Substrate inspection method, substrate treatment system, and computer storage medium

A substrate inspection method in a substrate treatment system comprising a plurality of treatment apparatuses each performing a predetermined treatment on a substrate, the substrate inspection method comprising:

• imaging a surface of a substrate before being treated in the treatment apparatuses to acquire a first substrate image;
• extracting a predetermined feature amount from the first substrate image, wherein the predetermined feature amount is a pixel value of the first substrate image;
• selecting an inspection recipe corresponding to the feature amount extracted from the first substrate image, from a storage unit in which are stored a plurality of inspection recipes, each set corresponding to the feature amount in a different predetermined range of pixel values;
• imaging the surface of the substrate after being treated in the treatment apparatuses to acquire a second substrate image;
• determining presence or absence of a defect of the substrate, based on the selected inspection recipe and the second substrate image;
• generating a difference image between the first substrate image and the second substrate image corresponding to the first substrate image;
• saving the first substrate image, the second substrate image, and the difference image in an image save unit when an inspection recipe corresponding to the feature amount of the first substrate image does not exist in the storage unit;
• classifying a plurality of the first substrate images saved in the image save unit into a plurality of groups, based on the feature amounts of the first substrate images;
• combining a plurality of the difference images corresponding to the plurality of first substrate images classified into each of the groups to generate a reference image being a reference of defect inspection;
• and
• generating an inspection recipe based on the generated reference image and storing the generated inspection recipe in the storage unit,
• wherein the determination of the presence or absence of a defect of the substrate is performed based on the selected inspection recipe which is predetermined and the difference image,
• wherein the inspection recipe stored in the storage unit is for determining the presence or absence of a defect of the substrate based on the difference image,
• wherein the determination of the presence or absence of a defect of the substrate is performed based on a predetermined inspection recipe and the difference image.

A substrate treatment system comprising a plurality of treatment apparatuses each performing a predetermined treatment on a substrate, the substrate treatment system comprising:

• a first imaging apparatus which images a surface of a substrate before being treated in the treatment apparatuses to acquire a first substrate image;
• a processor configured to
• extract a predetermined feature amount from the first substrate image, wherein the predetermined feature amount is a pixel value of the first substrate image;
• store, in a storage, a plurality of inspection recipes, each set corresponding to the feature amount in a different predetermined range of pixel values;
• select an inspection recipe corresponding to the feature amount extracted by the processor, from the inspection recipes stored in the storage;
• and
• an inspection apparatus comprising a second imaging apparatus which images the surface of the substrate after being treated in the treatment apparatuses to acquire a second substrate image, based on the selected inspection recipe;
• the processor is further configured to
• determine presence or absence of a defect in the second substrate image;
• save, in an image save memory, a plurality of the first substrate image and the second substrate image;
• classify the first substrate images saved in the image save memory into a plurality of groups, based on the feature amount extracted by the processor;
• combine a plurality of the second substrate images corresponding to a plurality of the first substrate images classified into each of the groups to generate a reference image being a reference of defect inspection;
• and
• generate an inspection recipe based on the reference image generated by the processor and store the generated inspection recipe in the storage.

A substrate treatment system comprising a plurality of treatment apparatuses each performing a predetermined treatment on a substrate, the substrate treatment system comprising:

• a first imaging apparatus which images a surface of a substrate before being treated in the treatment apparatuses to acquire a first substrate image;
• a processor configured to
• extract a predetermined feature amount from the first substrate image, wherein the predetermined feature amount is a pixel value of the first substrate image;
• store, in a storage, a plurality of inspection recipes, each set corresponding to the feature amount in a different predetermined range of pixel values;
• select an inspection recipe corresponding to the feature amount extracted by the processor, from the inspection recipes stored in the storage;
• and
• an inspection apparatus comprising a second imaging apparatus which images the surface of the substrate after being treated in the treatment apparatuses to acquire a second substrate image, based on the selected inspection recipe;
• the processor is further configured to
• determine presence or absence of a defect in the second substrate image;
• generate a difference image between the first substrate image and the second substrate image corresponding to the first substrate image;
• save, in an image save memory, the first substrate image, the second substrate image, and the difference image;
• classify a plurality of the first substrate image saved in the image save memory into a plurality of groups, based on the feature amount extracted by the processor;
• combine a plurality of the difference images corresponding to a plurality of the first substrate images classified into each of the groups to generate a reference image being a reference of defect inspection;
• and
• generate an inspection recipe based on the reference image generated by the processor and store the generated inspection recipe in the storage,
• wherein the processor is further configured to determine the presence or absence of a defect of the substrate, based on the difference image corresponding to the second substrate image.

A computer-readable non-transitory storage medium storing a program running on a computer of a control unit which controls a substrate treatment system to cause the substrate treatment system to perform a substrate inspection method in the substrate treatment system, the substrate treatment system comprising a plurality of treatment apparatuses each performing a predetermined treatment on a substrate,

• the substrate inspection method comprising:
• imaging a surface of a substrate before being treated in the treatment apparatuses to acquire a first substrate image;
• extracting a predetermined feature amount from the first substrate image, wherein the predetermined feature amount is a pixel value of the first substrate image;
• selecting an inspection recipe corresponding to the feature amount extracted from the first substrate image, from a storage unit in which are stored a plurality of inspection recipes each set corresponding to the feature amount in a different predetermined range of pixel values;
• imaging the surface of the substrate after being treated in the treatment apparatuses to acquire a second substrate image;
• and
• determining presence or absence of a defect of the substrate, based on the selected inspection recipe and the second substrate image,
• wherein the first substrate image and the second substrate image are saved in an image save unit when an inspection recipe corresponding to the feature amount of the first substrate image does not exist in the storage unit,
• wherein a plurality of the first substrate images saved in the image save unit are classified into a plurality of groups, based on the feature amounts of the first substrate images,
• wherein a plurality of the second substrate images corresponding to the plurality of first substrate images classified into each of the groups are combined to generate a reference image being a reference of defect inspection,
• wherein an inspection recipe is generated based on the generated reference image and the generated inspection recipe is stored in the storage unit, and
• wherein the determination of the presence or absence of a defect of the substrate is performed based on a predetermined inspection recipe and the second substrate image.

A computer-readable non-transitory storage medium storing a program running on a computer of a control unit which controls a substrate treatment system to cause the substrate treatment system to perform a substrate inspection method in the substrate treatment system, the substrate treatment system comprising a plurality of treatment apparatuses each performing a predetermined treatment on a substrate,

• the substrate inspection method comprising:
• imaging a surface of a substrate before being treated in the treatment apparatuses to acquire a first substrate image;
• extracting a predetermined feature amount from the first substrate image, wherein the predetermined feature amount is a pixel value of the first substrate image;
• selecting an inspection recipe corresponding to the feature amount extracted from the first substrate image, from a storage unit in which are stored a plurality of inspection recipes each set corresponding to the feature amount in a different predetermined range of pixel values;
• imaging the surface of the substrate after being treated in the treatment apparatuses to acquire a second substrate image;
• and
• determining presence or absence of a defect of the substrate, based on the selected inspection recipe and the second substrate image,
• wherein a difference image between the first substrate image and the second substrate image corresponding to the first substrate image is generated,
• wherein the determination of the presence or absence of a defect of the substrate is performed based on the selected inspection recipe and the difference image,
• wherein the inspection recipe stored in the storage unit is for determining the presence or absence of a defect of the substrate based on the difference image,
• wherein the first substrate image, the second substrate image, and the difference image are saved in an image save unit when an inspection recipe corresponding to the feature amount of the first substrate image does not exist in the storage unit,
• wherein a plurality of the first substrate images saved in the image save unit are classified into a plurality of groups, based on the feature amounts of the first substrate images,
• wherein a plurality of the difference images corresponding to the plurality of first substrate images classified into each of the groups are combined to generate a reference image being a reference of defect inspection,
• wherein an inspection recipe is generated based on the generated reference image and the generated inspection recipe is stored in the storage unit, and
• wherein the determination of the presence or absence of a defect of the substrate is performed based on a predetermined inspection recipe and the difference image.