The disclosure relates to an image processing device and an image processing method, particularly relates to an image rendering device and an image rendering method for generating a color three-dimensional (3D) model of a target object.
With the evolution of technology of semiconductor device and digital signal processing, artificial intelligence and virtual reality have been widely used in daily life. 3D image rendering technology of virtual reality can be used to generate image of color 3D model of the target object. For example, in the surgical operating room, 3D image rendering technology is used to generate image of the color 3D model of the affected organs or tissues of the patient for the doctor to clearly observe the affected organs or tissues, so that operation may be facilitated.
In view of the above-mentioned technical problems of the prior art, skilled ones of related industries in this field are devoted to develop improved 3D image rendering devices, so as to have a lower number of needed image sensors and to reduce hardware cost and power consumption.
According to one aspect of this disclosure, an image rendering device is provided. The image rendering device comprises a first sensor, a second sensor, an IR projector and a processor. The first sensor is configured to sense a target object in a three-dimensional (3D) mode to generate a first 3D-depth-signal, and sense the target object in a two-dimensional (2D) mode to generate a first surface-color-signal. The second sensor is configured to sense the target object in the 3D mode to generate a second 3D-depth-signal, and sense the target object in the 2D mode to generate a second surface-color-signal. The IR projector is configured to generate an IR dot pattern. The processor is configured to control the IR projector to project the IR dot pattern on the target object in the 3D mode, and process the first surface-color-signal, the second surface-color-signal, the first 3D-depth-signal and the second 3D-depth-signal to obtain a color 3D model of the target object.
In one example of the image rendering device, further comprises a driving circuit configured to generate a driving-signal, and drive the IR projector by the driving-signal to generate the IR dot pattern in the 3D mode, wherein the processor further generates a control-signal, and control the driving circuit by the control-signal to generate the driving-signal in the 3D mode.
In one example of the image rendering device, wherein the first sensor and the second sensor further generate a strobe-control-signal, and when the first sensor and the second sensor actually sense the target object, the strobe-control-signal is used to control the driving circuit to generate the driving-signal.
In one example of the image rendering device, wherein the driving circuit comprises an AND gate circuit configured to perform a logic AND operation on the strobe-control-signal and the control-signal to obtain an enabling-signal, and a load switch configured to generate the driving-signal, and control the driving-signal by the enabling-signal, wherein, when operating in the 3D mode and when the first sensor and the second sensor actually sense the target object, the strobe-control-signal, the control-signal and the enabling-signal are all in a enabled state so as to control the driving-signal as being in the enabled state.
In one example of the image rendering device, wherein the load switch is a high-speed switch of a solid-state device, the load switch has a discharging path to rapidly discharge the driving-signal, and the discharging path has a resistor and a capacitor used to adjust the discharging speed of the driving-signal.
In one example of the image rendering device, wherein the processor is configured to process the first surface-color-signal and the second surface-color-signal to obtain a plurality of 2D-image-frames and form a frame sequence of the 2D-image-frames, and process the first 3D-depth-signal and the second 3D-depth-signal to obtain a plurality of 3D-image-frames and form a frame sequence of the 3D-image-frames, and integrate the 2D-image-frames and the 3D-image-frames as a plurality of total-image-frames and from a frame sequence of the total-image-frames, and process the total-image-frames to obtain a color 3D model of the target object.
In one example of the image rendering device, wherein the processor is configured to set a count value in the total-image-frames, and values of odd number or even number of the count value correspond to the 2D-image-frames or the 3D-image-frames.
In one example of the image rendering device, wherein the first sensor and the second sensor further generate a synchronization-control-signal, and the processor is configured to accumulate the count value according to the synchronization-control-signal.
In one example of the image rendering device, wherein the processor is configured to perform brightness processing and white balance processing on the 2D-image-frames and the 3D-image-frames to obtain a plurality of parameter calibration values, and to calibrate the first sensor and the second sensor according to the parameter calibration values.
According to one aspect of this disclosure, an image rendering method is provided. The image rendering method comprises the following steps. Generating an infrared ray (IR) dot pattern by an IR projector. Projecting the IR dot pattern on the target object in a three-dimensional (3D) mode. Sensing the target object by the first sensor in the 3D mode to generate a first 3D-depth-signal. Sensing the target object by the second sensor in the 3D mode to generate a second 3D-depth-signal. Sensing the target object by the first sensor in a two-dimensional (2D) mode to generate a first surface-color-signal. Sensing the target object by the second sensor in the 2D mode to generate a second surface-color-signal. Processing the first surface-color-signal and the second surface-color-signal to obtain a plurality of 2D-image-frames and forming a frame sequence of the 2D-image-frames. Processing the first 3D-depth-signal and the second 3D-depth-signal to obtain a plurality of 3D-image-frames and forming a frame sequence of the 3D-image-frames. Integrating the 2D-image-frames and the 3D-image-frames as a plurality of total-image-frames and forming a frame sequence of the total-image-frames. Processing the total-image-frames to obtain a color 3D model of the target object.
In one example of the image rendering method, further comprising the following steps. Generating a driving-signal by a driving circuit. Driving the IR projector by the driving-signal to generate the IR dot pattern in the 3D mode. Generating a control-signal. Controlling the driving-signal by the control-signal in the 3D mode.
In one example of the image rendering method, further comprising the following steps. Generating a strobe-control-signal by the first sensor and the second sensor. When the first sensor and the second sensor actually sense the target object, controlling the driving-signal by the strobe-control-signal.
In one example of the image rendering method, wherein the driving circuit comprises an AND gate circuit and a load switch, and the image rendering method further comprising the following steps. Performing a logic AND operation on the strobe-control-signal and the control-signal by the AND gate circuit to obtain an enabling-signal. Generating the driving-signal by the load switch, and controlling the driving-signal by the enabling-signal. Wherein, when operating in the 3D mode and when the first sensor and the second sensor actually sense the target object, the strobe-control-signal, the control-signal and the enabling-signal are all in an enabled state so as to control the driving-signal as being in the enabled state.
In one example of the image rendering method, wherein the load switch is a high-speed switch of a solid-state device, the load switch has a discharging path and the discharging path has a resistor and a capacitor, and the image rendering method further comprising the following steps. Rapidly discharging the driving-signal through the discharging path. Adjusting discharging speed of the driving-signal by tuning the resistance and the capacitance of the discharging path.
In one example of the image rendering method, further comprising the following steps. Setting a count value in the total-image-frames. Corresponding values of odd number or even number of the count value to the 2D-image-frames or the 3D-image-frames respectively.
In one example of the image rendering method, further comprising the following steps. Generating a synchronization-control-signal by the first sensor and the second sensor. Accumulating the count value according to the synchronization-control-signal.
In one example of the image rendering method, further comprising the following steps. Performing brightness processing and white balance processing on the 2D-image-frames and the 3D-image-frames respectively to obtain a plurality of parameter calibration values. Calibrating the first sensor and the second sensor according to the parameter calibration values.
In the following detailed description, for purposes of explanation, numerous specific details are set forth in order to provide a thorough understanding of the disclosed embodiments. It will be apparent, however, that one or more embodiments may be practiced without these specific details. In other instances, well-known structures and devices are schematically illustrated in order to simplify the drawing.
Please refer to
In addition to the first sensor 110 and the second sensor 120, the imaging rendering device 1000 as shown in
In addition, the first sensor 110 and the second sensor 120 may further generate a strobe-control-signal S0_FLASH. Only when the first sensor 110 and the second sensor 120 are actually powered on and enter a “working state” to actually sense the target object 800, the strobe-control-signal S0_FLASH may be in an enabled state (for example, a state of high voltage level). Accordingly, whether the strobe-control-signal S0_FLASH is in the enabled state may indicate whether the first sensor 110 and the second sensor 120 actually sense the target object 800.
The IR projector 200 may be, for example, a “Vertical Cavity Surface Emitting Laser (VCSEL)”, which may be configured to generate an IR-dot-pattern IR1 in the form of infrared ray. When the imaging rendering device 1000 operates in the 3D mode, the IR projector 200 may be configured to project the IR-dot-pattern IR1 on the surface of the target object 800 to generate surface textures and assist in illuminating recesses or shadows of the target object 800, so as to facilitate the first sensor 110 and the second sensor 120 to sense and capture 3D depth information (i.e., 3D depth map) of the target object 800.
The driving circuit 300 may be configured to drive the IR projector 200 to generate an IR-dot-pattern IR1 and control the IR projector 200 to turn on/off the IR-dot-pattern IR1. When the imaging rendering device 1000 operates in the 3D mode, the IR projector 200 may generate an IR-dot-pattern IR1 and project it on the target object 800. However, when the imaging rendering device 1000 operates in the 2D mode, the IR projector 200 must stop projecting the IR-dot-pattern IR1 on the target object 800 so as to prevent the IR-dot-pattern IR1 from interfering the surface color image of the target object 800. Therefore, the driving circuit 300 may drive the IR projector 200 to generate and project the IR-dot-pattern IR1 in the 3D mode, and turns off the IR projector 200 in the 2D mode to stop providing the IR-dot-pattern IR1. In this embodiment, the driving circuit 300 may generate a driving-signal LED_SRC, thereby driving and controlling the IR projector 200 through the driving-signal LED_SRC, in the 3D mode.
After the first sensor 110 and the second sensor 120 sense the target object 800-1, the first surface-color-signal V2D-1, the second surface-color-signal V2D-2, the first 3D-depth-signal V3D-1 and the second 3D-depth-signal V3D-2 may be generated and then sent to the image processor 400 for processing. The image processor 400 may be a processor with functions of image and signal processing, such as a microprocessor (MCU) or a digital signal processor (DSP). The image processor 400 may be used to process the first surface-color-signal V2D-1 and the second surface-color-signal V2D-2 to obtain a plurality of 2D-image-frames (referred to as “Frm2D”), which may then form a “sequence” of 2D-image-frames Frm2D. The image processor 400 may also process the first 3D-depth-signal V3D-1 and the second 3D-depth-signal V3D-2 to obtain a plurality of 3D-image-frames (referred to as “Frm3D”), which may then form a “sequence” of 3D-image-frames Frm3D. In addition, the image processor 400 may integrate the sequence of 2D-image-frames Frm2D and the sequence of 3D-image-frames Frm3D into a single frame sequence, and this single frame sequence refers to a sequence of total-image-frames “Frm”.
In addition, the image processor 400 may further generate a control-signal GPIO42. In the 3D mode, the driving circuit 300 may be controlled by the control-signal GPIO42 to generate a driving-signal LED_SRC. In this embodiment, when the imaging rendering device 1000 operates in the 3D mode, the control-signal GPIO42 is in an enabled state (for example, a state of high voltage level) so as to control the driving-signal LED_SRC of the driving circuit 300 to be in an enabled state, thereby driving the IR projector 200 to generate the IR-dot-pattern IR1. On the other hand, when the imaging rendering device 1000 operates in the 2D mode, the control-signal GPIO42 is in a disabled state (for example, a low voltage potential state) to control the driving-signal LED_SRC of the driving circuit 300 to be in a disabled state, and then turn off the IR projector 200.
In addition, the strobe-control-signal S0_FLASH generated by the first sensor 110 and the second sensor 120 may be also transmitted to the driving circuit 300, and the strobe-control-signal S0_FLASH can be used to control the driving circuit 300 to generate the driving-signal LED_SRC. Accordingly, the driving circuit 300 may generate the driving-signal LED_SRC according to the control-signal GPIO42 provided by the image processor 400 and the strobe-control-signal S0_FLASH provided by the first sensor 110 and the second sensor 120 correspondingly. In this embodiment, when the imaging rendering device 1000 operates in a 3D mode and when the first sensor 110 and the second sensor 120 actually sense the target object 800, the strobe-control-signal S0_FLASH and the control-signal GPIO42 are both in enabled state (for example, a state of high voltage level), the driving circuit 300 may generate the driving-signal LED_SRC in an enabled state (for example, a state of high voltage level).
The back-end processor 500 may refer to, for example, a personal computer, a mobile device or any type of terminal device. The back-end processor 500 can execute a software program or a firmware program to process the frame sequence of the total-image-frames Frm, so as to obtain a color 3D model “M3D” of the target object 800. In this embodiment, the back-end processor 500 can build points-cloud of 3D coordinates based on the 3D depth information of the 3D-image-frame Frm3D in the total-image-frame Frm. Furthermore, these points-cloud can be used as “skeleton” part of the color 3D model M3D of the target object 800. In addition, the back-end processor 500 may generate surface texture of the target object 800 according to surface color image of the 2D-image-frame Frm2D in the total-image-frame Frm, and integrate the surface texture into the skeleton part (points-cloud) to form the color 3D model M3D of the target object 800
In addition, the back-end processor 500 or the image processor 400 can perform brightness processing (i.e., auto exposure (AE)) and white balance processing (i.e., auto white balance (AWB)) on the 2D-image-frame Frm2D and the 3D-image-frame Frm3D respectively, to obtain a plurality of parameter calibration values. Furthermore, the first sensor 110 and the second sensor 120 can be dynamically calibrated according to the parameter calibration values, so as to achieve improved visual quality of first surface-color-signal V2D-1, second surface-color-signal V2D-2, first 3D depth-signal V3D-1 and second 3D depth-signal V3D-2 generated by the calibrated first sensor 110 and second sensor 120.
The forgoing paragraphs describe a general implementation for the imaging rendering device 1000 of this embodiment, and the following paragraphs describe detailed implementation of each component unit and circuit of the imaging rendering device 1000.
To describe operations of the above three control-signals: strobe-control-signal S0_FLASH, control-signal GPIO42 and enabling-signal IMG_STROBE, please refer to
In another example, as shown in
On the other hand, still referring to
Please refer to
As shown in
In this embodiment, the output terminal VOUT of the load switch 320 is connected to the input terminal QOD through the second resistor R2, and the output terminal CT of the load switch 320 is connected to the ground input terminal GND2 through the third capacitor C3. Accordingly, the load switch 320 has a discharge path for the driving-signal LED_SRC. The discharge path refers to the following: a path from the second resistor R2 to the input terminal QOD, a path from the output terminal CT to the third capacitor C3 then to the ground input terminal GND2. When the drive-signal LED_SRC of the output terminal VOUT is switched from high-voltage-level to low-voltage-level, the drive-signal LED_SRC may be quickly discharged through the above-mentioned discharge path so as to direct the residual current of the driving-signal LED_SRC, and thereby increases the switching speed of the driving-signal LED_SRC between high-voltage-level and low-voltage-level. Moreover, the discharging speed of the driving-signal LED_SRC may be adjusted by tuning resistance value of the second resistor R2 and capacitance value of the third capacitor C2. With the mechanism of rapid-discharging of the load switch 320, the driving-signal LED_SRC may be rapidly switched between high-voltage-level and low-voltage-level, so that the IR projector 200 may be rapidly turned on/off. In application, when the imaging rendering device 1000 quickly switches between the 2D mode and the 3D mode in a interleaved mode, the load switch 320 may quickly switch the driving-signal LED_SRC so as to quickly turn on/off the IR projector 200, so that the IR projector 200 may accurately project the IR-dot-pattern IR1 in the 3D mode.
Next, detailed implementation for the imaging rendering device 1000 to switch between the 2D mode and the 3D mode in a interleaved manner will be described below.
The period P1 between time point t0 and time point t2 which are shown in
Then, the period P2 between time point t2 and time point t5 which are shown in
The period P3 between time point t5 and time point t8 which are shown in
In this embodiment, when the count value CNTF is odd numbers of 1, 3, 5 . . . , corresponding total-image-frames Frm(1), Frm(3), Frm(5) . . . are 2D-image-frames Frm2D in 2D mode. Furthermore, the image processor 400 may obtain parameter calibration values according to brightness processing and white balance processing of the total-image-frames Frm(1) and Frm(3). These parameter calibration values are used in the periods P3 and P5 to set or calibrate parameters related to brightness and white balance of the first sensor 110 and the second sensor 120, so as to generate total-image-frames Frm(3) and Frm(5). On the other hand, when the count value CNTF is even numbers of 2, 4, 6, . . . , corresponding total-image-frames Frm(2), Frm(4), Frm(6), . . . are 3D-image-frames Frm3D in 3D mode. Furthermore, the image processor 400 may set or calibrate first sensor 110 and second sensor 120 according to parameter calibration values obtained by brightness processing and white balance processing of total-image-frames Frm(2) and Frm(4) in periods P4 and P6, so as to generate total-image-frames Frm(4) and Frm(6). From the above, according to the count value CNTF, the back-end processor 500 may determine that the currently outputted total-image-frame Frm refers to a 2D-image-frame Frm2D or a 3D-image-frame Frm3D. Furthermore, the back-end processor 500 perform image processing respectively on 2D-image-frames Frm2D (corresponding to Frm(1), Frm(3), Frm(5), . . . ) and 3D-image-frames Frm3D (corresponding to Frm(2), Frm(4), Frm(6), . . . ) so as to set the first sensor 110 and the second sensor 120. In addition, in this embodiment, the frame rate of 2D-image-frames Frm2D and 3D-image-frames Frm3D are both 30 fps, which is one-half of frame rate 60 fps of the display.
Then, the image processor 400 may transmit the frame sequence of the multiplexed total-image-frames Frm to the back-end processor 500 via a serial interface. The back-end processor 500 may firstly de-multiplex the frame sequence of the total-image-frames Frm to obtain the frame sequence of the 3D-image-frames Frm3D and the frame sequence of the 2D-image-frames Frm2D by a de-multiplexing processing unit 510. In this embodiment, the 3D-image-frames Frm3D or the 2D-image-frames Frm2D may be identified according to the count value CNTF embedded in the total-image-frames Frm.
In a processing path of the back-end processor 500, the back-end processor 500 may process the 3D-image-frames Frm3D. Since the content of the 3D-image-frames Frm3D includes the first 3D-depth-signal V3D-1 generated by the first sensor 110 and the second 3D-depth-signal V3D-2 generated by the second sensor 120, synchronization needs to be performed on the signals of the two different sensors (i.e., first sensor 110 and second sensor 120). Therefore, the back-end processor 500 may firstly synchronize the 3D-image-frames Frm3D by the first synchronization processing unit 512 Furthermore, since the frame sequence of the total-image-frames Frm may be compressed before being transmitted from the image processor 400 to the back-end processor 500 to save transmission bandwidth, the back-end processor 500 then perform decompression-processing on the 3D-image-frames Frm3D by the decompression-processing unit 514. Then, noise-reduction processing unit 516 may performs noise-reduction filtering on the 3D-image-frames Frm3D to eliminate or suppress noise in the 3D-image-frames Frm3D. Then, the points-cloud generating unit 518 may calculate depth information and distance information of each point in the image of the 3D-image-frame Frm3D, and converts them into 3D coordinates of each point. These points with 3D coordinates may constitute the points-cloud of the target object 800. Then, the points-cloud filtering processing unit 520 may perform filtering processing on the points-cloud, and the points-cloud may be used as the “skeleton” part of the color 3D model M3D of the target object 800.
On the other hand, in another processing path of the back-end processor 500, the back-end processor 500 may process the 2D-image-frames Frm2D. Firstly, the decompression and decoding unit 522 performs decompression-processing and decoding processing on the 2D-image-frames Frm2D, so as to recover the compressed 2D-image-frames Frm2D to a normal data format. Then, the frame rate of the 2D-image-frames Frm2D is converted to a frame rate suitable for the display, by the frame rate conversion unit 524. In this embodiment, the 2D-image-frame Frm2D with a frame rate of 30 fps is upgraded to a frame rate of 60 fps suitable for a display. Then, the image filtering processing unit 526 performs filtering processing to smooth the color image of the 2D-image-frame Frm2D to improve visual quality of the 2D-image-frame Frm2D.
Finally, the back-end processor 500 integrates the processing path of the 3D-image-frame Frm3D and the processing path of the 2D-image-frame Frm2D, and the obtained points-cloud from the processed 3D-image-frames Frm3D and the obtained surface color images from the processed 2D-image-frame Frm2D. are integrated. Then, the second synchronization processing unit 528 performs synchronization processing to obtain the color 3D model M3D of the target object 800, and the color 3D model M3D is displayed on the display or transmitted to other storage devices.
Then, in step S140, when operating in the 3D mode and when the first sensor 110 and the second sensor 120 actually sense the target object 800, the strobe-control-signal S0_FLASH, the control-signal GPIO42 and the enabling-signal IMG_STROBE are all in an enabled state (for example, in a state of high voltage level), the driving-signal LED_SRC is also in an enabled state. The IR projector 200 may be driven by the driving-signal LED_SRC to generate an IR-dot-pattern IR1, and IR-dot-pattern IR1 may be projected on the target object 800. Then, in step S150, in the 3D mode, the target object 800 is sensed by the first sensor 110 to generate a first 3D-depth-signal V3D-1, and the target object 800 is sensed by the second sensor 120 to generate a second 3D-depth-signal V3D-2. Then, in step S160, when the image rendering device 1000 is operated in the 2D mode, the driving-signal LED_SRC is rapidly discharged through the discharge path of the load switch 320, so as to switch the driving-signal LED_SRC from the enabled state to disabled state, and the discharging speed of the driving-signal LED_SRC is adjusted by tuning the resistance (of second resistor R2) and capacitance (of third capacitor C3) of the discharge path.
Next, please refer to
Then, in step S210, the total-image-frame Frm is processed to obtain a color 3D model M3D of the target object 800. Processing method for obtaining color 3D model M3D includes: performing synchronization processing on the 3D-image-frame Frm3D, performing decompression on the 3D-image-frame Frm3D, performing noise reduction and filtering processing on the 3D-image-frame Frm3D, and calculating of depth information and distance information of each point in the image of the 3D-image-frame Frm3D to build points-cloud and performing filtering processing on the points-cloud. Furthermore, performing decompression and decoding processing on the 2D-image-frame Frm2D, converting the frame rate of the 2D-image-frame Frm2D to a frame rate suitable for the display, and performing filtering processing (e.g. smoothing) color image of the 2D-image-frame Frm2D. Then, the points-cloud obtained by processing the 3D-image-frame Frm3D and the surface color image obtained by processing the 2D-image-frame Frm2D are integrated to obtain a color 3D model M3D of the target object 800.
It will be apparent to those skilled in the art that various modifications and variations can be made to the disclosed embodiments. It is intended that the specification and examples be considered as exemplary only, with a true scope of this disclosure being indicated by the following claims and their equivalents.
This application claims the benefit of U.S. provisional application Ser. No. 63/091,322, filed Oct. 14, 2020, the subject matter of which is incorporated herein by reference.
Number | Date | Country |
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104702933 | Jun 2015 | CN |
110493587 | Nov 2019 | CN |
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Taiwan Office Action corresponding to Application No. 110138174 dated Sep. 30, 2022, 9 pages. |
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20220122315 A1 | Apr 2022 | US |
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63091322 | Oct 2020 | US |