The present invention relates to methods and apparatus for multi mode inspection of an article such as a semiconductor wafer or reticle.
State of the art methods and apparatus for inspection of an article such as a semiconductor wafer or reticle or printed circuit board (PCB) are described in the following patent documents: U.S. Pat. No. 6,816,249; U.S. Pat. No. 6,288,780; U.S. Pat. No. 5,116,479; published US Application No. 2004/0027688. The disclosures of all publications mentioned in the specification and of the publications cited therein are hereby incorporated by reference.
When inspecting semi conductor wafer, reticles, or PCBs, different modes of illumination such as bright field (BF) reflection mode, dark field (DF) reflection mode or bright field and dark field transmissive mode, add more information with which different type of defects can be detected. Many types of defects are seen more clearly in one illumination mode. For example small change in dielectric transparent layer thickness have a large effect on the reflected bright field signal due to thin layer effect, but yield very low dark field scattering signal due to low edge profile.
In other cases certain types of defects are considered to have only nuisance value, since they have no effect on the product function or production yield, while other defects are considered ‘killer defects’ since they have a large effect on the product function or production yield. Many times these two types of defects yield different signals in different modes of illumination. Therefore by combining the information obtained from various illumination modes, one can filter out nuisance defects from real defects and more generally, differentially weight defects yielded by various different modes of inspection.
It is very useful to analyze all the information from an inspected object together, to yield better detection, rather than to inspect the object first in one mode, detecting all relevant defects and then to inspect in another mode, detecting more defects and then process the information.
One example of the use of the combined information is to filter out metal grains. DF inspection is very sensitive to small particles, but is also sensitive to metal grains on metal surfaces, which usually are considered to have only nuisance value. DF images usually do not provide good segmentation data to differentiate between the different features on the wafer. Therefore, it is very hard to know if a defect lay on top of metal line or on a dielectric surface. The BF image usually enables differentiation between a metal line and dielectric due to the difference in image gray level. Thus the BF image can provide the segmentation data, showing if the defect is located on a metal line or not. If the defect found in DF is located on a metal line it is suspected to be metal grain and may be filtered out of the defect list.
To be able to process all the information together one should either store all the data from one inspection and use it when the next inspection data is available or generate more than one imaging mode data simultaneously. The first option is not realistic due to the very high volume of memory required and the other option complicates the inspection tool, since it involves having at least two parallel imaging devices operating at the same time.
The present invention seeks to provide at least two operationally simple imaging modes.
There is thus provided, in accordance with a preferred embodiment of the present invention, an inspection system for inspecting an object, the system comprising an illuminator including at least one pulsed light source; a detector assembly; and a relative motion provider operative to provide motion of the object relative to the detector assembly, along an axis of motion; the detector assembly comprising a plurality of 2-dimensional detector units whose active areas are arranged at intervals, wherein preferably, each detector has a dimension d along the axis of motion, and the interval between each pair of adjacent detectors is other than overhead an even integer multiple of d. It is appreciated that the detectors may have an interval between them which is somewhat smaller than an even integer multiple of d, in which case a certain amount of overhead or overlap is provided.
Further in accordance with a preferred embodiment of the present invention, the illuminator operates in a dark-field illumination mode.
Still further in accordance with a preferred embodiment of the present invention, the illuminator operates in a bright-field illumination mode.
Further in accordance with a preferred embodiment of the present invention, the illuminator selectively provides at least one mode of illumination according to an illumination schedule and the relative motion provider provides motion of the object relative to the detector assembly according to a motion schedule, and the motion schedule and the illumination schedule are selected to provide images of the entirety of the object, in at least one mode of illumination. Also provided in accordance with another preferred embodiment of the present invention, is an inspection system for inspecting an object, the system comprising an illuminator, including at least one pulsed light source, selectively providing at least one mode, and optionally a plurality of modes, of illumination according to an illumination schedule; a detector assembly; and a relative motion provider operative to provide motion of the object relative to the detector assembly, along an axis of motion, at a velocity v; the detector assembly comprising a plurality (n) of 2-dimensional detector units each having an active area, wherein detector units disposed adjacently along the axis of motion provide a linear sequence of adjoining active detector areas along the axis of motion, and wherein the velocity v and the illumination schedule are selected to provide images of the entirety of the object, in a particular illumination mode or in each the plurality of modes of illumination.
Further in accordance with a preferred embodiment of the present invention, said at least one light source operates in a plurality of modes of illumination.
Still further in accordance with a preferred embodiment of the present invention, the illumination schedule comprises alternation of the plurality of modes of illumination.
Additionally in accordance with a preferred embodiment of the present invention, the illumination schedule comprises a sequence of pulses wherein exactly one of the at least one light sources operates per pulse, in a predetermined order.
Further in accordance with a preferred embodiment of the present invention, the detector assembly comprises a single detector and the plurality of 2-dimensional detector units comprise equal-sized portions of the single detector defined in a linear sequence along the axis of motion.
Still further in accordance with a preferred embodiment of the present invention, each such detector unit comprises a separate detector.
Further in accordance with a preferred embodiment of the present invention, the system comprises electronic memory for storing images of portions of the object detected by the detector assembly; and an image combiner operative to combine a plurality of images generated by the plurality of illumination modes respectively, of a specific portion of the object; wherein the electronic memory is operative to allow images of first object portions to override images of second object portions which have already been processed by the image combiner.
Additionally in accordance with a preferred embodiment of the present invention, the illuminator comprises a single light source directed, according to the illumination schedule, toward a plurality of illumination optics corresponding to the plurality of illumination modes respectively.
Further in accordance with a preferred embodiment of the present invention, the at least one light source comprises a plurality of light sources.
Further in accordance with a preferred embodiment of the present invention, the plurality of modes of illumination include at least one dark mode.
Still further in accordance with a preferred embodiment of the present invention, the plurality of modes of illumination include at least one bright mode.
Additionally in accordance with a preferred embodiment of the present invention, the plurality of modes of illumination include a plurality of dark modes differing in their polarizations.
Still further in accordance with a preferred embodiment of the present invention, the plurality of modes of illumination include at least one transmissive illumination mode.
Additionally in accordance with a preferred embodiment of the present invention, the plurality of modes of illumination include at least one reflective mode.
Also provided, in accordance with another preferred embodiment of the present invention, is a method for inspecting a microscopic object, the method comprising: providing a first plurality of 2-dimensional detector units which define a corresponding first plurality of fields of view; providing motion of the object relative to the first plurality of detector units in accordance with a motion schedule and in a selected motion pattern; providing at least one pulsed illumination mode; and selecting a pulsed illumination schedule according to which the first plurality of fields of view are illuminated in at least one illumination mode and arranging the first plurality of detector units, so as to provide complete coverage of the object as illuminated in the at least one illumination mode.
Further in accordance with a preferred embodiment of the present invention, a second plurality of illumination modes is provided and the illumination schedule is selected such that the first plurality of fields of view is illuminated in individual ones of the second plurality of illumination modes at various times within the course of a single pass over the object, and wherein the first plurality of detector units is arranged and the illumination schedule selected, so as to provide complete coverage of the object as illuminated in each of the second plurality of illumination modes, in the course of the single pass over the object.
Still further in accordance with a preferred embodiment of the present invention, the selected motion pattern typically comprises a snake path up and down imaginary slices defined along the object.
Further in accordance with a preferred embodiment of the present invention, the complete coverage of the object comprises information yielded by each of the second plurality of illumination modes and wherein the method also comprises combining local information yielded by at least two of the second plurality of illumination modes, thereby to generate combined information regarding individual object locations.
Still further in accordance with a preferred embodiment of the present invention, the method also comprises using the combined information to filter out nuisance defects and retain real defects.
Further in accordance with a preferred embodiment of the present invention, the method also comprises using the combined information to filter out metal grains.
Still further in accordance with a preferred embodiment of the present invention, the plurality of 2-dimensional detector units is arranged in at least one column disposed along the axis of motion.
Further in accordance with a preferred embodiment of the present invention, the at least one column comprises a single column or alternatively a plurality of columns.
Further in accordance with a preferred embodiment of the present invention, the at least one illumination mode comprises a single pulsed illumination mode or a plurality of illumination modes.
Still further in accordance with a preferred embodiment of the present invention, the plurality of illumination modes includes first and second illumination modes and at least one first threshold value is used to filter candidate defects thereby to generate a first defect list from images generated in the first illumination mode and at least one second threshold value is used to filter candidates defects thereby to generate a second defect list from images generated in the second illumination mode and wherein at least one first threshold value used in at least a first image portion is determined at least partly by information characterizing the at least one first image portion as illuminated in the second illumination mode, and wherein at least one second threshold value used in at least a second image portion is determined at least partly by information characterizing, the at least one second image portion as illuminated in the first illumination mode.
Further in accordance with a preferred embodiment of the present invention, the detector assembly generates an output representing the object, and the system also comprises a first inspection channel using a first illumination mode and identifying defects in the output of the detector assembly using a first, location dependent, detection sensitivity function and a second inspection channel using a second illumination mode and identifying defects in the output of the detector assembly using a second, location dependent, detection sensitivity function, wherein the first function is at least partly determined by the second channel and wherein the second function is at least partly determined by the first channel.
Also provided, in accordance with another preferred embodiment of the present invention, is a multi-mode inspection system comprising: a first inspection channel using a first illumination mode and identifying defects using a first, location dependent, detection sensitivity function; and a second inspection channel using a second illumination mode and identifying defects using a second, location dependent, detection sensitivity function; wherein the first function is at least partly determined by the second channel and wherein the second function is at least partly determined by the first channel.
According to a preferred embodiment of the present invention, at least one of the first and second functions comprises a die-to-die comparison based function.
According to a preferred embodiment of the present invention, at least one of the first and second functions comprises a cell-to-cell comparison based function.
According to a preferred embodiment of the present invention, at least one of the first and second functions comprises a die-to-multidie comparison based function.
According to a preferred embodiment of the present invention, the detector assembly generates an output representing the object, the system also comprising, a defect detector operative to detect defects in the output of the detector assembly. The defect detector may be based on a die to die comparison process and/or a cell to cell comparison process and/or a die to multi-die comparison process.
Further in accordance with a preferred embodiment of the present invention, the even integer multiple of d is 2Md and wherein the pulsed light source is triggered to provide a pulse each time the object travels, relative to the detector assembly, a distance of 2M times the field of view extended by each of the plurality of 2-dimensional detector units.
Also provided, in accordance with another preferred embodiment of the present invention, is an inspection method for inspecting an object, the method comprising providing an illuminator including at least one pulsed light source and a detector assembly comprising a plurality of 2-dimensional detector units whose active areas are arranged at intervals and providing motion of the object relative to the detector assembly, along an axis of motion.
Further in accordance with a preferred embodiment of the present invention, the method comprises employing the illuminator to provide at least one mode of illumination according to an illumination schedule, wherein motion of the object relative to the detector assembly is provided according to a motion schedule and the method also comprises selecting the motion schedule and the illumination schedule to provide images of the entirety of the object in at least one mode of illumination.
Further in accordance with a preferred embodiment of the present invention, at least one mode of illumination comprises a plurality of modes of illumination and the motion schedule and the illumination schedule are selected to provide images of the entirety of the object, in each of the plurality of modes of illumination.
The term “FOV” (field of view) is used herein to mean a portion of an inspected object which is visible to a detector.
It is appreciated that the present invention is applicable to substantially any type of two-dimensional detector array including but not limited to CCDs and CMOSs and specific references to CCDs are generally understood to be merely by way of example.
The present invention will be understood and appreciated from the following detailed description, taken in conjunction with the drawings in which:
One preferred embodiment of the present invention typically employs a short pulsed illumination system such as that described in U.S. Pat. No. 6,693,664 to Neumann, assigned to Negevtech, Rehovot, Israel. The short pulse illuminating system typically illuminates the object with repetitive light pulses, while the inspected objects travels at a continuous velocity. The pulsed light source is synchronized with the object moving mechanism in such a way that each time the object travels a distance that is approximately equal to the imaging field of view size, a pulse of light is triggered and an image is acquired.
A detection field of view may be split into two parts in such a way that when properly synchronized with the object motion speed and the pulse of the light source, a feature on the object is imaged first on the first portion of the detector and in a successive pulse is imaged on the second portion of the detector. Thus each feature on the inspected wafer or reticle is imaged twice.
The modes of illumination are now chosen in such a way that the first pulse will be in one mode (for instance BF) and that the second pulse will be in a second mode (for instance DF). In this way each feature is scanned in both modes of illumination. One can extend this to more than two illumination modes.
The object motion is relative to the imaging device and can be accomplished either with the motion of the object or of the imaging, device. Detector A and B may be two parts of the same 2 dimensional detector.
In the above description the active areas of the detectors covering the FOV (field of view) are adjacent to each other as described in U.S. Pat. No. 6,693,664, but alternatively, the two detectors can be separated by a distance equal to twice the dimension of the CCD in the direction of the motion as seen in
The sequence of the illumination pulses is such that the two types of illuminations alternate from pulse to pulse. In this way a feature that is being imaged by the first pulse by the first illumination mode (t1) is imaged by the fourth pulse by the second illumination mode (t4). When the two detectors are separated by a certain gap one can synchronize the object motion speed and the pulse timing so that a full inspection area without any gaps will take place. For instance if one uses two 2 dimensional detectors positioned in the image plane so that the distance between them in the axis of the object motion is twice the size of the detector in this dimension as shown in
Another possible embodiment for two illumination modes in one scan is to illuminate part of the field of view with one mode of illumination and the other part of the field of view with another mode of illumination per each pulse of light.
Typically, detector A in
The illumination system can be based on two pulsed light sources such as two ND YAG Q switched lasers, one generating light for the first illumination mode and the second generating light for the second illumination mode. Both lasers are synchronized to trigger a laser pulse one after the other, operatively timed with respect to the object motions. Alternatively, the illumination system may be based on one light source such as an ND YAG Q-switched laser and a beam splitter that divide the light between the first and second illumination modes.
The illumination system can be based on one light source such as an ND YAG Q switched laser and an optical switch delivering the beam first to the first illumination system and subsequently to the second illumination mirror and so forth. This switch may comprise a mirror directing the beam of light each time to the appropriate illumination system. Alternatively, the switch may comprise an acousto-optic deflector.
The example embodiments shown and described herein are now summarized and preferred embodiments are described:
Each light source may comprise an ND YAG Q-switched laser using 2nd or 3rd or 4th harmonics generation, emitting light in the visible or UV and DUV spectral range. Yet another possible light source is an Excimer laser emitting light in 351 nm or 248 nm or 193 nm.
Second and third illumination pulses are provided by an illumination source at times t2 and t3 respectively. The three illumination pulses may or may not be provided by a single illumination source. The first and third illumination pulses provide a first mode of illumination as indicated by hatching. The second illumination pulse provide a second mode of illumination as indicated by dotting. More generally, the first and second modes of illumination may alternate, e.g. odd pulses may be provided in the first illumination mode and even pulses may be provided in the second illumination mode.
Due to appropriate selection of the velocity of relative object-detector motion, t2 is the time at which detector B sees what detector A saw at time t1, t3 is the time at which detector B sees what detector A saw at time t2. It is appreciated that A and B may be two separate detectors whose active areas are adjacent. e.g. as described in coassigned U.S. Pat. No. 6,6936,64, or A and B may be two adjacent portions of the same detector. It is appreciated that different illumination modes may be employed at different times. In the illustrated example, a first illumination mode, such as a bright field illumination mode, may alternate with a second illumination mode, such as a dark field illumination mode. As shown, at times t1 and t3, a bright field illumination pulse is employed whereas at time t2 a dark field illumination pulse is employed. If this pattern continues. i.e. a bright field illumination pulse for all odd-numbered pulses and a dark field illumination pulse at all even-numbered pulse, the result will be that individual object portions are illuminated first in bright field and then in dark field, and object portions adjoining these are illuminated first in dark field and then in bright field. Thus, a single pulse of dark field illumination may serve as the second pulse to illuminate one object portion and the first pulse to illuminate a neighboring object portion.
In the inspection scheme of
A particular advantage of the above-described preferred embodiment of the present invention is that each object portion is imaged twice, first in a first illumination mode and subsequently, almost immediately, in a second illumination mode. This allows information regarding each object portion yielded by all of the two or more illumination modes to be combined almost immediately. Therefore, at any given time, very little information needs to be stored since information regarding each individual object portion can be discarded as soon as the information combining process has been completed for that object portion. i.e. almost immediately. For example, if the inspection rate is 30 frames per second, the above information can be discarded after some tens of milliseconds.
The two respective illumination modes can be provided by two separate illumination systems 110 and 120 as shown in
The velocity of the object-detector relative motion is typically selected to provide a between-pulse distance which is half of the length, along the axis of motion, of the object portion imaged by the detector.
A “slice” is defined as the portion of an object that is imaged in the course of a full length sweep of motion of the object relative to the detector. The length of each slice is typically the length of the sweep of motion of the object relative to the detector and the width of each slice is typically the width of the field of view of the detector. The image of an object may comprise the concatenation of the images of a plurality of slices which cover or partition the object.
When using the above example imaging process, there is defined, in each slice, a sequence of FOV-sized object portions along the axis of motion of the object vs. the detectors ({p1, p2, p3, . . . }, e.g. as shown in
It is appreciated that similarly, an imaging process may be employed in which three or more generally n illumination modes may be employed. In this case, the detector subsystem comprises a linear sequence, arranged along the axis of object-detector relative motion, of n adjacent detectors or detector portions. If n=3 then once again there is defined, in each slice, a sequence of FOV-sized object portions along the axis of motion of the object vs. the detectors {p1, p2, p3, . . . }.
Object portions in the subsequence {p1, p4, p7, . . . } are imaged first in the first illumination mode and substantially immediately afterward in the second and then third illumination modes. Object portions in the subsequence {p2, p5, p8, . . . } are imaged first in the second illumination mode, then in the third illumination mode and finally in the first illumination mode. Object portions in the subsequent {p3, p6, p9, . . . } are imaged first in the third illumination mode, then in the first illumination mode and finally in the second illumination mode. n similar subsequences may be defined for the more (general case n. The velocity of the object-detector relative motion is selected to provide a between-pulse distance which is 1/n of the length, along the axis of motion, of the object portion imaged by the detector. The distance between slices is the dimensions along an axis perpendicular to the axis of motion, of the object portion imaged by the detector, irrespective of the number of illumination modes employed.
The present invention is suitable for implementing pulsed, 2D-detector inspection processes using any suitable number and type of illumination modes. For example, illumination modes may include a plurality of dark field illumination modes having different respective polarizations. Also, reflective (bright field or dark field) illumination modes may be employed, as well as a transmissive illumination mode.
As described above, to implement n inspection modes, n detectors with adjoining active areas may be employed, arranged in a linear sequence along the axis of relative object-detector motion. Alternatively, as shown in
In the example illustrated in
The embodiment of
In the embodiment of
Reference is now made to
Optionally, the apparatus of
Images generated by the detector assembly 105 are typically stored in memory, including images 124 illuminated in the first mode of illumination and images 126 illuminated in the second mode of illumination. The information from the various modes or inspection is combined by an image information combiner 128 and the system's output comprises images of each portion of the object to be inspected, including both first illumination mode information and second illumination mode information. Typically, as described in detail below, combination of image information comprises defect detection sensitivity computation, computed for each illumination mode separately, based on information arriving from the other illumination mode/s.
The single illumination source 136 is directed alternatively, e.g. by a rotating mirror 140 actuated by optical switch driver 170, to first illumination optics 150 providing, the first mode of illumination or to second illumination optics 160 providing the second mode of illumination. The illumination generated is thereby routed, at alternative pulses, through the first and second illumination optics 150 and 160 respectively.
Reference is now made to
According to a first embodiment of the present invention, described above with reference to
It is appreciated that the fields of view illustrated in
Reference is now made to
A BF threshold parameter computation unit 310 accepts DF information and computes therefrom, parameters, e.g. edge-related parameters, which are pertinent to determination of the threshold of defect detection for the BF inspection process. A BF threshold computer 320 accepts threshold parameters from BF threshold parameter computation unit 110 and BF images and uses this information to compute a threshold to govern BF defect detection performed by unit 330, thereby to yield a BF defect list. A DF threshold computer 340 accepts threshold parameters from DF threshold parameter computation unit 300 and DF images and uses this information to compute a threshold to govern DF defect detection performed by unit 350, thereby to yield a DF defect list. The defect detection processes performed by units 330 and 350 may for example be based on die to die comparison methods, die to multi-die comparison methods or cell to cell comparison methods. Suitable defect detection methods are known in the art and also are described in coassigned U.S. patent application Ser. No. 11/069,712, entitled “Method and apparatus for detecting defects in wafers” and in coassigned U.S. patent application Ser. No. 11/068,711 entitled “Method and apparatus for detecting defects in wafers including alignment of the wafer images so as to induce the same smear in all images”, both filed 28 Feb. 2005, both incorporated herein by reference.
The apparatus of
Another example of advantageous use of information flowing in from one mode of inspection to affect selection of defect detection threshold for another mode of inspection, as shown in
Generally, an array of detector active areas designed to simultaneously scan an object slice n active areas wide, may comprise a first group, I, of non-adjacent active areas entirely covering the slice a first time, and a second group II, of non-adjacent active areas, entirely covering the slice a second time, and spaced an even number of active areas behind the first group, along the direction of motion of the object relative to the detector. The even number of active areas separating the first group from the second group ensures that an intermittent pulse schedule, including a sequence of first illumination mode pulses at times t0, t2, t4, . . . interspersed with a sequence of second mode pulses at times t1, t3, t5, . . . will result in the entire slice beings covered in both illumination modes.
In
A particular advantage of a preferred embodiment of the present invention is that the detector assembly may comprise detectors which do not “look at” adjacent areas, preferably including even diagonally adjacent areas, thereby obviating much of the mechanical and optical apparatus of co-assigned U.S. Pat. No. 6,694,664 to Neumann, but nonetheless still providing high throughput.
Preferred embodiments of the present invention are particularly suited for applications in which it is desirable for different portions of an object to be inspected in different illumination modes. For example, in DRAM wafer inspection, the DRAM array portion of the die may best be inspected in dark mode, whereas the peripheral area of the die may best be inspected in bright mode.
It is appreciated that the software components of the present invention may, if desired, be implemented in ROM (read-only memory) form. The software components may, generally, be implemented in hardware, if desired, using conventional techniques.
It is appreciated that various features of the invention which are, for clarity, described in the contexts of separate embodiments may also be provided in combination in a single embodiment. Conversely, various features of the invention which are, for brevity, described in the context of a single embodiment may also be provided separately or in any suitable subcombination.
It will be appreciated by persons skilled in the art that the present invention is not limited by what has been particularly shown and described hereinabove. Rather the scope of the present invention includes both combinations and subcombinations of the various features described hereinabove as well as variations and modifications which would occur to persons skilled in the alt upon reading the specification and which are not in the prior art.
This application claims priority of U.S. Ser. No. 60/587,675.
Number | Date | Country | |
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60587675 | Jul 2004 | US |
Number | Date | Country | |
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Parent | 11895204 | Aug 2007 | US |
Child | 12316302 | US | |
Parent | 11176844 | Jul 2005 | US |
Child | 11895204 | US |