TWI811043B - Image processing system and image object superimposition apparatus and method thereof - Google Patents

Image processing system and image object superimposition apparatus and method thereof Download PDF

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TWI811043B
TWI811043B TW111128435A TW111128435A TWI811043B TW I811043 B TWI811043 B TW I811043B TW 111128435 A TW111128435 A TW 111128435A TW 111128435 A TW111128435 A TW 111128435A TW I811043 B TWI811043 B TW I811043B
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image
overlay
frames
original image
objects
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TW202405745A (en
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王朝
蒲盟
孫明勇
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大陸商星宸科技股份有限公司
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Abstract

An image object superimposition apparatus that includes an object identification circuit, a graphic drawing circuit, a graphic processing circuit and a superimposition circuit is provided. The object identification circuit identifies objects included in an original image to generate object identification information. The graphic drawing circuit draws object frames, to be stored in a memory, according to the object identification information. The object frames correspond to the objects and have a total memory usage smaller than a data size of the original image. The graphic processing circuit includes graphic processing unit circuits that process the object frames to generate processed object frames. The superimposition circuit superimposes the processed object frames on the original image to output a synthesized image.

Description

影像處理系統及其影像物件疊加裝置及方法Image processing system and its image object overlay device and method

本發明是關於影像物件疊加技術,尤其是關於一種影像處理系統及其影像物件疊加裝置及方法。The present invention relates to image object overlay technology, in particular to an image processing system and its image object overlay device and method.

在現代人類的生活中,影像擷取裝置被大量地使用。舉例而言,可拍攝影片的手機或是長時間進行影像錄製的監控系統均會採用影像擷取裝置。其中,物件辨識是影像擷取裝置所衍生的重要技術,並可用以對特定的物件例如人臉、車牌等進行辨識。In modern human life, image capture devices are widely used. For example, mobile phones that can shoot videos or surveillance systems that record images for a long time will use image capture devices. Among them, object recognition is an important technology derived from image capture devices, and can be used to recognize specific objects such as human faces and license plates.

以往在物件辨識後,影像處理的裝置往往會對所有的物件設置一個大的圖框來涵蓋所有的物件,以標示具有物件的範圍並進行儲存。然而這樣的處理方式在物件分散時,將使過多沒有物件的影像範圍也被儲存,造成記憶體的浪費。並且,單一圖框的形式並無法針對個別物件進行不同的設定,在顯示上的運用彈性不足。In the past, after object recognition, image processing devices usually set a large frame to cover all objects, so as to mark and store the range with objects. However, when objects are dispersed in such a processing method, too many image ranges without objects will be stored, resulting in a waste of memory. Moreover, the form of a single frame cannot be set differently for individual objects, and the flexibility of display is insufficient.

鑑於先前技術的問題,本發明之一目的在於提供一種影像處理系統及其影像物件疊加裝置及方法,以改善先前技術。In view of the problems in the prior art, an object of the present invention is to provide an image processing system and an image object overlay device and method therefor, so as to improve the prior art.

本發明包含一種影像物件疊加裝置,包含:物件辨識電路、圖形繪製電路、圖形處理電路以及疊加電路。物件辨識電路配置以對原始影像包含的複數物件進行辨識以產生物件辨識資訊。圖形繪製電路配置以根據物件辨識資訊繪製複數物件圖框以儲存至記憶體,其中物件圖框分別對應物件,且物件圖框使用記憶體的空間總和小於原始影像的資料大小。圖形處理電路包含複數圖形處理單元電路,圖形處理單元電路對物件圖框進行處理以產生複數處理後物件圖框。疊加電路配置以將處理後物件圖框疊加於原始影像上,進而輸出合成影像。The invention includes an image object overlay device, which includes: an object identification circuit, a graphics drawing circuit, a graphics processing circuit and a superposition circuit. The object identification circuit is configured to identify multiple objects included in the original image to generate object identification information. The graphics drawing circuit is configured to draw a plurality of object frames according to the object identification information and store them in the memory, wherein the object frames respectively correspond to the objects, and the total memory space used by the object frames is smaller than the data size of the original image. The graphics processing circuit includes a plurality of graphics processing unit circuits, and the graphics processing unit circuits process object frames to generate a plurality of processed object frames. The overlay circuit is configured to overlay the processed object frame on the original image, and then output a composite image.

本發明另包含一種影像物件疊加方法,應用於影像物件疊加裝置中,包含:由物件辨識電路對原始影像包含的複數物件進行辨識以產生物件辨識資訊;由圖形繪製電路根據物件辨識資訊繪製複數物件圖框以儲存至記憶體,其中物件圖框分別對應物件,且物件圖框使用記憶體的空間總和小於原始影像的資料大小;由圖形處理電路包含的複數圖形處理單元電路對物件圖框進行處理以產生複數處理後物件圖框;以及由疊加電路將處理後物件圖框疊加於原始影像上,進而輸出合成影像。The present invention also includes a method for overlaying image objects, which is applied to an image object overlay device, comprising: an object identification circuit identifies a plurality of objects included in the original image to generate object identification information; a graphics drawing circuit draws the plurality of objects according to the object identification information The frame is stored in the memory, wherein the object frame corresponds to the object respectively, and the total space of the memory used by the object frame is smaller than the data size of the original image; the plurality of graphics processing unit circuits included in the graphics processing circuit process the object frame to generate a plurality of processed object frames; and the superimposed circuit superimposes the processed object frames on the original image, and then outputs a synthetic image.

本發明更包含一種影像處理系統,包含:影像擷取裝置、記憶體、影像物件疊加裝置以及顯示裝置。影像擷取裝置配置以進行影像擷取,產生原始影像。影像物件疊加裝置包含:物件辨識電路、圖形繪製電路、圖形處理電路以及疊加電路。物件辨識電路配置以接收原始影像,並對原始影像包含的複數物件進行辨識以產生物件辨識資訊。圖形繪製電路配置以根據物件辨識資訊繪製複數物件圖框以儲存至記憶體,其中物件圖框分別對應物件,且物件圖框使用記憶體的空間總和小於原始影像的資料大小。圖形處理電路包含複數圖形處理單元電路,圖形處理單元電路對物件圖框進行處理以產生複數處理後物件圖框。疊加電路配置以將處理後物件圖框疊加於原始影像上,進而輸出合成影像。顯示裝置配置以接收並顯示合成影像。The present invention further includes an image processing system, including: an image capture device, a memory, an image object overlay device and a display device. The image capture device is configured to capture images to generate original images. The image object overlay device includes: an object identification circuit, a graphics drawing circuit, a graphics processing circuit and a superposition circuit. The object identification circuit is configured to receive the original image, and identify multiple objects included in the original image to generate object identification information. The graphics drawing circuit is configured to draw a plurality of object frames according to the object identification information and store them in the memory, wherein the object frames respectively correspond to the objects, and the total memory space used by the object frames is smaller than the data size of the original image. The graphics processing circuit includes a plurality of graphics processing unit circuits, and the graphics processing unit circuits process object frames to generate a plurality of processed object frames. The overlay circuit is configured to overlay the processed object frame on the original image, and then output a composite image. The display device is configured to receive and display the composite image.

有關本案的特徵、實作與功效,茲配合圖式作較佳實施例詳細說明如下。About the feature, implementation and effect of this case, hereby cooperate with drawing as preferred embodiment and describe in detail as follows.

本發明之一目的在於提供一種影像處理系統及其影像物件疊加裝置及方法,針對個別物件進行辨識並繪製物件圖框,不僅大幅降低記憶體的使用量,更可依需求而對物件圖框進行不同的處理,達到具有彈性的顯示效果。An object of the present invention is to provide an image processing system and its image object overlay device and method, which can identify individual objects and draw object frames, which not only greatly reduces the amount of memory used, but also allows object frames to be processed according to requirements. Different processing to achieve flexible display effect.

請參照圖1。圖1顯示本發明一實施例中,一種影像處理系統100的方塊圖。影像處理系統100包含:影像擷取裝置110、記憶體120、影像物件疊加裝置130以及顯示裝置140。Please refer to Figure 1. FIG. 1 shows a block diagram of an image processing system 100 in an embodiment of the present invention. The image processing system 100 includes: an image capture device 110 , a memory 120 , an image object overlay device 130 and a display device 140 .

影像擷取裝置110可包含一種或多種感光元件,並配置以進行影像擷取,產生原始影像OI。The image capture device 110 may include one or more photosensitive elements, and is configured to perform image capture to generate an original image OI.

影像物件疊加裝置130配置以接收原始影像OI進行物件辨識,據以繪製相應的物件圖框並疊加於原始影像OI上,產生合成影像SI。於一實施例中,除物件疊加外,影像物件疊加裝置130亦可選擇性進行例如,但不限於自動對焦、自動曝光、自動白平衡、高動態範圍成像(high dynamic range imaging;HDRI)、降噪或其組合的處理來產生合成影像SI。The image object superimposing device 130 is configured to receive the original image OI for object recognition, draw a corresponding object frame and superimpose it on the original image OI to generate a synthetic image SI. In one embodiment, in addition to object superimposition, the image object superimposition device 130 can also selectively perform, for example, but not limited to, auto-focus, auto-exposure, auto-white balance, high dynamic range imaging (high dynamic range imaging; HDRI), image reduction noise or a combination thereof to generate a synthetic image SI.

顯示裝置140配置以接收並顯示合成影像SI。The display device 140 is configured to receive and display the synthesized image SI.

在不同的應用中,影像處理系統100可為影像監控系統、影像擷取系統或其他可擷取影像進行處理與顯示的電子系統。其中,原始影像OI可為一個原始影像串流中的一張影像,合成影像SI亦可為一個合成影像串流中的一張影像。藉由影像物件疊加裝置130的處理,合成影像SI可在不影響原始影像OI的情形下,包含對應於不同物件的物件圖框,以便於後續的資料處理。In different applications, the image processing system 100 can be an image monitoring system, an image capture system or other electronic systems capable of capturing images for processing and displaying. Wherein, the original image OI can be an image in an original image stream, and the synthetic image SI can also be an image in a synthetic image stream. Through the processing of the image object superimposing device 130, the synthetic image SI can include object frames corresponding to different objects without affecting the original image OI, so as to facilitate subsequent data processing.

以下將針對影像物件疊加裝置130的結構與運作方式進行更詳細的說明。The structure and operation of the image object superimposing device 130 will be described in more detail below.

請同時參照圖2以及圖3。圖2顯示本發明一實施例中,記憶體120以及影像物件疊加裝置130的方塊圖。圖3顯示本發明一實施例中,原始影像OI的示意圖。Please refer to Figure 2 and Figure 3 at the same time. FIG. 2 shows a block diagram of the memory 120 and the image object overlay device 130 in an embodiment of the present invention. FIG. 3 shows a schematic diagram of an original image OI in an embodiment of the present invention.

如圖2所示,影像物件疊加裝置130包含:處理器200、物件辨識電路210、圖形繪製電路220、圖形處理電路230、疊加電路240以及記憶體介面電路250。As shown in FIG. 2 , the image object superimposing device 130 includes: a processor 200 , an object identification circuit 210 , a graphic drawing circuit 220 , a graphic processing circuit 230 , a superimposing circuit 240 and a memory interface circuit 250 .

處理器200配置以運作資源配置軟體RGN,以對各電路進行設定與控制。The processor 200 is configured to run the resource allocation software RGN to set and control each circuit.

物件辨識電路210配置以接收原始影像OI,並對原始影像OI包含的複數物件進行辨識以產生物件辨識資訊ODI。The object identification circuit 210 is configured to receive the original image OI, and identify a plurality of objects included in the original image OI to generate object identification information ODI.

如圖3所示,原始影像OI中包含六個物件OB1~OB6。在圖3中,物件OB1~OB6是以人臉為範例,然而在其他實施例中亦可為例如但不限於車牌或其他可依實際需求處理要進行辨識的物體。As shown in FIG. 3 , the original image OI includes six objects OB1 - OB6 . In FIG. 3 , the objects OB1 - OB6 are human faces as an example, but in other embodiments, they can also be, for example but not limited to, license plates or other objects that can be processed and recognized according to actual needs.

於一實施例中,物件辨識資訊ODI可為包含但不限於各物件OB1~OB6在原始影像OI中的遠近資訊。於一實施例中,當物件均為同一屬性的物件(例如均為人臉)時,遠近資訊可由物件的尺寸大小決定。舉例而言,當物件的尺寸愈大,可判斷為具有相對較近位置。而當物件的尺寸愈小,可判斷為具有相對較遠位置。In one embodiment, the object identification information ODI may include but not limited to distance information of each object OB1 - OB6 in the original image OI. In one embodiment, when the objects are all of the same attribute (for example, both are human faces), the distance information can be determined by the size of the objects. For example, when the size of the object is larger, it can be determined that it has a relatively closer position. And when the size of the object is smaller, it can be judged to have a relatively far position.

須注意的是,上述資訊的定義以及獲取方式僅為一範例。本發明並不限於此。It should be noted that the definition and acquisition method of the above information is just an example. The present invention is not limited thereto.

記憶體120配置以儲存資料,並可由處理器200、物件辨識電路210、圖形繪製電路220、圖形處理電路230以及疊加電路240進行存取。於一實施例中,記憶體120為例如,但不限於動態隨機存取記憶體(dynamic random access memory;DRAM),且此些電路可藉由記憶體介面電路250對記憶體120進行存取。The memory 120 is configured to store data, and can be accessed by the processor 200 , the object recognition circuit 210 , the graphics rendering circuit 220 , the graphics processing circuit 230 and the superimposition circuit 240 . In one embodiment, the memory 120 is, for example, but not limited to dynamic random access memory (DRAM), and these circuits can access the memory 120 through the memory interface circuit 250 .

記憶體120包含原始影像儲存區塊IB以及複數物件儲存區塊BB1~BB6。原始影像儲存區塊IB配置以儲存原始影像OI。於一實施例中,物件辨識電路210可在接收到原始影像OI後,將原始影像OI儲存於原始影像儲存區塊IB中。The memory 120 includes an original image storage block IB and a plurality of object storage blocks BB1-BB6. The original image storage block IB is configured to store the original image OI. In one embodiment, after receiving the original image OI, the object recognition circuit 210 may store the original image OI in the original image storage block IB.

圖形繪製電路220接收物件辨識資訊ODI並據以運作。於一實施例中,物件辨識資訊ODI可選擇性的由處理器200運作的資源配置軟體RGN傳送至圖形繪製電路220,或是直接由物件辨識電路210傳送至圖形繪製電路220。The graphics rendering circuit 220 receives the object identification information ODI and operates accordingly. In one embodiment, the object identification information ODI can be selectively transmitted to the graphics rendering circuit 220 by the resource allocation software RGN operated by the processor 200 , or directly transmitted from the object identification circuit 210 to the graphics rendering circuit 220 .

圖形繪製電路220配置以根據物件辨識資訊ODI繪製複數物件圖框OF1~OF6以儲存至記憶體120之物件儲存區塊BB1~BB6中。The graphic drawing circuit 220 is configured to draw a plurality of object frames OF1-OF6 according to the object identification information ODI and store them in the object storage blocks BB1-BB6 of the memory 120.

請同時參照圖4。圖4顯示本發明一實施例中,物件圖框OF1~OF6的示意圖。Please also refer to Figure 4. FIG. 4 shows a schematic diagram of object frames OF1-OF6 in an embodiment of the present invention.

如圖4所示,物件圖框OF1~OF6分別對應圖3中的物件OB1~OB6,且物件圖框OF1~OF6以實線繪製的邊框分別對應於圖3中以虛線表示的物件範圍。於一實施例中,圖形繪製電路220為具有繪圖引擎的電路,並配置以根據物件辨識資訊ODI繪出物件圖框OF1~OF6。As shown in FIG. 4 , the object frames OF1-OF6 respectively correspond to the objects OB1-OB6 in FIG. 3 , and the borders drawn by solid lines in the object frames OF1-OF6 respectively correspond to the ranges of objects indicated by dotted lines in FIG. 3 . In one embodiment, the graphic drawing circuit 220 is a circuit with a drawing engine, and is configured to draw object frames OF1˜OF6 according to the object identification information ODI.

於一實施例中,物件圖框OF1~OF6與物件儲存區塊BB1~BB6的對應關係可由資源配置軟體RGN根據物件辨識資訊ODI設定。更詳細的說,資源配置軟體RGN在接收物件辨識資訊ODI後,可得知物件OB1~OB6的數目、座標以及尺寸大小。In one embodiment, the corresponding relationship between the object frames OF1-OF6 and the object storage blocks BB1-BB6 can be set by the resource configuration software RGN according to the object identification information ODI. More specifically, after receiving the object identification information ODI, the resource allocation software RGN can know the number, coordinates and sizes of the objects OB1-OB6.

資源配置軟體RGN將進而向記憶體120要求相應的物件儲存區塊BB1~BB6,其中此些物件儲存區塊BB1~BB6具有可將物件圖框OF1~OF6進行儲存的數目與尺寸大小。資源配置軟體RGN可記錄物件儲存區塊BB1~BB6的尺寸大小以及位址。其中,物件圖框OF1~OF6使用記憶體120的空間總和小於原始影像OI的資料大小。The resource allocation software RGN will then request the corresponding object storage blocks BB1-BB6 from the memory 120, wherein these object storage blocks BB1-BB6 have the number and size that can store the object frames OF1-OF6. The resource configuration software RGN can record the size and address of the object storage blocks BB1~BB6. Wherein, the total space of the memory 120 used by the object frames OF1-OF6 is smaller than the data size of the original image OI.

圖形處理電路230包含複數圖形處理單元電路PD1~PD6,分別對物件圖框OF1~OF6進行處理以產生複數處理後物件圖框OA1~OA6。The graphics processing circuit 230 includes a plurality of graphics processing unit circuits PD1-PD6, respectively processing the object frames OF1-OF6 to generate a plurality of processed object frames OA1-OA6.

請同時參照圖5。圖5顯示本發明一實施例中,圖形處理電路230的方塊圖。圖形處理電路230包含複數圖形處理單元電路PD1~PD6。Please also refer to Figure 5. FIG. 5 shows a block diagram of the graphics processing circuit 230 in an embodiment of the present invention. The graphics processing circuit 230 includes a plurality of graphics processing unit circuits PD1 - PD6 .

資源配置軟體RGN在接收物件辨識資訊ODI後,可據以判斷各物件圖框OF1~OF6所需要進行的處理,並將物件圖框OF1~OF6對應的物件儲存區塊BB1~BB6的尺寸大小及位址告知圖形處理單元電路PD1~PD6,以使圖形處理單元電路PD1~PD6據以讀取物件圖框OF1~OF6進行處理。After receiving the object identification information ODI, the resource allocation software RGN can judge the processing required for each object frame OF1~OF6, and store the size and size of the object storage blocks BB1~BB6 corresponding to the object frame OF1~OF6. The address is notified to the graphics processing unit circuits PD1-PD6, so that the graphics processing unit circuits PD1-PD6 read the object frames OF1-OF6 for processing.

圖形處理電路230對物件圖框OF1~OF6進行的處理包含例如但不限於圖框的放大與縮小、圖形格式的轉換或其組合。The processing performed by the graphics processing circuit 230 on the object frames OF1-OF6 includes, for example but not limited to, enlargement and reduction of the frames, conversion of graphic formats, or a combination thereof.

於一實施例中,圖形處理電路230可依據包含縮放參數的圖形處理參數GS1~GS6處理物件圖框OF1~OF6。資源配置軟體RGN可藉由將圖形處理參數GS1~GS6以及物件儲存區塊BB1~BB6的位址等資訊寫入圖形處理單元電路PD1~PD6對應的暫存器(未繪示),以使圖形處理單元電路PD1~PD6讀取後據以運作。In one embodiment, the graphics processing circuit 230 can process the object frames OF1 - OF6 according to the graphics processing parameters GS1 - GS6 including scaling parameters. The resource configuration software RGN can write the graphics processing parameters GS1~GS6 and the addresses of the object storage blocks BB1~BB6 into the registers (not shown) corresponding to the graphics processing unit circuits PD1~PD6, so that the graphics The processing unit circuits PD1-PD6 read and operate accordingly.

於一實施例中,圖形處理單元電路PD1~PD6對物件圖框OF1~ OF6進行格式轉換以具有和原始影像OI相同之影像格式。舉例而言,原始影像OI之影像格式可為例如,但不限於ARGB8888或AYUV8888。圖形處理單元電路PD1~PD6可將物件圖框OF1~OF6的格式轉換以設置為上述兩種格式其中之一,以與原始影像OI之影像格式對應。In one embodiment, the graphics processing unit circuits PD1-PD6 perform format conversion on the object frames OF1-OF6 to have the same image format as the original image OI. For example, the image format of the original image OI may be, for example, but not limited to ARGB8888 or AYUV8888. The graphics processing unit circuits PD1~PD6 can convert the format of the object frames OF1~OF6 to be set to one of the above two formats, corresponding to the image format of the original image OI.

實作上,上述的圖形處理單元電路PD1~PD6可藉由例如,但不限於特定應用積體電路(application specific integrated circuit;ASIC)實現。In practice, the graphics processing unit circuits PD1 - PD6 mentioned above can be implemented by, for example, but not limited to, application specific integrated circuits (ASIC).

疊加電路240配置以將處理後物件圖框OA1~OA6疊加於原始影像OI上,進而輸出合成影像SI。於一實施例中,資源配置軟體RGN可根據物件辨識資訊ODI配置一組疊加參數SP1~SP6,進而使疊加電路240根據疊加參數SP1~SP6進行疊加。資源配置軟體RGN可藉由將疊加參數SP1~SP6的資訊寫入疊加電路240對應的暫存器(未繪示),以使疊加電路240讀取後據以運作。The superimposing circuit 240 is configured to superimpose the processed object frames OA1 - OA6 on the original image OI, and then output the synthesized image SI. In one embodiment, the resource configuration software RGN can configure a set of superposition parameters SP1-SP6 according to the object identification information ODI, and then make the superposition circuit 240 perform superposition according to the superposition parameters SP1-SP6. The resource allocation software RGN can write the information of the superimposition parameters SP1-SP6 into the corresponding registers (not shown) of the superposition circuit 240, so that the superposition circuit 240 can operate accordingly after being read.

於一實施例中,疊加參數SP1~SP6包含圖形順序層級。 舉例而言,資源配置軟體RGN可根據物件辨識資訊ODI之遠近資訊設置圖形順序層級。當其中之一物件(例如物件OB1)在相對較近位置時,所對應的其中之一處理後物件圖框(例如處理後物件圖框OA1)具有較高的圖形順序層級。當其中之一物件(例如物件OB3)在相對較遠位置時,所對應的其中之一處理後物件圖框(例如處理後物件圖框OA3)具有較低的圖形順序層級。於一實施例中,原始影像OI被設置以具有最低的圖形順序層級。In one embodiment, the overlay parameters SP1 - SP6 include graphic order levels. For example, the resource configuration software RGN can set the graphics sequence level according to the distance information of the object identification information ODI. When one of the objects (such as the object OB1 ) is at a relatively close position, the corresponding one of the processed object frames (such as the processed object frame OA1 ) has a higher graphic sequence level. When one of the objects (such as the object OB3 ) is at a relatively far position, the corresponding one of the processed object frames (such as the processed object frame OA3 ) has a lower graphic sequence level. In one embodiment, the original image OI is set to have the lowest graphic order level.

於另一實施例中,疊加參數SP1~SP6包含透明度,且透明度可相應圖形順序層級設置。當其中之一物件在相對較近位置時,所對應的其中之一處理後物件圖框不僅具有較高的圖形順序層級,亦具有較低的透明度。當其中之一物件在相對較遠位置時,所對應的其中之一處理後物件圖框不僅具有較低的圖形順序層級,亦具有較高的透明度。In another embodiment, the superposition parameters SP1-SP6 include transparency, and the transparency can be set corresponding to the sequence level of the graphics. When one of the objects is at a relatively close position, the corresponding frame of one of the processed objects not only has a higher graphic sequence level, but also has a lower transparency. When one of the objects is at a relatively far position, the corresponding frame of one of the processed objects not only has a lower graphic sequence level, but also has a higher transparency.

於一實施例中,疊加電路240可藉由逐像素的方式來進行疊加。藉由資源配置軟體RGN設定的疊加位置,疊加電路240可對原始影像OI中的各目標像素判斷其是否對應到任一處理後物件圖框OA1~OA6的位置。若目標像素對應到任一處理後物件圖框OA1~OA6的範圍,疊加電路240將接收對應的處理後物件圖框OA1~OA6的像素資料,並與原始影像OI的目標像素疊加。若目標像素沒有對應到任一處理後物件圖框OA1~OA6的範圍,疊加電路240將直接輸出原始影像OI的目標像素。In one embodiment, the overlay circuit 240 can perform overlay on a pixel-by-pixel basis. With the superposition position set by the resource configuration software RGN, the superimposition circuit 240 can determine whether each target pixel in the original image OI corresponds to any position of the processed object frame OA1-OA6. If the target pixel corresponds to any range of the processed object frame OA1-OA6, the overlay circuit 240 will receive the pixel data of the corresponding processed object frame OA1-OA6, and superimpose it with the target pixel of the original image OI. If the target pixel does not correspond to any range of the processed object frame OA1 - OA6 , the overlay circuit 240 will directly output the target pixel of the original image OI.

於一實施例中,當目標像素對應到多個處理後物件圖框OA1~OA6的範圍時,疊加電路240可根據圖形順序層級來輸出其中一個處理後物件圖框OA1~OA6的像素資料(例如具有最高圖形順序層級者),並與原始影像OI的目標像素疊加。In one embodiment, when the target pixel corresponds to the range of multiple processed object frames OA1-OA6, the overlay circuit 240 can output the pixel data of one of the processed object frames OA1-OA6 according to the sequence level of the graphics (for example The one with the highest graphics order level), and superimposed with the target pixel of the original image OI.

請參照圖6。圖6顯示本發明另一實施例中,圖形處理電路230以及疊加電路240的方塊圖。類似圖5的圖形處理電路230,圖6的圖形處理電路230包含複數圖形處理單元電路PD1~PD6。然而於本實施例中,疊加電路240更包含複數疊加子電路SC1~SC6。Please refer to Figure 6. FIG. 6 shows a block diagram of a graphic processing circuit 230 and an overlay circuit 240 in another embodiment of the present invention. Similar to the graphics processing circuit 230 in FIG. 5 , the graphics processing circuit 230 in FIG. 6 includes a plurality of graphics processing unit circuits PD1 - PD6 . However, in this embodiment, the superposition circuit 240 further includes complex superposition sub-circuits SC1 - SC6 .

疊加子電路SC1~SC6分別對應於圖形處理單元電路PD1~PD6其中之一,並自第一個疊加子電路SC1~SC6起依序分別根據疊加參數SP1~SP6將處理後物件圖框OA1~OA6其中之一疊加於原始影像OI上,並由最後一個疊加子電路SC6輸出合成影像SI。The superposition sub-circuits SC1~SC6 respectively correspond to one of the graphics processing unit circuits PD1~PD6, and sequentially convert the processed object frame OA1~OA6 according to the superposition parameters SP1~SP6 from the first superimposition subcircuit SC1~SC6. One of them is superimposed on the original image OI, and the final superimposition sub-circuit SC6 outputs the synthesized image SI.

於一實施例中,疊加子電路SC1~SC6可被設置以根據圖形順序層級的順序來將各物件圖框OA1~OA6進行疊加,而不必須如圖6所示的順序進行疊加。In an embodiment, the superimposing sub-circuits SC1 - SC6 can be configured to superimpose the respective object frames OA1 - OA6 according to the order of the graphic sequence level, instead of the order shown in FIG. 6 .

在部分技術中,儘管原始影像中的物件可被分別辨識,卻必須繪製單一且涵蓋所有物件的大圖框。當物件在原始影像中分布較為分散時,將使圖框包含過多非物件的影像內容,而造成記憶體使用上的浪費。並且,單一圖框的形式並無法針對個別物件進行不同的設定,在顯示上的運用彈性不足。In some techniques, although the objects in the original image can be identified separately, it is necessary to draw a single large frame covering all objects. When objects are scattered in the original image, the frame will contain too much non-object image content, resulting in waste of memory usage. Moreover, the form of a single frame cannot be set differently for individual objects, and the flexibility of display is insufficient.

本發明的影像物件疊加裝置可針對個別物件進行辨識並繪製物件圖框,不僅大幅降低記憶體的使用量,更可依需求而對物件圖框進行不同的設定,達到具有彈性的顯示效果。The image object superimposing device of the present invention can identify individual objects and draw object frames, which not only greatly reduces the usage of memory, but also allows different settings for object frames according to requirements to achieve flexible display effects.

須注意的是,在上述實施例中,物件、物件圖框以及處理後物件圖框的數目僅為一範例。實作上,物件、物件圖框以及處理後物件圖框的數目隨接收到的原始影像不同而有所不同。本發明並不限於此。It should be noted that, in the above embodiments, the numbers of objects, object frames and processed object frames are just an example. In practice, the numbers of objects, object frames and processed object frames vary with the received original images. The present invention is not limited thereto.

並且,在上述實施例中,物件辨識資訊、圖形設定參數以及疊加參數所包含的內容僅為一範例。實作上,物件辨識資訊、圖形設定參數以及疊加參數所包含的內容可依實際需求而有所不同。本發明並不限於此。Moreover, in the above-mentioned embodiments, the content contained in the object identification information, graphic setting parameters, and superposition parameters is just an example. In practice, the content contained in the object identification information, graphics setting parameters and overlay parameters may vary according to actual needs. The present invention is not limited thereto.

請參照圖7。圖7顯示本發明一實施例中,一種影像物件疊加方法700的流程圖。Please refer to Figure 7. FIG. 7 shows a flow chart of a method 700 for overlaying image objects in an embodiment of the present invention.

除前述裝置外,本發明另揭露一種影像物件疊加方法700,應用於例如,但不限於圖2的影像物件疊加裝置130中。影像物件疊加方法700之一實施例如圖7所示,包含下列步驟。In addition to the aforementioned devices, the present invention further discloses a method 700 for superimposing image objects, which is applied to, for example, but not limited to, the device 130 for superimposing image objects in FIG. 2 . An embodiment of the method 700 for overlaying image objects is shown in FIG. 7 , which includes the following steps.

於步驟S710:由物件辨識電路210對原始影像OI包含的複數物件OB1~OB6進行辨識以產生物件辨識資訊ODI。In step S710 : the object identification circuit 210 identifies the plurality of objects OB1 - OB6 included in the original image OI to generate object identification information ODI.

於步驟S720:由圖形繪製電路220根據物件辨識資訊ODI繪製複數物件圖框OF1~OF6以儲存至記憶體120,其中物件圖框OF1~OF6分別對應物件OB1~OB6,且物件圖框OF1~OF6使用記憶體120的空間總和小於原始影像OI的資料大小。In step S720: the graphics drawing circuit 220 draws a plurality of object frames OF1-OF6 according to the object identification information ODI to store in the memory 120, wherein the object frames OF1-OF6 correspond to the objects OB1-OB6 respectively, and the object frames OF1-OF6 The total space of the memory 120 is smaller than the data size of the original image OI.

於步驟S730:由圖形處理電路230包含的複數圖形處理單元電路PD1~PD6對物件圖框OF1~OF6進行處理以產生複數處理後物件圖框OA1~OA6。In step S730: the plurality of graphics processing unit circuits PD1-PD6 included in the graphics processing circuit 230 process the object frames OF1-OF6 to generate a plurality of processed object frames OA1-OA6.

於步驟S740:由疊加電路240將處理後物件圖框OA1~OA6疊加於原始影像OI上,進而輸出合成影像SI。In step S740 : the superimposition circuit 240 superimposes the processed object frames OA1 - OA6 on the original image OI, and then outputs the synthesized image SI.

實作上,物件、物件圖框以及處理後物件圖框的數目隨接收到的原始影像不同而有所不同。並且,物件辨識資訊、圖形設定參數以及疊加參數所包含的內容可依實際需求而有所不同。本發明並不限於此。In practice, the numbers of objects, object frames and processed object frames vary with the received original images. Moreover, the content contained in the object identification information, graphic setting parameters and overlay parameters may vary according to actual needs. The present invention is not limited thereto.

需注意的是,上述的實施方式僅為一範例。於其他實施例中,本領域的通常知識者當可在不違背本發明的精神下進行更動。應瞭解到,在上述的實施方式中所提及的步驟,除特別敘明其順序者外,均可依實際需要調整其前後順序,甚至可同時或部分同時執行。It should be noted that the above-mentioned implementation is just an example. In other embodiments, those skilled in the art can make modifications without departing from the spirit of the present invention. It should be understood that, unless the order of the steps mentioned in the above embodiments is specifically stated, the order of the steps may be adjusted according to actual needs, and may even be executed simultaneously or partly simultaneously.

本發明中的影像處理系統及其影像物件疊加裝置及方法可針對個別物件進行辨識並繪製物件圖框,不僅大幅降低記憶體的使用量,更可依需求而對物件圖框進行不同的設定,達到具有彈性的顯示效果。The image processing system and its image object overlay device and method in the present invention can identify individual objects and draw object frames, which not only greatly reduces the amount of memory used, but also allows different settings for object frames according to requirements. A flexible display effect is achieved.

雖然本發明之實施例如上所述,然而該些實施例並非用來限定本發明,本技術領域具有通常知識者可依據本發明之明示或隱含之內容對本發明之技術特徵施以變化,凡此種種變化均可能屬於本發明所尋求之專利保護範疇,換言之,本發明之專利保護範圍須視本說明書之申請專利範圍所界定者為準。Although the embodiments of the present invention are as described above, these embodiments are not intended to limit the present invention, and those skilled in the art can make changes to the technical characteristics of the present invention according to the explicit or implicit contents of the present invention. All these changes may belong to the scope of patent protection sought by the present invention. In other words, the scope of patent protection of the present invention must be defined by the scope of patent application in this specification.

100:影像處理系統 110:影像擷取裝置 120:記憶體 130:影像物件疊加裝置 140:顯示裝置 200:處理器 210:物件辨識電路 230:圖形繪製電路 230:圖形處理電路 240:疊加電路 250:記憶體介面電路 700:影像物件疊加方法 S710~S740:步驟 BB1~BB6:物件儲存區塊 GS1~GS6:圖形處理參數 IB:原始影像儲存區塊 OA1~OA6:處理後物件圖框 OB1~OB6:物件 ODI:物件辨識資訊 OF1~OF6:物件圖框 OI:原始影像 PD1~PD6:圖形處理單元電路 RGN:資源配置軟體 SC1~SC6:疊加子電路 SI:合成影像 SP1~SP6:疊加參數 100: Image processing system 110: image capture device 120: memory 130:Image object overlay device 140: display device 200: Processor 210: Object identification circuit 230: Graphic drawing circuit 230: graphics processing circuit 240:Superposition circuit 250: memory interface circuit 700: Image object overlay method S710~S740: Steps BB1~BB6: object storage block GS1~GS6: Graphics processing parameters IB: Original image storage block OA1~OA6: object frame after processing OB1~OB6: Object ODI: Object Identification Information OF1~OF6: object frame OI: original image PD1~PD6: graphics processing unit circuit RGN: Resource Allocation Software SC1~SC6: superposition sub-circuit SI: Synthetic Image SP1~SP6: Overlay parameters

[圖1]顯示本發明之一實施例中,一種影像處理系統的方塊圖; [圖2]顯示本發明一實施例中,記憶體以及影像物件疊加裝置的方塊圖; [圖3]顯示本發明一實施例中,原始影像的示意圖; [圖4]顯示本發明一實施例中,物件圖框的示意圖; [圖5]顯示本發明一實施例中,圖形處理電路的方塊圖; [圖6]顯示本發明另一實施例中,圖形處理電路以及疊加電路的方塊圖;以及 [圖7]顯示本發明之一實施例中,一種影像物件疊加方法的流程圖。 [Fig. 1] shows a block diagram of an image processing system in one embodiment of the present invention; [Fig. 2] shows a block diagram of the memory and image object superimposition device in one embodiment of the present invention; [Fig. 3] shows a schematic diagram of an original image in an embodiment of the present invention; [Fig. 4] shows a schematic diagram of an object frame in an embodiment of the present invention; [Fig. 5] shows a block diagram of a graphics processing circuit in an embodiment of the present invention; [Fig. 6] shows a block diagram of a graphics processing circuit and an overlay circuit in another embodiment of the present invention; and [ FIG. 7 ] shows a flow chart of a method for overlaying image objects in an embodiment of the present invention.

120:記憶體 120: memory

130:影像物件疊加裝置 130:Image object overlay device

200:處理器 200: Processor

210:物件辨識電路 210: Object identification circuit

220:圖形繪製電路 220: Graphic drawing circuit

230:圖形處理電路 230: graphics processing circuit

240:疊加電路 240:Superposition circuit

250:記憶體介面電路 250: memory interface circuit

BB1~BB6:物件儲存區塊 BB1~BB6: object storage block

IB:原始影像儲存區塊 IB: Original image storage block

GS1~GS6:圖形處理參數 GS1~GS6: Graphics processing parameters

OA1~OA6:處理後物件圖框 OA1~OA6: object frame after processing

ODI:物件辨識資訊 ODI: Object Identification Information

OF1~OF6:物件圖框 OF1~OF6: object frame

OI:原始影像 OI: original image

PD1~PD6:圖形處理單元電路 PD1~PD6: graphics processing unit circuit

RGN:資源配置軟體 RGN: Resource Allocation Software

SI:合成影像 SI: Synthetic Image

SP1~SP6:疊加參數 SP1~SP6: Overlay parameters

Claims (15)

一種影像物件疊加裝置,包含:一物件辨識電路,配置以對一原始影像包含的複數物件進行辨識以產生一物件辨識資訊,其中該物件辨識資訊包含各該等物件在該原始影像中的一遠近資訊;一圖形繪製電路,配置以根據該物件辨識資訊繪製複數物件圖框以儲存至一記憶體,其中該等物件圖框分別對應該等物件,且該等物件圖框使用該記憶體的空間總和小於該原始影像的資料大小;一圖形處理電路,包含複數圖形處理單元電路,該等圖形處理單元電路對該等物件圖框進行處理以產生複數處理後物件圖框;以及一疊加電路,配置以將該等處理後物件圖框疊加於該原始影像上,進而輸出一合成影像。 An image object superposition device, comprising: an object identification circuit configured to identify a plurality of objects included in an original image to generate object identification information, wherein the object identification information includes a distance of each of the objects in the original image information; a graphics drawing circuit configured to draw a plurality of object frames according to the object identification information to be stored in a memory, wherein the object frames respectively correspond to the objects, and the object frames use the space of the memory The sum is smaller than the data size of the original image; a graphics processing circuit, including a plurality of graphics processing unit circuits, and the graphics processing unit circuits process the object frames to generate a plurality of processed object frames; and an overlay circuit configured The processed object frames are superimposed on the original image, and then a synthesized image is output. 如請求項1所述之影像物件疊加裝置,更包含一處理器,配置以運作一資源配置軟體,該資源配置軟體根據該物件辨識資訊進行配置一組疊加參數。 The image object overlay device as described in Claim 1 further includes a processor configured to run a resource allocation software, and the resource allocation software configures a set of overlay parameters according to the object identification information. 如請求項2所述之影像物件疊加裝置,其中該組疊加參數包含一圖形順序層級。 The image object overlay device as described in claim 2, wherein the set of overlay parameters includes a graphic sequence level. 如請求項3所述之影像物件疊加裝置,其中該資源配置軟體設置該圖形順序層級,當其中之一該等物件在一相對較近位置時,其所對應的其中之一該等處理後物件圖框具有較高的該圖形順序層級,以及當其中之一該等物 件在一相對較遠位置時,其所對應的其中之一該等處理後物件圖框具有較低的該圖形順序層級,其中該原始影像具有最低的該圖形順序層級。 The image object overlay device as described in claim 3, wherein the resource allocation software sets the graphic sequence level, and when one of the objects is in a relatively close position, one of the corresponding processed objects The drawing frame has a higher hierarchy of the graphic order, and when one of these objects When an object is at a relatively far position, one of the processed object frames corresponding to it has a lower graphic order level, wherein the original image has the lowest graphic order level. 如請求項1所述之影像物件疊加裝置,其中該等圖形處理單元電路依據一縮放參數處理該等物件圖框。 The image object overlay device as described in claim 1, wherein the graphics processing unit circuits process the object frames according to a scaling parameter. 如請求項1所述之影像物件疊加裝置,其中該等圖形處理單元電路依據該原始影像之一影像格式對該等物件圖框進行格式轉換處理。 The image object overlay device as described in Claim 1, wherein the graphics processing unit circuits perform format conversion processing on the object frames according to an image format of the original image. 如請求項3所述之影像物件疊加裝置,其中該疊加電路包含複數疊加子電路,該等疊加子電路分別對應該等圖形處理單元電路,以分別根據該組疊加參數依序將該等處理後物件圖框疊加於該原始影像上。 The image object overlay device as described in claim 3, wherein the overlay circuit includes a plurality of overlay sub-circuits, and the overlay sub-circuits correspond to the graphics processing unit circuits respectively, so as to sequentially process the overlays according to the set of overlay parameters The object frame is superimposed on the original image. 一種影像物件疊加方法,應用於一影像物件疊加裝置中,包含:由一物件辨識電路對一原始影像包含的複數物件進行辨識以產生一物件辨識資訊;由一處理器運作一資源配置軟體,以根據該物件辨識資訊進行配置一組疊加參數;由一圖形繪製電路根據該物件辨識資訊繪製複數物件圖框以儲存至一記憶體,其中該等物件圖框分別對應該等物件,且該等物件圖框使用該記憶體的空間總和小於該原始影像的資料大小;由一圖形處理電路包含的複數圖形處理單元電路對該等物件圖框進行處理以產生複數處理後物件圖框;以及 由一疊加電路將該等處理後物件圖框疊加於該原始影像上,進而輸出一合成影像。 A method for overlaying image objects, applied in an image object overlay device, comprising: an object identification circuit identifies multiple objects included in an original image to generate object identification information; a processor operates a resource allocation software to Configure a set of overlay parameters according to the object identification information; use a graphics drawing circuit to draw a plurality of object frames according to the object identification information and store them in a memory, wherein the object frames respectively correspond to the objects, and the objects The sum of the memory space used by the frames is smaller than the data size of the original image; the object frames are processed by a plurality of graphics processing unit circuits included in a graphics processing circuit to generate a plurality of processed object frames; and The processed object frames are superimposed on the original image by an overlay circuit, and then a composite image is output. 如請求項8所述之影像物件疊加方法,其中該物件辨識資訊包含各該等物件在該原始影像中的一遠近資訊。 The image object overlay method as described in Claim 8, wherein the object identification information includes a distance information of each of the objects in the original image. 如請求項8所述之影像物件疊加方法,其中該組疊加參數包含一圖形順序層級。 The image object overlay method as described in claim 8, wherein the set of overlay parameters includes a graphic sequence level. 如請求項10所述之影像物件疊加方法,其中,當其中之一該等物件在一相對較近位置時,其所對應的其中之一該等處理後物件圖框具有較高的該圖形順序層級,以及當其中之一該等物件在一相對較遠位置時,其所對應的其中之一該等處理後物件圖框具有較低的該圖形順序層級,其中該原始影像具有最低的該圖形順序層級。 The image object overlay method as described in claim 10, wherein, when one of the objects is at a relatively close position, the corresponding one of the processed object frames has a higher graphics order level, and when one of the objects is at a relatively far position, its corresponding one of the processed object frames has a lower level of the graphic order, wherein the original image has the lowest level of the graphic sequential hierarchy. 如請求項8所述之影像物件疊加方法,其中該等圖形處理單元電路依據一縮放參數處理該等物件圖框。 The image object overlay method as described in claim 8, wherein the graphics processing unit circuits process the object frames according to a scaling parameter. 如請求項8所述之影像物件疊加方法,其中,該等圖形處理單元電路依據該原始影像之一影像格式對該等處理後物件圖框進行格式轉換處理。 The image object overlay method as described in Claim 8, wherein the graphics processing unit circuits perform format conversion processing on the processed object frames according to an image format of the original image. 如請求項10所述之影像物件疊加方法,其中該疊加電路包含複數疊加子電路,該等疊加子電路分別對應於該等圖形處理單元電路,以分別根據該組疊加參數依序將該等處理後物件圖框疊加於該原始影像上。 The image object overlay method as described in Claim 10, wherein the overlay circuit includes a plurality of overlay sub-circuits, and the overlay sub-circuits respectively correspond to the graphics processing unit circuits, so as to sequentially process them respectively according to the set of overlay parameters The after object frame is superimposed on the original image. 一種影像處理系統,包含:一影像擷取裝置,配置以進行影像擷取,產生一原始影像;一記憶體;一影像物件疊加裝置,包含:一物件辨識電路,配置以接收該原始影像,並對該原始影像包含的複數物件進行辨識以產生一物件辨識資訊,其中該物件辨識資訊包含各該等物件在該原始影像中的一遠近資訊;一圖形繪製電路,配置以根據該物件辨識資訊繪製複數物件圖框以儲存至該記憶體,其中該等物件圖框分別對應該等物件,且該等物件圖框使用該記憶體的空間總和小於該原始影像的資料大小;一圖形處理電路,包含複數圖形處理單元電路,該等圖形處理單元電路對該等物件圖框進行處理以產生複數處理後物件圖框;以及一疊加電路,配置以將該等處理後物件圖框疊加於該原始影像上,進而輸出一合成影像;以及一顯示裝置,配置以接收並顯示該合成影像。 An image processing system, comprising: an image capture device configured to perform image capture to generate an original image; a memory; an image object superposition device comprising: an object recognition circuit configured to receive the original image, and Identifying multiple objects contained in the original image to generate object identification information, wherein the object identification information includes a distance information of each of the objects in the original image; a graphics drawing circuit configured to draw according to the object identification information A plurality of object frames are stored in the memory, wherein the object frames respectively correspond to the objects, and the total space of the memory used by the object frames is smaller than the data size of the original image; a graphics processing circuit, comprising a plurality of graphics processing unit circuits that process the object frames to generate a plurality of processed object frames; and an overlay circuit configured to overlay the processed object frames on the original image , and then output a synthesized image; and a display device configured to receive and display the synthesized image.
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Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI473038B (en) * 2012-03-21 2015-02-11 Ind Tech Res Inst Image processing apparatus and image processing method
CN102594857B (en) * 2010-10-11 2015-11-25 微软技术许可有限责任公司 Image recognition on mobile device is with shared
TWI566601B (en) * 2015-02-25 2017-01-11 光寶科技股份有限公司 Image processing device and image depth processing method
CN107945284B (en) * 2017-12-11 2020-03-06 广州德科投资咨询有限公司 Scene display method for automatic driving vehicle and intelligent glasses
US10664722B1 (en) * 2016-10-05 2020-05-26 Digimarc Corporation Image processing arrangements
WO2020108082A1 (en) * 2018-11-27 2020-06-04 Oppo广东移动通信有限公司 Video processing method and device, electronic equipment and computer readable medium

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102594857B (en) * 2010-10-11 2015-11-25 微软技术许可有限责任公司 Image recognition on mobile device is with shared
TWI473038B (en) * 2012-03-21 2015-02-11 Ind Tech Res Inst Image processing apparatus and image processing method
TWI566601B (en) * 2015-02-25 2017-01-11 光寶科技股份有限公司 Image processing device and image depth processing method
US10664722B1 (en) * 2016-10-05 2020-05-26 Digimarc Corporation Image processing arrangements
CN107945284B (en) * 2017-12-11 2020-03-06 广州德科投资咨询有限公司 Scene display method for automatic driving vehicle and intelligent glasses
WO2020108082A1 (en) * 2018-11-27 2020-06-04 Oppo广东移动通信有限公司 Video processing method and device, electronic equipment and computer readable medium

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