This application is based on and claims priority under 35 U.S.C. § 119 to Korean Patent Application No. 10-2022-0116427, filed on Sep. 15, 2022, in the Korean Intellectual Property Office, the disclosure of which is incorporated by reference herein in its entirety.
The present disclosure relates to a system and method for optical detection based on image segmentation.
Adaptive light modulation technology is technology for controlling an optical path by using a digital light modulation device and used in beam projectors or hologram displays. Recently, the adaptive light modulation technology has been variously used in optogenetic stimulation, fluorescence excitation, multiphoton microscopy, and so on, but is mainly used in light emission modules. Some light modulation technologies are used by placing a light modulator in a measurement path between a sample and an optical detector (or a camera). However, the technology is mainly used for the purpose of reducing image distortion by reducing optical aberration.
A device for detecting optical signals includes a camera and a point detector. When a camera is used, a method of recording only a part of an imaging region (subarray readout) or recording pixels in a group (pixel binning) is mainly used for high-speed imaging. However, in this case, there may be a problem in that an observation region is limited or a resolution is lowered.
In most cases, a frame rate of a general camera is tens to hundreds of Hz. That is, in order to capture an image at a frame rate higher than KHz, image processing has to be performed by using only very limited pixels, and accordingly, application is severely limited. In addition, a point detector actually has no limit in speed, but since information of only one pixel is recorded at a time, there is a disadvantage in that an image has to be combined with a scanning module to be recorded. Even in this case, there is a problem in that it is difficult to increase speed more than KHz because the speed is reduced as more scanning is performed.
In this regard, Korean Patent Publication No. 10-2017-0099985 (Title of the Invention: IMAGING METHOD, AND SYSTEM, FOR OBTAINING A SUPER-RESOLUTION IMAGE OF AN OBJECT) discloses an imaging method for obtaining a super-resolution image of an object based on an optical microscope configured to capture an image of the object.
The present disclosure provides an optical detection system and an optical detection method that may detecting an optical signal in units of a certain region-of-interest (ROI) desired by a user.
Technical objects to be achieved by the present embodiments are not limited to the above technical object, and there may be other technical objects.
According to an aspect of the present disclosure, an optical detection system based on image segmentation includes a pattern generator configured to select at least one region-of-interest from a target image and generate a specific pattern for controlling optical paths for the at least one region-of-interest, a light modulator configured to receive the specific pattern and selectively separate the optical paths for the at least one region-of-interest from the target image, and an optical detection unit configured to detect separated optical signals for the at least one region-of-interest based on different pixels.
According to another aspect of the present disclosure, an optical detection method using an optical detection system based on image segmentation includes selecting at least one region-of-interest from a target image and generating a specific pattern for controlling optical paths for the at least one region-of-interest by using a pattern generator, receiving the specific pattern and selectively separating the optical paths for the at least one region-of-interest from the target image by using a light modulator, and detecting, by an optical detection unit, separated optical signals for the at least one region-of-interest based on different pixels.
According to any one of the above-described problem solving means of the present application, a region-of-interest to be observed at high speed is separated optically from an image captured at high resolution and high speed, and then, optical signals generated in each region-of-interest are detected based on different pixels, and accordingly, The optical signals may be recorded at high speed.
Furthermore, the present disclosure may be attached to various camera-based microscopes in the form of an additional module, and thus, the present disclosure may be easily applied to the industry.
Embodiments will be more clearly understood from the following detailed description taken in conjunction with the accompanying drawings in which:
Hereinafter, embodiments of the present disclosure will be described in detail such that those skilled in the art to which the present disclosure belongs may easily implement the present disclosure with reference to the accompanying drawings. However, the present disclosure may be implemented in many different forms and is not limited to the embodiments to be described herein. In addition, in order to clearly describe the present disclosure with reference to the drawings, portions irrelevant to the description are omitted, and similar reference numerals are attached to similar portions throughout the specification.
The suffixes “module” and “unit” for components used in the following description are given or used interchangeably in consideration of only the ease of writing the specification, and do not have meanings or roles that are distinct from each other by themselves. In addition, in describing the embodiments disclosed in this specification, if it is determined that a detailed description of related known technologies may obscure the gist of the embodiments disclosed in this specification, the detailed description is omitted.
When it is described that a portion is “connected (coupled or in contact)” to another portion throughout the specification, this includes not only a case where the portion is “directly connected (coupled or in contact)” to another portion but also a case where the portion is “indirectly connected (coupled or in contact)” to another portion with another component therebetween. In addition, when it is described that a portion “includes (comprises or prepares)” a certain component, this means that the portion may further include (comprises or prepares) another component without excluding another component unless otherwise stated.
First, the known spatial light modulation device is used to control a shape of a light source emitting light to a sample. That is, a photoreaction or fluorescence signal of a partially selective region is measured through the shape of an excitation light source for light emission. For example, a general optical imaging method includes pixel binning for increasing a temporal resolution, a subarray readout method that observes only a part of an optical zoom and a sensor, a method of scanning only a limited observation region, or a combination of the methods. As such, the known optical imaging method is implemented in a way to increase a temporal resolution by limiting a spatial resolution or an observation region. Here, when the spatial resolution is limited, there is a problem in that signals in adjacent regions are interfered with each other.
However, in the present disclosure, after modulating an optical path of the observation region in a high-resolution state and separating the optical path from the adjacent regions, light is detected by compressing one or a very limited number of detection pixels. Accordingly, data sampling is reduced, and it is possible to analyze signals at very high speed.
In other words, unlike the known art, the present disclosure is not limited to the shape of a light source and may be applied to fluorescence, reflection, transmission, and light emission, and also, extended application is possible because signals generated in several adjacent regions may be measured without interference. In addition, since there is no interference between observation regions, ultra-high-speed optical signal measurement is possible through additional optical compression.
Therefore, according to the present disclosure, a spatial resolution and a temporal resolution may be separated from each other by flexibly modulating the standardized optical signal measurement path of the known optical imaging method. That is, as the spatial resolution is separated from the temporal resolution, a change of an optical signal generated from a complex structure may be measured at high speed without influence of a surrounding structure.
For example, when high-speed imaging is taken by the known method, high-speed imaging is usually performed by reducing the resolution of an image or capturing only a part of the image. However, in the present disclosure, after a region-of-interest (ROI) to be observed is set from a digital image in a high-resolution state, an optical signal generated in the region (region-of-interest) may be separated through light modulation technology. Thereafter, the separated optical signal may be randomly assigned to one or a very small number of optical lenses and optical detectors (optical detection unit). Accordingly, one or more optical lenses and an optical detector (optical detection unit) have different pixels, and thus, an optical signal may be recorded by using only a very small number of pixels compared to the known method.
Hereinafter, embodiments of the present disclosure are described in detail with reference to the accompanying drawings.
As illustrated in
Referring to
Accordingly, by using different pixels for each region-of-interest, a measurement speed is greatly increased compared to the known pixel-based measurement method, and readout noise may be effectively removed.
For example, the optical detection system based on image segmentation 1 may further include a memory (not illustrated) for storing an optical path control program of a region-of-interest. In this case, the optical path control program of region-of-interest stored in the memory may be driven by the pattern generator 10.
In addition, the memory performs a function of storing data processed by the pattern generator 10. Here, the memory may include non-volatile storage media.
The memory may also store another program, such as an operating system for processing and controlling the pattern generator 10, or may also perform a function of temporarily storing data that is input or output.
The memory may include at least one type of storage medium, for example, a memory (for example, a secure digital (SD) memory, an extreme digital (XD) memory, or so on) of a flash memory type, a hard disk type, a multimedia card micro type, or a card type, random access memory (RAM), and read only memory (ROM). In addition, the optical detection system based on image segmentation 1 may also operate a web storage that performs a memory storage function on the Internet.
The pattern generator 10 executes a program for controlling an optical path of a region-of-interest stored in the memory, and controls the entire operation for controlling the optical path of the region-of-interest.
To this end, the pattern generator 10 may include at least one processing unit (a central processing unit (CPU), a micro-processor, a digital signal processor (DSP), or so on), RAM, ROM, and so on, and may be read a program stored in a memory into RAM and execute the program through at least one processing unit. In addition, a term ‘processor’ may be interpreted as the same meaning as terms, such as a ‘controller’, an ‘arithmetic device’, and a ‘pattern generator’ depending on embodiments.
Specifically, the light modulator 20 receives a target image and selectively separates an optical path of each region-of-interest. For example, the light modulator 20 includes a digital micromirror device, a liquid crystal-based transmissive or reflective spatial light modulator, or a scanner (a galvanometer, an acousto-optic deflector, an electro-optic deflector, or so on).
Here, the target image includes an image captured in high resolution, but is not limited to, and includes an optical signal including transmission, reflection, fluorescence, phase-contrast, and so on.
The optical detection unit 30 detects an optical signal separated for each region-of-interest based on different pixels. That is, the optical detection unit 30 may be composed of a point detector array or a camera using only a limited number of pixels.
Accordingly, it is possible to simultaneously measure signals generated from several adjacent regions of interest without interference. In addition, since there is no interference between regions of interest to be observed, an ultra-high-speed optical signal may be measured through additional optical compression.
For example, the optical detection unit 30 includes an optical lens and an optical detector. For example, the optical lens includes an optical camera, such as a scientific complementary metal oxide semiconductor (sCMOS), an electron multiplying charge coupled device (EMCCD), or a CCD, but is not limited thereto. In addition, the optical detector includes a plurality of point light source detectors or an array type detection system based on a photomultiplier tube (PMT), an avalanche photodiode (APD), and a single-photon avalanche diode (SPAD), but is not limited thereto.
The light modulator 20 may include a spatial light modulator (SLM). In this case, the present disclosure may include a relay lens unit 210 that adjusts a size of an image transferred from the spatial light modulator to match the predetermined pixel size of the optical detection unit 30.
For example, referring to
As illustrated in
For example, the target image 100 is an optical image formed at a position of a camera port of a microscope and may be transferred to a surface of the light modulator 20 through the relay lens unit 210. In this case, the relay lens unit 210 may reduce or increase a size of the target image 100 by considering a size and modulation parameters of the light modulator 20.
For example, when the light modulator 20 is a spatial light modulator, the relay lens unit 210 may be arranged between the spatial light modulator and the first optical detector 301. In this case, the relay lens unit 210 may adjust an optical signal for each region-of-interest from the spatial light modulator to match pixel sizes of the first optical detector 301 to the third optical detector 303.
That is, the optical detection unit 30 may include a plurality of optical detector modules. For example, the plurality of optical detector modules may each be composed of the microlens array 310 and the second optical detector 302 and may detect sub-images divided from an image received through the microlens array 310. In another example, the optical detector module may be composed of the microlens array 310, the relay lens unit 210, and the third optical detector 303, adjust the sub-images divided through the microlens array 310 to sub-images with an appropriate size suitable for the size of the third optical detector 303 through the relay lens unit 210, and then detect the adjusted sub-images.
The display 40 may output a target image to allow a user to select a region-of-interest or output an optical signal received from the optical detection unit. A detailed description of the display 40 is described below.
Referring to
For example, as illustrated in
As illustrated in
For example, the pattern generator 10 may generate a binary image for each region-of-interest and fill a grating pattern in a white region of the binary image. In this case, the grating pattern may be filled with different directions and intervals of a grating constituting each white region. Accordingly, the pattern generator 10 may transfer regions of interest (respective image objects) filled with different patterns to the light modulator 20, and the light modulator 20 may selectively separate optical paths of the respective regions of interest (respective image objects).
For example, referring to
For example, as illustrated in
Similarly, as illustrated in
In an object ‘E’ having an upward (12 o'clock clockwise) diffraction direction and an object ‘I’ having a downward (6 o'clock clockwise) diffraction direction, a pattern unit of the object ‘E’ may be arranged on an upper side in which a direction of a straight line (black) with the lowest brightness among the three straight lines is the same as the diffraction direction of the object ‘E’, and a pattern unit of the object ‘I’ may be arranged on a lower side in which a direction of a straight line (black) with the lowest brightness among the three straight lines is the same as the diffraction direction of the object ‘I’.
In an object ‘S’ having an left (9 o'clock clockwise) diffraction direction and an object ‘O’ having a right (6 o'clock clockwise) diffraction direction, a pattern unit of the object ‘S’ may be arranged on the left side in which a direction of a straight line (black) with the lowest brightness among the three straight lines is the same as the diffraction direction of the object ‘S’, and a pattern unit of the object ‘O’ may be arranged on the right side in which a direction of a straight line (black) with the lowest brightness among the three straight lines is the same as the diffraction direction of the object ‘O’.
As illustrated in
For example, in order to compare the optical detection performance of microscope of the present disclosure with the optical detection performance of the known microscope, an optical signal of each region-of-interest was detected by using an optical setup including the light modulator 20 composed of a digital micro reflective indicator and the optical detection unit 30 composed of a photomultiplier tube (PMT) device. As illustrated in
As illustrated in
According to the present disclosure,
In another embodiment, when four regions of interest are selected from a target image as illustrated in
Hereinafter, descriptions of the same configurations among the configurations illustrated in
Referring to
In step S110, the pattern generator 10 distinguishes a specific pattern by differently setting directions, intervals, and colors of grating patterns for each region-of-interest, and also control a movement direction of each image object corresponding to each region-of-interest. In addition, the pattern generator 10 may convert an image resolution, a size, a position, and a direction such that coordinates of the regions of interest output by the display 40 match specific coordinates of the region-of-interest received by the light modulator 20. For example, the light modulator 30 may be a spatial light modulator, and may include a phase only spatial light modulator (SLM) that modulates an optical phase, and a digital micromirror device (DMD) that may control an optical phase for each pixel, and may further include a relay lens unit for adjusting a size of a divided image from the spatial light modulator to match a predetermined size of a pixel of an optical detection unit.
A step of outputting a target image by the display 40 such that a user selects a region-of-interest may be provided before step S110.
After step S130, the display 40 may output an optical signal received from the optical detection unit 30, and the pattern generator 10 may display, on the display 40, the entire object screen which outputs all objects corresponding to each region-of-interest through the display 40 and divided screens in a direction coincident with a movement direction of each object based on the entire object screen.
One embodiment of the present disclosure may be implemented in the form of a recording medium including instructions executable by a computer, such as a program module executed by a computer. A computer readable medium may be any available medium that may be accessed by a computer and includes both volatile and nonvolatile media, removable and non-removable media. Also, the computer readable medium may include a computer storage medium. A computer storage medium includes both volatile and nonvolatile media and removable and non-removable media implemented by any method or technology for storing information, such as computer readable instructions, data structures, program modules or other data.
Although the method and systems of the present disclosure are described with reference to specific embodiments, some or all of their components or operations may be implemented by using a computer system having a general-purpose hardware architecture.
The above description of the present disclosure is for illustrative purposes, and those skilled in the art to which the present disclosure belongs will understand that the present disclosure may be easily modified into another specific form without changing the technical idea or essential features of the present disclosure. Therefore, the embodiments described above should be understood as illustrative in all respects and not limiting. For example, each component described as a single type may be implemented in a distributed manner, and likewise, components described as distributed may be implemented in a combined form.
The scope of the present disclosure is indicated by the following claims rather than the detailed description above, and the meaning and scope of the claims and all changes or modifications derived from the equivalent concepts should be interpreted as being included in the scope of the present disclosure.
Number | Date | Country | Kind |
---|---|---|---|
10-2022-0116427 | Sep 2022 | KR | national |