Method and apparatus for inspection of specular, three-dimensional features

• US 5,058,178 A
• Filed: 12/21/1989
• Issued: 10/15/1991
• Est. Priority Date: 12/21/1989
• Status: Expired due to Fees

• Current Assignee: American Telephone & Telegraph Company (AT&T, Inc.), Bell Telephone Laboratories, Inc. (Nokia Corporation)
• Original Assignee: AT&T, Inc.
• Inventors: Ray, Rajarshi
• Primary Examiner(s): Boudreau, Leo H.
• Assistant Examiner(s): Fox, David
• Application Number:
  US07/454,210
• Time in Patent Office: 663 Days
• Field of Search: 358/106, 356/237, 382/8
• US Class Current: 382/150
• CPC Class Codes: G01N 2021/8825 Separate detection of dark field and bright field
• CPC Class Codes: G01N 2021/8867 using sequentially two or more inspection runs, e.g. coarse and fine, or detecting then analysing
• CPC Class Codes: G01N 2021/8887 based on image processing techniques
• CPC Class Codes: G01N 2021/95661 for leads, e.g. position, curvature
• CPC Class Codes: G01N 21/95684 Patterns showing highly reflecting parts, e.g. metallic elements
• CPC Class Codes: G01N 2201/102 Video camera
• CPC Class Codes: G06T 2207/30152 Solder
• CPC Class Codes: G06T 7/0006 using a design-rule based approach

Abstract

Defective or missing solder bumps (18) on a surface (13) of an article (10) such as a chip carrier are detected by first illuminating the surface with dark field illumination. Next, the image of the surface of the article is captured, typically by a television camera (30). The captured image is processed to detect defects by first creating a window (57) in the image about each group of solder bumps and then creating a bounding box (58) about each bump in each window. Each of a set of attributes, including: the number, size and location of the windows, the size location and number of boxes in each window, and the dimensions, shape and brightness of the image in each box, is measured. The value of each attribute is compared to a reference value, representing the value of the attribute when no defects are present. If the attribute differs by more than a predetermined tolerance for its reference value, than a particular defect is prevent. Verification of certain defects may be accomplished by repeating the above-described process using bright field illumination.

Claims

1. A method for inspecting an article to detect missing and defective specular, topographical features on its surface and deformations in the topology of such features comprising the steps of:

(a) illuminating the surface of the article with a first light directed at an acute angle to the surface from all of the sides thereof;

(b) capturing the image of the surface;

(c) creating a window within the image about each group of specular, topographical features and subsequently creating a bounding box about each topographical feature within each window;

(d) measuring the value of each of a first predetermined set of attributes associated with the windows, the boxes within the windows, and the feature inside each box;

(e) comparing the measured value of each first attribute to a separate one of a set of reference values, each representing the value of the corresponding first attribute when no defect, such as a missing or deformed feature, is present, and identifying the existence of a particular type of defect when the established value of a separate one of the first attributes differs from its associated reference value by more than a predetermined tolerance.

2. The method according to claim 1 further including the step of automatically confirming whether each of several particular types of defects is indeed present.

3. The method according to claim 2 wherein the confirmation step includes the steps of:

(a) extinguishing the first light and directing a second light at the substrate to strike the surface substantially normal thereto;

(b) capturing the image of the surface;

(c) creating a window about each group of specular, topographical features, and subsequently creating a bounding box about each feature within each window;

(d) measuring the value of each of a second set of predetermined attributes associated with the windows, the bounding boxes, and the feature inside each box; and

(e) comparing the measured value of each second attribute to a separate one of a second set of reference values, each representing the value of a separate one of the second attributes when no defect is present, and verifying that a particular defect is indeed present when the measured value of the second attribute differs by more than a predetermined tolerance from the corresponding reference value.

4. The method according to claim 1 wherein the first set of predetermined attributes which are measured include:

(a) the location, number and size of the windows;

(b), the location, number and size of bounding boxes within each window, and (c), the shape, dimensions and brightness of the feature in each box.

5. The method according to claim 3 wherein the second set of predetermined attributes that are measured includes:

(a) the number, location and size of bounding boxes within each window and (b) the shape, dimensions and brightness of the feature inside each box.

6. The method according to claim 1 wherein the specular, topographical features on the surface of the article are arranged in separate linear arrays and wherein a window is established within the image of the surface about each linear array of features.

7. The method according to claim 3 wherein the specular, topographical features on the surface of the article are arranged in separate linear arrays and wherein a window is established within the image of the surface about each linear array of features.

8. The method according to claim 1 wherein the reference values for each first attributes are obtained by performing steps (a)-(e) on an article known to have no defects.

9. The method according to claim 3 wherein the reference value for each second attribute is obtained by performing steps (a)-(e) on an article known to have no defects.

10. The method according to claim 1 wherein the specular, topographical features on the article comprise solder bumps.

13. The method according to claim 10 further including the step of analyzing the topology of bumps to identify defects by examining the shape and intensity characteristics of bright contours representing the solder bumps.

11. Apparatus for inspecting an article having at least one solder bump on its surface to detect if the bump is missing or deformed, comprising:

means for supporting an article;

a first light source for illuminating the surface of the article with dark field illumination;

image-acquisition means trained on the surface of the article normal to its plane for capturing the image thereof; and

vision processing means coupled to the television camera for processing the output signal of the camera to detect a missing or deformed bump by (a) creating a window about each group of solder bumps and a bounding box about each feature within each window;

(b) measuring the value of each of a set of predetermined attributes associated with the windows, the bounding boxes, and the solder bump inside each box;

(c) comparing the measured value of each attribute to a separate one of a set of reference values, each representing the value of a separate one of the attributes; and

(d) identifying each of a plurality of possible defects in accordance with such a comparison.

12. The apparatus according to claim 11 further including at least a second light source for illuminating the surface of the article with bright field illumination.