TW201320002A - Ulti-view stereoscopic image generating method and multi-view stereoscopic image generating apparatus applying the same method - Google Patents
Ulti-view stereoscopic image generating method and multi-view stereoscopic image generating apparatus applying the same method Download PDFInfo
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Abstract
Description
本發明是有關於多視角立體影像之技術領域,且特別是有關於一種多視角立體影像產生方法及採用此方法之多視角立體影像產生裝置。The present invention relates to the technical field of multi-view stereoscopic images, and more particularly to a multi-view stereoscopic image generating method and a multi-view stereoscopic image generating device using the same.
近年來,影像處理的技術不斷進步,代表著人類持續地追求更真實的視覺感受。而除了一般的影像與色彩的處理技術增進之外,多視角立體影像的處理更進一步增加了立體空間的視覺感受。In recent years, the technology of image processing has been continuously improved, representing the continuous pursuit of a more realistic visual experience. In addition to the general processing techniques of image and color, the processing of multi-view stereoscopic images further increases the visual experience of the three-dimensional space.
目前的多視角立體影像技術係利用一張二維影像與一張深度圖(depth map)來產生多張具有其他視角的二維影像。然而,這種技術會造成嚴重的影像失真問題,以圖1來說明之。The current multi-view stereoscopic image technology utilizes a two-dimensional image and a depth map to generate a plurality of two-dimensional images with other viewing angles. However, this technique can cause serious image distortion problems, as illustrated in Figure 1.
圖1所示即為習知多視角立體影像產生技術的示意圖。請參照圖1,深度影像繪圖單元(depth image based rendering,DIBR)100係接收一張第一視角的二維影像view3與對應於此二維影像view3的一張深度圖DM3,並依據此二者來產生四張具有其他視角的二維影像,分別以view1、view2、view4與view5來標示。而在產生出來的這四個二維影像中,二維影像view2與view4這二者的視角皆與二維影像view3的視角相鄰,而二維影像view1與view5這二者的視角則分別與二維影像view2與view4的視角相鄰。FIG. 1 is a schematic diagram of a conventional multi-view stereo image generation technique. Referring to FIG. 1 , a depth image based rendering (DIBR) 100 receives a two-dimensional image view 3 of a first viewing angle and a depth image DM3 corresponding to the two-dimensional image view 3 , and according to the two To generate four 2D images with other perspectives, labeled as view1, view2, view4, and view5. In the four two-dimensional images generated, the two-dimensional images view2 and view4 are both adjacent to the view angle of the two-dimensional image view3, and the two-dimensional images view1 and view5 are respectively viewed from The 2D image view2 is adjacent to the view of view4.
由於上述之二維影像view2係將二維影像view3中的像素重新投影,使得二維影像view3向左位移預設位移量Δshift而得,因此二維影像view2會因為遮蔽效應與視角的不同而產生影像缺口(holes)。同樣的,二維影像view4係將二維影像view3中的像素重新投影,使得二維影像view3向右位移預設位移量Δshift而得,因此二維影像view4也會因為遮蔽效應與視角的不同而產生影像缺口(holes)。Since the two-dimensional image view 2 re-projects the pixels in the two-dimensional image view 3, the two-dimensional image view 3 is displaced to the left by the preset displacement amount Δshift, so that the two-dimensional image view 2 is generated due to the difference between the shadowing effect and the viewing angle. Image gaps. Similarly, the 2D image view4 re-projects the pixels in the 2D image view3, so that the 2D image view3 is displaced to the right by the preset displacement amount Δshift, so the 2D image view4 will also be different due to the shadowing effect and the viewing angle. Produce image holes.
而由於上述之二維影像view1係將二維影像view3中的像素重新投影,使得二維影像view3向左位移二倍的預設位移量Δshift而得,因此二維影像view1會因為遮蔽效應與視角的不同而產生二倍大的影像缺口(holes)。同理,由於上述之二維影像view5係將二維影像view3中的像素重新投影,使得二維影像view3向右位移二倍的預設位移量Δshift而得,因此二維影像view5也會因為遮蔽效應與視角的不同而產生二倍大的影像缺口(holes)。如此一來,便造成了多視角立體影像的嚴重失真問題。Because the above-mentioned two-dimensional image view1 re-projects the pixels in the two-dimensional image view3, so that the two-dimensional image view3 is displaced to the left by a preset displacement amount Δshift, the two-dimensional image view1 will have a shadowing effect and a viewing angle. The difference is that there are twice the size of the image holes. Similarly, since the above-mentioned two-dimensional image view 5 re-projects the pixels in the two-dimensional image view 3, so that the two-dimensional image view 3 is shifted to the right by a preset displacement amount Δ shift, the two-dimensional image view 5 is also shielded. The effect is different from the angle of view, resulting in twice the size of the image holes. As a result, the problem of severe distortion of multi-view stereoscopic images is caused.
由前述的說明可知,當產生之二維影像的視角越多時,多視角立體影像失真的情形就會越嚴重。As can be seen from the foregoing description, the more the angle of view of the generated two-dimensional image, the more severe the distortion of the multi-view stereo image.
本發明提供一種多視角立體影像產生方法,依照此方法所產生的多視角立體影像不會有嚴重失真的問題。The invention provides a multi-view stereo image generation method, and the multi-view stereo image generated according to the method does not have serious distortion.
本發明提供一種多視角立體影像產生裝置,其採用上述之多視角立體影像產生方法。The present invention provides a multi-view stereoscopic image generating device that adopts the multi-view stereoscopic image generating method described above.
本發明提出一種多視角立體影像產生方法,其包括下列步驟:提供第一二維影像與對應於第一二維影像之第一深度圖,其中第一二維影像具有第一視角;依據第一二維影像與第一深度圖來產生第二二維影像,其中第二二維影像具有第二視角,且第二視角與第一視角為相鄰的視角;依據第二二維影像來產生對應之第二深度圖;以及依據第二二維影像與第二深度圖來產生第三二維影像,其中第三二維影像具有第三視角,且第三視角與第二視角為相鄰的視角。The present invention provides a multi-view stereoscopic image generating method, including the steps of: providing a first two-dimensional image and a first depth map corresponding to the first two-dimensional image, wherein the first two-dimensional image has a first viewing angle; The second two-dimensional image and the first depth map are used to generate a second two-dimensional image, wherein the second two-dimensional image has a second angle of view, and the second angle of view is adjacent to the first angle of view; generating a correspondence according to the second two-dimensional image a second depth map; and generating a third two-dimensional image according to the second two-dimensional image and the second depth image, wherein the third two-dimensional image has a third viewing angle, and the third viewing angle and the second viewing angle are adjacent viewing angles .
本發明另提出一種多視角立體影像產生裝置,其包括有:第一深度影像繪圖單元、第一深度圖產生單元以及第二深度影像繪圖單元。上述之第一深度影像繪圖單元用以接收第一二維影像與對應於第一二維影像之第一深度圖,並依據第一二維影像與第一深度圖來產生第二二維影像,其中第一二維影像具有第一視角,第二二維影像具有第二視角,且第二視角與第一視角為相鄰的視角。上述之第一深度圖產生單元用以接收第二二維影像,並據以產生對應之第二深度圖。而上述之第二深度影像繪圖單元用以接收上述之第二二維影像與第二深度圖,並依據第二二維影像與第二深度圖來產生第三二維影像,其中第三二維影像具有第三視角,且第三視角與第二視角為相鄰的視角。The present invention further provides a multi-view stereoscopic image generating device, including: a first depth image drawing unit, a first depth map generating unit, and a second depth image drawing unit. The first depth image drawing unit is configured to receive the first two-dimensional image and the first depth map corresponding to the first two-dimensional image, and generate the second two-dimensional image according to the first two-dimensional image and the first depth image, The first two-dimensional image has a first viewing angle, the second two-dimensional image has a second viewing angle, and the second viewing angle and the first viewing angle are adjacent viewing angles. The first depth map generating unit is configured to receive the second two-dimensional image, and accordingly generate a corresponding second depth map. The second depth image drawing unit is configured to receive the second two-dimensional image and the second depth image, and generate a third two-dimensional image according to the second two-dimensional image and the second depth image, wherein the third two-dimensional image The image has a third viewing angle, and the third viewing angle and the second viewing angle are adjacent viewing angles.
本發明解決前述問題的方式,乃是先依據一張二維影像與對應於此二維影像之一張深度圖來產生具有相鄰視角的二維影像,並依據產生出來的二維影像來產生對應的深度圖,然後再依據產生出來的二維影像及這些二維影像對應的深度圖來進一步產生具有相鄰視角的二維影像。由於每一新產生的二維影像係由具有相鄰視角的二維影像與其對應的深度圖來產生,因此每一新產生之二維影像的位移量都只有一倍的預設位移量,而不會有數倍(例如是二倍)的預設位移量發生。因此,依照本發明之方法而產生的多視角立體影像不會有嚴重的影像失真問題。The method for solving the foregoing problem is to first generate a two-dimensional image having an adjacent viewing angle according to a two-dimensional image and a depth map corresponding to the two-dimensional image, and generate a corresponding image according to the generated two-dimensional image. The depth map is then further generated according to the generated two-dimensional image and the depth map corresponding to the two-dimensional images to further generate a two-dimensional image with adjacent viewing angles. Since each newly generated two-dimensional image is generated by a two-dimensional image having an adjacent viewing angle and its corresponding depth map, each newly generated two-dimensional image has a displacement amount that is only twice the preset displacement amount, and There is no preset multiple amount of displacement (for example, twice). Therefore, the multi-view stereo image generated in accordance with the method of the present invention does not have a serious image distortion problem.
為讓本發明之上述和其他目的、特徵和優點能更明顯易懂,下文特舉較佳實施例,並配合所附圖式,作詳細說明如下。The above and other objects, features and advantages of the present invention will become more <RTIgt;
圖2為依照本發明一實施例之多視角立體影像產生裝置的示意圖。請參照圖2,此多視角立體影像產生裝置20包括有深度影像繪圖單元200、深度圖產生單元210、深度影像繪圖單元220、深度圖產生單元230以及深度影像繪圖單元240。深度影像繪圖單元200用以接收具有第一視角的二維影像view3與對應於此二維影像view3之深度圖DM3,並依據這二者來產生二維影像view2與view4。上述之二維影像view3、view2與view4各自具有一視角,且二維影像view2與view4這二者的視角皆與二維影像view3的視角為相鄰的視角,但二維影像view2與view4這二者的視角並非是相鄰的視角。2 is a schematic diagram of a multi-view stereoscopic image generating device according to an embodiment of the invention. Referring to FIG. 2 , the multi-view stereoscopic image generating device 20 includes a depth image drawing unit 200 , a depth map generating unit 210 , a depth image drawing unit 220 , a depth map generating unit 230 , and a depth image drawing unit 240 . The depth image drawing unit 200 is configured to receive a two-dimensional image view 3 having a first viewing angle and a depth map DM3 corresponding to the two-dimensional image view 3, and generate two-dimensional images view 2 and view 4 according to the two. The above two-dimensional images view3, view2 and view4 each have a viewing angle, and the viewing angles of the two-dimensional images view2 and view4 are adjacent to the viewing angle of the two-dimensional image view3, but the two-dimensional images view2 and view4 are two. The perspective of the person is not an adjacent perspective.
深度圖產生單元210用以接收具有第二視角的二維影像view2,並據以產生對應於二維影像view2之深度圖DM2。此外,深度圖產生單元210還會將二維影像view2與深度圖DM2傳送給深度影像繪圖單元220。深度影像繪圖單元220用以接收二維影像view2與深度圖DM2,並依據此二者來產生具有第三視角的二維影像view1。此二維影像view1亦具有一視角,且二維影像view1的視角與二維影像view2的視角亦為相鄰的視角。類似地,深度圖產生單元230用以接收具有第四視角的二維影像view4,並據以產生對應於二維影像view4之深度圖DM4。此外,深度圖產生單元230還會將二維影像view4與深度圖DM4傳送給深度影像繪圖單元240。深度影像繪圖單元240用以接收二維影像view4與深度圖DM4,並依據此二者來產生具有第五視角的二維影像view5。此二維影像view5亦具有一視角,且二維影像view5的視角與二維影像view4的視角亦為相鄰的視角。The depth map generating unit 210 is configured to receive the two-dimensional image view 2 having the second viewing angle, and accordingly generate a depth map DM2 corresponding to the two-dimensional image view 2 . In addition, the depth map generating unit 210 also transmits the two-dimensional image view 2 and the depth map DM2 to the depth image drawing unit 220. The depth image drawing unit 220 is configured to receive the two-dimensional image view 2 and the depth map DM2, and generate a two-dimensional image view 1 having a third viewing angle according to the two. The two-dimensional image view1 also has a viewing angle, and the viewing angle of the two-dimensional image view1 and the viewing angle of the two-dimensional image view2 are also adjacent viewing angles. Similarly, the depth map generating unit 230 is configured to receive the two-dimensional image view 4 having the fourth viewing angle, and accordingly generate a depth map DM4 corresponding to the two-dimensional image view 4. In addition, the depth map generation unit 230 also transmits the two-dimensional image view 4 and the depth map DM4 to the depth image drawing unit 240. The depth image drawing unit 240 is configured to receive the two-dimensional image view 4 and the depth map DM4, and generate a two-dimensional image view 5 having a fifth viewing angle according to the two. The two-dimensional image view 5 also has a viewing angle, and the viewing angle of the two-dimensional image view 5 and the viewing angle of the two-dimensional image view 4 are also adjacent viewing angles.
藉由上述說明可以知道,由於每一新產生的二維影像係由具有相鄰視角的二維影像與其對應的深度圖來產生,因此每一新產生之二維影像的位移量都只有一倍的預設位移量Δshift,而不會有數倍(例如是二倍)的預設位移量Δshift發生。因此,依照本發明之方法而產生的多視角立體影像不會有嚴重的影像失真問題。As can be seen from the above description, since each newly generated two-dimensional image is generated by a two-dimensional image having an adjacent viewing angle and its corresponding depth map, the displacement of each newly generated two-dimensional image is only doubled. The preset displacement amount Δshift does not occur several times (for example, twice) of the preset displacement amount Δshift. Therefore, the multi-view stereo image generated in accordance with the method of the present invention does not have a serious image distortion problem.
值得一提的是,在此例中,深度影像繪圖單元200、220與240皆是採用深度影像繪圖法(depth-image-based rendering,DIBR)來依據所接收到的二維影像與深度圖來產生具有相鄰視角的一張新的二維影像,然此並非用以限制本發明。此外,雖然上述例子係以產生5個具有不同視角的二維影像為例,然此亦非用以限制本發明。舉例來說,若僅需要3個具有不同視角的二維影像,則僅需採用深度影像繪圖單元200、深度圖產生單元210與深度影像繪圖單元220來依據二維影像view3衍生出二維影像view2與view1,或者是僅採用深度影像繪圖單元200、深度圖產生單元230與深度影像繪圖單元240來依據二維影像view3衍生出二維影像view4與view5即可。當然,若是需要6個具有不同視角的二維影像,甚至是更多個具有不同視角的二維影像,則可增設新的深度圖產生單元與深度影像繪圖單元來依據二維影像view1與view5至少其中之一來衍生出其他具有不同視角的二維影像。It is worth mentioning that, in this example, the depth image drawing units 200, 220, and 240 all use depth-image-based rendering (DIBR) according to the received two-dimensional image and depth map. A new two-dimensional image with adjacent viewing angles is produced, which is not intended to limit the invention. In addition, although the above example is exemplified by generating five two-dimensional images having different viewing angles, it is not intended to limit the present invention. For example, if only two two-dimensional images having different viewing angles are needed, only the depth image drawing unit 200, the depth image generating unit 210, and the depth image drawing unit 220 are used to derive the two-dimensional image view2 according to the two-dimensional image view3. For example, the depth image drawing unit 200, the depth map generating unit 230, and the depth image drawing unit 240 may be used to derive the two-dimensional image view4 and view5 from the two-dimensional image view3. Of course, if six 2D images with different viewing angles are needed, or even more 2D images with different viewing angles, a new depth map generating unit and a depth image drawing unit may be added to at least according to the 2D images view1 and view5. One of them is to derive other two-dimensional images with different perspectives.
藉由上述各實施之說明,本領域具有通常知識者當可歸納出上述多視角立體影像產生裝置的一些基本操作步驟,一如圖3所示。圖3為依照本發明一實施例之多視角立體影像產生方法的流程圖。請參照圖3,此多視角立體影像產生方法包括下列步驟:首先,提供第一二維影像與對應於第一二維影像之第一深度圖,其中第一二維影像具有第一視角(如步驟S31所示)。接著,依據上述第一二維影像與第一深度圖來產生第二二維影像,其中第二二維影像具有第二視角,且第二視角與第一視角為相鄰的視角(如步驟S32所示)。然後,依據上述第二二維影像來產生對應之第二深度圖(如步驟S33所示)。再來,依據上述第二二維影像與第二深度圖來產生第三二維影像,其中第三二維影像具有第三視角,且第三視角與第二視角為相鄰的視角(如步驟S34所示)。Through the description of the above implementations, those skilled in the art can summarize some basic operational steps of the above multi-view stereoscopic image generating device, as shown in FIG. 3 is a flow chart of a method for generating a multi-view stereoscopic image according to an embodiment of the invention. Referring to FIG. 3, the multi-view stereoscopic image generating method includes the following steps: first, providing a first two-dimensional image and a first depth map corresponding to the first two-dimensional image, wherein the first two-dimensional image has a first viewing angle (eg, Step S31). And generating, according to the first two-dimensional image and the first depth map, the second two-dimensional image, wherein the second two-dimensional image has a second viewing angle, and the second viewing angle and the first viewing angle are adjacent viewing angles (step S32) Shown). Then, a corresponding second depth map is generated according to the second two-dimensional image (as shown in step S33). And generating a third two-dimensional image according to the second two-dimensional image and the second depth image, wherein the third two-dimensional image has a third viewing angle, and the third viewing angle and the second viewing angle are adjacent viewing angles (such as steps S34)).
僅管在上述例子中,深度影像繪圖單元200係直接接收具有第一視角的二維影像view3與對應於此二維影像view3之深度圖DM3來實現,然本領域具有通常知識者當知在圖2的深度影像繪圖單元200之前,亦可配置一個深度圖產生單元,一如圖4所標示的深度圖產生單元410。在圖4中,標示與圖2之標示相同者表示為相同物件。而圖4所示的深度圖產生單元410,係可用以接收具有第一視角的二維影像view3,並據以產生對應於此二維影像view3之深度圖DM3。接著,此深度圖產生單元410就會將二維影像view3與深度圖DM3傳送給深度影像繪圖單元200。In the above example, the depth image drawing unit 200 directly receives the two-dimensional image view 3 having the first viewing angle and the depth image DM3 corresponding to the two-dimensional image view 3, but is known in the art as a general knowledge. Before the depth image drawing unit 200 of 2, a depth map generating unit, a depth map generating unit 410 as shown in FIG. 4, may also be disposed. In FIG. 4, the same reference numerals as those of FIG. 2 are denoted as the same object. The depth map generating unit 410 shown in FIG. 4 can be used to receive the two-dimensional image view 3 having the first viewing angle, and accordingly generate a depth map DM3 corresponding to the two-dimensional image view3. Then, the depth map generating unit 410 transmits the two-dimensional image view 3 and the depth map DM3 to the depth image drawing unit 200.
當然,本領域具有通常知識者亦當知在圖2的深度影像繪圖單元200之前,亦可透過一個深度圖產生單元來接收二個具有不同視角的二維影像(可視為接收一立體影像),一如圖5所標示的深度圖產生單元510。在圖5中,標示與圖2之標示相同者表示為相同物件。而圖5所示的多視角立體影像產生裝置與圖2所示的多視角立體影像產生裝置20的不同之處,在於深度圖產生單元510係用以接收具有第一視角的二維影像view3-1與具有第二視角的二維影像view3-2,並據以產生對應於二維影像view3-1之深度圖DM3-1,或者是據以產生對應於二維影像view3-2之深度圖DM3-2。接著,此深度圖產生單元510就會將二維影像view3-1與深度圖DM3-1,或者是將二維影像view3-2與深度圖DM3-2傳送給深度影像繪圖單元200。Of course, those skilled in the art also know that before the depth image drawing unit 200 of FIG. 2, two depth images generating units can also receive two two-dimensional images with different viewing angles (which can be regarded as receiving a stereo image). A depth map generation unit 510 as shown in FIG. In FIG. 5, the same reference numerals as those of FIG. 2 are denoted as the same object. The multi-view stereoscopic image generating device shown in FIG. 5 is different from the multi-view stereoscopic image generating device 20 shown in FIG. 2 in that the depth map generating unit 510 is configured to receive a two-dimensional image view3- having a first viewing angle. 1 and a 2D image view 3-2 having a second viewing angle, and accordingly generating a depth map DM3-1 corresponding to the 2D image view 3-1, or generating a depth map DM3 corresponding to the 2D image view 3-2 -2. Then, the depth map generating unit 510 transmits the two-dimensional image view 3-1 and the depth map DM3-1, or transmits the two-dimensional image view 3-2 and the depth map DM3-2 to the depth image drawing unit 200.
綜上所述,本發明解決前述問題的方式,乃是先依據一張二維影像與對應於此二維影像之一張深度圖來產生具有相鄰視角的二維影像,並依據產生出來的二維影像來產生對應的深度圖,然後再依據產生出來的二維影像及這些二維影像對應的深度圖來進一步產生具有相鄰視角的二維影像。由於每一新產生的二維影像係由具有相鄰視角的二維影像與其對應的深度圖來產生,因此每一新產生之二維影像的位移量都只有一倍的預設位移量,而不會有數倍(例如是二倍)的預設位移量發生。因此,依照本發明之方法而產生的多視角立體影像不會有嚴重的影像失真問題。In summary, the present invention solves the foregoing problems by first generating a two-dimensional image having an adjacent viewing angle according to a two-dimensional image and a depth map corresponding to the two-dimensional image, and based on the generated two-dimensional image. The image is used to generate a corresponding depth map, and then the two-dimensional image with the adjacent viewing angle is further generated according to the generated two-dimensional image and the depth map corresponding to the two-dimensional image. Since each newly generated two-dimensional image is generated by a two-dimensional image having an adjacent viewing angle and its corresponding depth map, each newly generated two-dimensional image has a displacement amount that is only twice the preset displacement amount, and There is no preset multiple amount of displacement (for example, twice). Therefore, the multi-view stereo image generated in accordance with the method of the present invention does not have a serious image distortion problem.
雖然本發明已以較佳實施例揭露如上,然其並非用以限定本發明,任何熟習此技藝者,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,因此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。While the present invention has been described in its preferred embodiments, the present invention is not intended to limit the invention, and the present invention may be modified and modified without departing from the spirit and scope of the invention. The scope of protection is subject to the definition of the scope of the patent application.
20...多視角立體影像產生裝置20. . . Multi-view stereo image generating device
100、200、220、240...深度影像繪圖單元100, 200, 220, 240. . . Depth image drawing unit
210、230、410、510...深度圖產生單元210, 230, 410, 510. . . Depth map generation unit
view1、view2、view3、view4、view5、view3-1、view3-2...二維影像View1, view2, view3, view4, view5, view3-1, view3-2. . . Two-dimensional image
DM2、DM3、DM4、DM3-1、DM3-2...深度圖DM2, DM3, DM4, DM3-1, DM3-2. . . Depth map
Δshift...預設位移量Δshift. . . Preset displacement
S31、S32、S33、S34...步驟S31, S32, S33, S34. . . step
圖1所示即為習知多視角立體影像產生技術的示意圖。FIG. 1 is a schematic diagram of a conventional multi-view stereo image generation technique.
圖2為依照本發明一實施例之多視角立體影像產生裝置的示意圖。2 is a schematic diagram of a multi-view stereoscopic image generating device according to an embodiment of the invention.
圖3為依照本發明一實施例之視角立體影像產生方法的流程圖。3 is a flow chart of a method for generating a stereoscopic image of a view according to an embodiment of the invention.
圖4為依照本發明另一實施例之多視角立體影像產生裝置的示意圖。4 is a schematic diagram of a multi-view stereoscopic image generating device according to another embodiment of the present invention.
圖5為依照本發明另一實施例之多視角立體影像產生裝置的示意圖。FIG. 5 is a schematic diagram of a multi-view stereoscopic image generating apparatus according to another embodiment of the present invention.
S31、S32、S33、S34...步驟S31, S32, S33, S34. . . step
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