Method and apparatus for encoding pictures including a moving object

• US 5,625,715 A
• Filed: 10/21/1993
• Issued: 04/29/1997
• Est. Priority Date: 09/07/1990
• Status: Expired due to Term

• Current Assignee: US Philips Corporation (Koninklijke Philips N.V.)
• Original Assignee: US Philips Corporation (Koninklijke Philips N.V.)
• Inventors: Seeling, Gabriele C., Trew, Timothy I. P.
• Primary Examiner(s): Razavi, Michael T.
• Assistant Examiner(s): CHANG, JON CARLTON
• Application Number:
  US08/141,146
• Time in Patent Office: 1,286 Days
• Field of Search: 382/1, 382/48, 382/30, 382/33, 382/2, 382/103, 382/209, 382/283, 382/217, 382/236, 395/152, 364/510, 348/169, 348/407
• US Class Current: 382/236
• CPC Class Codes: G01S 3/7864 T.V. type tracking systems
• CPC Class Codes: G06T 2207/10016 Video; Image sequence
• CPC Class Codes: G06T 2207/30201 Face
• CPC Class Codes: G06T 7/223 using block-matching
• CPC Class Codes: G06T 7/248 involving reference images or patches
• CPC Class Codes: G06V 10/62 relating to a temporal dimension, e.g. time-based feature extraction; Pattern tracking
• CPC Class Codes: G06V 40/161 Detection; Localisation; Normalisation
• CPC Class Codes: G06V 40/168 Feature extraction; Face representation
• CPC Class Codes: H04N 19/20 using video object coding
• CPC Class Codes: H04N 19/543 using regions
• CPC Class Codes: H04N 7/141 between two video terminals, e.g. videophone telephonic communication systems combined with television receiver for reception of entertainment or information matter H04M11/085

Abstract

A method of encoding a sequence of images including a moving object, comprises forming an initial template, extracting a mask outlining the object, dividing the template into a plurality (for example sixteen) sub-templates, searching the next frame to find a match with the template, searching the next frame to find a match with each of the sub-templates, determining the displacements of each of the sub-templates with respect to the template, using the displacements to determine affine transform coefficients and performing an affine transform to produce an updated template and updated mask. Encoding is performed at a higher resolution for portions within the outline than for portions outside the outline.

Claims

1. A method of encoding a series of two dimensional pictures frames representing a scene including a moving three dimensional object, the method comprising the steps of:

a) generating a video signal representing the series of two dimensional pictures frames;

b) forming an initial outline of the moving object in an initial frame of the series;

c) tracking the movement of the moving object over the series of two dimensional picture frames, said tracking step comprising the steps of;

1) forming an initial template in the initial frame of the series, the initial template including the moving object;

2) dividing the initial template into a plurality of sub-templates which are not associated with specific features of the moving object;

3) searching a subsequent frame of the series to locate a first region of the subsequent frame which matches the initial template and determining a first displacement in position between the initial template and the first region of the subsequent frame;

4) searching the subsequent frame of the series to locate respective sub-regions of the subsequent frame of the series which match respective sub-templates of the initial template and determining respective additional displacements in position between each sub-template and its respective matched sub-region of the subsequent frame;

5) determining from the first displacement and the additional displacements, respective relative displacements in position between the first region of the subsequent frame and the respective sub-regions of the subsequent frames;

6) using said relative displacements to determine coefficients for a bivariate transform capable of mapping said first and additional displacements in position; and

7) performing said bivariate transform to produce an updated initial outline and an updated initial template; and

e) encoding the video signal at a higher resolution when representing portions of the picture within the outline than when representing portions of the picture outside the outline.

2. A method as claimed in claim 1, in which the search for each of the sub-regions is restricted to a limited area with respect to said first region.

3. A method as claimed in claim 1, comprising the further step of:

discarding each sub-template in which the moving object occupies less than a given portion of that sub-template'"'"'s area.

4. A method as claimed in claim 1, in which the bivariate transform is an affine transform.

5. A method as claimed in claim 1, comprising the further steps of:

discarding any sub-template for which a respective sub-region cannot be found;

determining whether a minimum number of sub-templates remain; and

using, where more than, or exactly the minimum number of sub-templates remain, their respective additional displacements to determine the coefficients.

6. A method as claimed in claim 5, in which when less than the minimum number of sub-templates remain, the search area for matching the initial template is increased for the subsequent frame.

7. A method as claimed in claim 1, comprising the further step of:

determining the boundary of the updated initial template using the updated initial outline.

8. A method as claimed in claim 7, comprising the further steps of:

comparing the updated initial template with a second region of the subsequent frame corresponding to the updated initial outline, and using the results of the comparison to control the gain correction term of a Kalman filter.

9. A method as claimed in claim 7, comprising the further step of:

setting the luminance of each pixel within the outline to a first constant value and setting the luminance of each pixel outside the outline to a second constant value.

10. An apparatus for encoding a series of two dimensional picture frames representing a scene including a moving three dimensional object, the apparatus comprising:

a) means for generating a video signal representing the series of two dimensional picture frames;

b) means for forming an outline of the moving object in an initial frame of the series;

c) means for tracking the movement of the moving object over the series of two dimensional picture frames, said tracking means comprising;

1) means for forming an initial template in the initial frame of the series, the initial template including the moving object;

2) means for dividing the initial template into a plurality of sub-templates which are not associated with specific features of the moving object;

3) means for searching a subsequent frame of the series to locate a first region of the subsequent frame which matches the initial template and determining a first displacement in position between the initial template and the first region of the subsequent frame;

4) means for searching the subsequent frame of the series to locate respective sub-regions of the subsequent frame of the series which match respective sub-templates of the initial template and determining respective additional displacements in position between each sub-template and its respective matched sub-region of the subsequent frame;

5) means for determining from the first displacement and the additional displacements, respective relative displacement in position between the first region of the subsequent frame and the respective sub-regions of the subsequent frames;

6) means for determining coefficients for a bivariate transform capable of mapping said first and additional displacements in position using said relative displacements; and

7) means for performing said bivariate transform to produce an updated initial outline and an updated initial template; and

d) means for encoding the video signal such that areas within the outline are encoded with a higher resolution than those outside the outline.

11. An apparatus as claimed in claim 10, further comprising means for restricting the search for each of the sub-regions to a limited area with respect to said first region.

12. An apparatus as claimed in claim 10, further comprising:

means for discarding each sub-template in which the moving object occupies less than a given portion of that sub-template'"'"'s area.

13. An apparatus as claimed in claim 10, further comprising:

a) means for discarding any sub-template for which a respective sub-region cannot be found;

b) means for determining whether a minimum number of sub-templates remain; and

c) means for, where more than or exactly the minimum number of sub-templates remain, using their respective additional displacements to determine the coefficients.

14. An apparatus as claimed in claim 13, further comprising:

means for, where less than the minimum number of sub-templates remain, increasing the search area for matching the initial template for the subsequent frame.

15. An apparatus as claimed in claim 10, further comprising:

means for determining the boundary of the updated initial template using the updated initial outline.

16. An apparatus as claimed in claim 15, further comprising:

means for comparing the updated initial template with a second region of the subsequent frame corresponding to the updated initial outline and using the results of the comparison to control the gain correction term of a Kalman filter.

17. An apparatus as claimed in claim 15, further comprising:

means for setting the luminance of each pixel within the outline to a first constant value and setting the luminance of each pixel outside the outline to a second constant value.

18. An apparatus as claimed in claim 10, wherein said means for forming an initial outline comprises:

display means;

computing means coupled to said display means and having an input device, enabling a user to create the initial outline around the moving object; and

an emulator and decoding means coupled to said encoding means arranged to enable replay of the encoded video signal on said display means.