Multi-pass touch contact tracking
View Patent ↗In embodiments of multi-pass touch contact tracking, touch input sensor data is recognized as a series of components of a contact on a touch-screen display. The components can be determined to correlate to the contact based on multi-pass nearest-neighbor contact mapping that includes forward nearest-neighbor contact mapping of the components and reverse nearest-neighbor contact mapping of the components. The components can then be associated to represent a tracking of the contact. Subsequent components of the contact can also be determined and associated with the previous components of the contact to further represent the tracking of the contact.
1. A method, comprising:
recognizing touch input sensor data as a series of components of a contact on a touch-screen display;
determining that the components correlate to the contact based on multi-pass nearest-neighbor contact mapping that includes forward nearest-neighbor contact mapping of the components and reverse nearest-neighbor contact mapping of the components; and
associating the components to represent a tracking of the contact.
2. A method as recited in claim 1 , wherein the forward nearest-neighbor contact mapping evaluates distance from one or more additional components of the contact to predicted component positions of the components.
3. A method as recited in claim 2 , wherein the reverse nearest-neighbor contact mapping evaluates distance from the predicted component positions to the one or more additional components of the contact.
4. A method as recited in claim 1 , wherein the reverse nearest-neighbor contact mapping is initiated when unmapped components remain after the forward nearest-neighbor contact mapping.
5. A method as recited in claim 4 , wherein mapped component associations that are mapped by the forward nearest-neighbor contact mapping are released when the reverse nearest-neighbor contact mapping is initiated.
6. A method as recited in claim 1 , further comprising:
assigning a same identifier to the components that correlate to the contact;
determining that subsequent components correlate to the contact based on the multi-pass nearest-neighbor contact mapping; and
assigning the same identifier to the subsequent components that combine with the components to represent the tracking of the contact.
7. A method as recited in claim 1 , further comprising:
predicting a component position of the contact from the tracking of the contact; and
correlating the predicted component position to a subsequent component of the contact.
8. A method as recited in claim 7 , wherein the predicted component position is predicted based on the components that represent the tracking of the contact.
9. A computing device, comprising:
a touch-screen display;
a touch input module configured to recognize touch input sensor data as a series of components of a contact on the touch-screen display;
at least a memory and a processor to implement a contact tracking service configured to:
determine that the components correlate to the contact based on multi-pass nearest-neighbor contact mapping that includes forward nearest-neighbor contact mapping of the components and reverse nearest-neighbor contact mapping of the components; and
associate the components to represent a tracking of the contact.
10. A computing device as recited in claim 9 , wherein the forward nearest-neighbor contact mapping evaluates distance from one or more additional components of the contact to predicted component positions of the components.
11. A computing device as recited in claim 10 , wherein the reverse nearest-neighbor contact mapping evaluates distance from the predicted component positions to the one or more additional components of the contact.
12. A computing device as recited in claim 9 , wherein the reverse nearest-neighbor contact mapping is initiated when unmapped components remain after the forward nearest-neighbor contact mapping.
13. A computing device as recited in claim 12 , wherein mapped component associations that are mapped by the forward nearest-neighbor contact mapping are released when the reverse nearest-neighbor contact mapping is initiated.
14. A computing device as recited in claim 8 , wherein the contact tracking service is further configured to:
assign a same identifier to the components that correlate to the contact;
determine that subsequent components correlate to the contact based on the multi-pass nearest-neighbor contact mapping; and
assign the same identifier to the subsequent component that represent the tracking of the contact.
15. A computing device as recited in claim 9 , wherein the contact tracking service is further configured to:
predict a component position of the contact from the tracking of the contact; and
correlate the predicted component position to a subsequent component of the contact.
16. A computing device as recited in claim 15 , wherein the contact tracking service is further configured to predict the component position based on the components that represent the tracking of the contact.
17. A method, comprising:
recognizing touch input sensor data as a series of components of one or more contacts on a touch-screen display;
initiating a forward nearest-neighbor contact mapping to determine the components that correlate to the respective one or more contacts;
determining that unmapped components remain after the forward nearest-neighbor contact mapping, the unmapped components based on two touch positions having the same [x,y] grid point coordinates; and
initiating a reverse nearest-neighbor contact mapping to determine the components that correlate to the respective one or more contacts.
18. A method as recited in claim 17 , further comprising:
releasing mapped component associations that are mapped by the forward nearest-neighbor contact mapping when said initiating the reverse nearest-neighbor contact mapping, the reverse nearest-neighbor contact mapping correlating the released unmapped components to the respective one or more contacts.
19. A method as recited in claim 1 , wherein said associating the components is based on a two-level procedure, comprising:
establishing an initial association of the components of the contact for gesture input tracking based on prediction; and
validating the initial association of the components of the contact based on the nearest-neighbor contact mapping criteria generating a final association of the components of the contact.
20. A computing device as recited in claim 9 , wherein to associate the components is based on a two-level procedure that is configured to:
establish an initial association of the components of the contact for gesture input tracking based on prediction; and
validate the initial association of the components of the contact based on the nearest-neighbor contact mapping criteria generating a final association of the components of the contact.