachings of the present disclosure. Computer instructions or software codes running in the general purpose or specialized computing devices, computer processors, or programmable logic devices can readily be prepared by practitioners skilled in the software or electronic art based on the teachings of the present disclosure. In some embodiments, the present invention includes computer storage media having computer instructions or software codes stored therein which can be used to program computers or microprocessors to perform any of the processes of the present invention. The storage media can include, but are not limited to ROMs, RAMs, flash memory devices, or any type of media or devices suitable for storing instructions, codes, and/or data.

(76) The embodiments were chosen and described in order to best explain the principles of the invention and its working principle and practical application, thereby enabling others skilled in the art to understand the invention for various embodiments and with various modifications that are suited to the particular use contemplated. It is not intended to be exhaustive or to limit the invention to the precise forms disclosed. Many modifications and variations will be apparent to the practitioner skilled in the art.