Method and apparatus for providing loan verification from an image

• US 10,242,284 B2
• Filed: 03/22/2017
• Issued: 03/26/2019
• Est. Priority Date: 06/27/2014
• Status: Active Grant

• Current Assignee: Blinker Inc.
• Original Assignee: Blinker Inc.
• Inventors: Wilbert, Anthony Russell, Wach, Hans Brandon, Chung, David Ching-Chien
• Primary Examiner(s): Woldemariam, Aklilu K
• Application Number:
  US15/466,634
• Publication Number:
  US 20170193320A1
• Time in Patent Office: 734 Days
• Field of Search: 382104, 382105, 382106, 382176, 382182, 348148, 348149, 340445
• CPC Class Codes: G06F 18/00 Pattern recognition
• CPC Class Codes: G06Q 40/03 Credit; Loans; Processing thereof
• CPC Class Codes: G06T 11/60 Editing figures and text; Combining figures or text
• CPC Class Codes: G06T 2210/22 Cropping
• CPC Class Codes: G06V 10/267 by performing operations on regions, e.g. growing, shrinking or watersheds
• CPC Class Codes: G06V 20/20 in augmented reality scenes
• CPC Class Codes: G06V 20/62 Text, e.g. of license plates, overlay texts or captions on TV images
• CPC Class Codes: G06V 20/625 License plates
• CPC Class Codes: G06V 20/63 Scene text, e.g. street names
• CPC Class Codes: G06V 30/142 using hand-held instruments; Constructional details of the instruments

Abstract

Some aspects of the invention relate to a mobile apparatus including an image sensor configured to convert an optical image into an electrical signal. The optical image includes an image of a vehicle license plate. The mobile apparatus includes a license plate detector configured to process the electrical signal to recover information from the vehicle license plate image. The mobile apparatus includes an interface configured to transmit the vehicle license plate information to a remote apparatus and receive verification for a loan in response to the transmission.

Claims

1. A mobile apparatus, comprising:

an image sensor configured to capture an optical image of a vehicle license plate;

a license plate detector configured to;

identify and crop, by a processor, one or more object images from the captured optical image, each of said one or more cropped object images comprising a candidate vehicle license plate image,

score, by the processor, each of the cropped one or more object images by;

detecting a plurality of alphanumeric characters in the respective cropped object image,

providing a rectangular fitting around the detected plurality of alphanumeric characters,

computing a score based on the rectangular fitting around the detected plurality of characters and a position of at least one of the plurality of characters relative to a position of another one of the plurality of characters, and

based on the computed score, recover information from the candidate vehicle license plate image; and

an interface configured to transmit the recovered information to a remote computing apparatus that is configured to receive verification for a loan in response to the transmission of the recovered information.

2. The mobile apparatus of claim 1, wherein the image sensor is configured to convert the optical image into an electrical signal.

3. The mobile apparatus of claim 2, wherein the license plate detector further recovers the information from a portion of the electrical signal corresponding to a selected one of said identified one or more of the object images.

4. The mobile apparatus of claim 2, wherein the license plate detector further processes the electrical signal to dewarp at least one of said one or more of the object images.

5. The mobile apparatus of claim 2, further comprising a display and a rendering module, which when executed by the processor, renders the optical image to the display, and overlay a detection indicator on each of said identified one or more of the object images in the optical image.

6. The mobile apparatus of claim 2, further comprising an image filter which when executed by the processor:

applies a set of filter parameters to the electrical signal; and

dynamically adjusts the parameters based on at least one of color temperature, ambient light, object image location, and the location of the apparatus.

7. A mobile apparatus, comprising:

an image sensor configured to capture an optical image comprising a plurality of object images, and wherein one of the plurality of object images comprises an image of a vehicle license plate;

a license plate detector configured to;

identify and crop, by a processor, at least one of the object images from the captured optical image, with the at least one cropped object image comprising a candidate vehicle license plate image,

score, by the processor, each of the cropped one or more object images by;

detecting a plurality of alphanumeric characters in the at least one cropped object image,

providing a rectangular fitting around the detected plurality of alphanumeric characters,

computing a score based on the rectangular fitting around the detected plurality of characters and a position of at least one of the plurality of characters relative to a position of another one of the plurality of characters, and

based on the computed score, recover information from the candidate vehicle license plate image; and

an interface configured to transmit the recovered information to a remote computing apparatus that is configured to receive verification for a loan in response to the transmission of the recovered information.

8. The mobile apparatus of claim 7, wherein the image sensor is configured to convert the optical image into an electrical signal, and wherein the license plate detector further processes the electrical signal to dewarp said one of the object images prior to recovering the information.

9. The mobile apparatus of claim 7, further comprising a display and a rendering module, which when executed by the processor, renders the optical image to the display and overlay a detection indicator on each of the plurality of object images.

10. The mobile apparatus of claim 7, wherein the license plate detector further processes the electrical signal to score each of the plurality of object images based on a probability that the each of the plurality of object images comprises the vehicle license plate image.

11. The mobile apparatus of claim 10, wherein the license plate detector further selects said one of the plurality of object images based on the selected object image'"'"'s score.

12. The mobile apparatus of claim 9, wherein the rendering module further overlays a first detection indicator over said one of the plurality of object images and a second detection indicator over the other object images of said plurality of object images.

13. The mobile apparatus of claim 12, wherein the rendering module further causes the first detection indicator to appear visually different from the second detection indicator on the display.

14. A mobile apparatus, comprising:

an image sensor configured to capture an optical image of a vehicle license plate;

a display;

a rendering module configured to render the optical image to the display;

and

a license plate detector configured to;

identify and crop, by a processor, one or more object images from the captured optical image, each of said one or more cropped object images comprising a candidate vehicle license plate image,

score, by the processor, each of the cropped one or more object images by;

detecting a plurality of alphanumeric characters in the respective cropped object image,

providing a rectangular fitting around the detected plurality of alphanumeric characters,

computing a score based on the rectangular fitting around the detected plurality of characters and a position of at least one of the plurality of characters relative to a position of another one of the plurality of characters, and

based on the computed score, recover information from the candidate vehicle license plate image,

wherein the rendering module further overlays a detection indicator on the displayed optical image to assist the user position of the apparatus,

wherein the rendering module further provides an alert to the display when the license plate detector fails to recover the vehicle license plate information; and

,

an interface configured to transmit the recovered information to a remote computing apparatus that is configured to receive verification for a loan in response to the transmission of the recovered information.

15. The mobile apparatus of claim 14, wherein the optical image is converted into an electrical signal and comprises a plurality of object images, and wherein the license plate detector further processes the electrical signal to identify one or more of the plurality of object images from the image, each of said one or more of the plurality of object images comprising a candidate vehicle license plate image.

16. The mobile apparatus of claim 15, wherein the license plate detector further processes the electrical signal to dewarp at least one of said one or more of the plurality of object images.

17. A computer program product for a mobile apparatus having an image sensor configured to capture an optical image including a plurality of object images, wherein one of the object images comprises an image of a vehicle license plate, the computer program product comprising:

a non-transitory machine readable medium comprising code to;

select, by a processor, said one of the object images;

identify and crop, by the processor, one or more object images from the captured optical image, each of said one or more cropped images comprising a candidate vehicle license plate image,

score, by the processor, each of the cropped one or more object images by;

detecting a plurality of alphanumeric characters in the respective cropped object image,

providing a rectangular fitting around the detected plurality of alphanumeric characters,

computing a score based on the rectangular fitting around the detected plurality of characters and a position of at least one of the plurality of characters relative to a position of another one of the plurality of characters, and

based on the computed score, recover information from the candidate vehicle license plate image;

transmit the recovered information to a remote computing apparatus; and

receive verification for a loan in response to the transmission of the recovered information.

18. The computer program product of claim 17, wherein the optical image is converted into an electrical signal and the code to process the electrical signal is configured to process the electrical signal to identify one or more of the object images from the captured optical image, each of said one or more, of the object images comprising the candidate vehicle license plate image.

19. The computer program product of claim 18, wherein the code to process the electrical signal is further configured to select said one of the object images from said identified one or more of the object images based on the scores.

20. The computer program product of claim 19, wherein the code to process the electrical signal is further configured to recover the information from a portion of the electrical signal corresponding to the selected one of said identified one or more of the object images.

21. The computer program product of claim 18, wherein the code for processing the electrical signal is further configured to dewarp at least one of said one or more of the object images.

22. A mobile apparatus, comprising:

an image sensor configured to capture an optical image of a vehicle license plate;

a timing circuit configured to sample an electrical signal corresponding to the captured optical image at a frame rate;

a storage for storing instructions;

a processor communicatively coupled to the storage, the processor configured to retrieve the instructions;

a license plate detector configured to;

identify and crop, by a processor, one or more object images from the captured optical image, each of said one or more cropped object images comprising a candidate vehicle license plate image,

score, by the processor, each of the cropped one or more object images by;

detecting a plurality of alphanumeric characters in the respective cropped object image,

providing a rectangular fitting around the detected plurality of alphanumeric characters,

computing a score based on the rectangular fitting around the detected plurality of characters and a position of at least one of the plurality of characters relative to a position of another one of the plurality of characters, and

based on the computed score recover information from the candidate vehicle license plate image; and

an interface configured to transmit the recovered information to a remote computing apparatus that is configured to receive verification for a loan in response to the transmission of the recovered information.

23. The apparatus of claim 22, wherein the sampled electrical signal comprises a plurality of samples, and wherein the license plate detector further identifies one or more object images from at least one of the plurality of samples.

24. The apparatus of claim 23, wherein at least one of said one or more of the object images comprising a candidate vehicle license plate image.

25. The apparatus of claim 24, wherein the license plate detector further processes said at least one of the plurality of samples to score each of said one or more of the object images based on a probability that the object image comprises the vehicle license plate image.

26. The apparatus of claim 25, wherein the license plate detector further processes at least first and second samples of the plurality of samples to score each of said one or more of the object images from each of said at least first and second samples.

27. The apparatus of claim 26, wherein each of said one or more object images detected in the first sample is associated with location information, and wherein the license plate detector further uses the location information to estimate the location of said one or more of the objects in the second sample.

28. The apparatus of claim 25, wherein the license plate detector further stops processing the sampled electrical signal when said score is above a threshold value.

29. The apparatus of claim 23, further comprising:

a display, wherein each sample represents a frame of a video image presented to the display; and

a rendering module, which when executed by the processor, renders each frame of the video image to the display and overlay a detection indicator on each of said identified one or more of the object images.

30. The apparatus of claim 29, wherein the overlay provides a visual indication of the object image associated with the computed score that is above a threshold value.