Camera configurable for autonomous self-learning operation

1. A method of image capture comprising:

configuring an image capture device in a learning mode for sensing at least one variable in the area surrounding the device and defining a normal state of the at least one variable comprising the steps of;

setting a predetermined initial sensitivity threshold for the at least one variable;

sensing the at least one variable in the area surrounding the device over a predefined period of time;

developing a time-dependent profile of the at least one variable in the area surrounding the device;

setting a new sensitivity threshold of the at least one variable in the normal state according to the time-dependent profile;

initiating image capture upon detecting a transition of the at least one variable from the normal state to a new condition, wherein the transition exceeds the new sensitivity threshold level.

2. The method of claim 1 , wherein configuring the image capture device in a learning mode further comprises entering the learning mode at power up.

3. The method of claim 1 , wherein detecting the transition of the at least one variable further comprises detecting the at least one variable in a field of view of the camera.

4. The method of claim 3 further comprising detecting at least one variable from a group consisting of an activity in a field of view, ambient noise level, ultraviolet intensity, infrared intensity, electric field level, magnetic field level, radiation level, relative brightness and color.

5. The method of claim 3 , wherein configuring the image capture device further comprises identifying a subject of interest in the image in the field of view as the at least one variable and a change in the presence of the subject of interest constitutes a transition exceeding the threshold level.

6. The method of claim 5 , wherein identifying the subject of interest in the field of view further comprises displaying an image that includes the subject of interest and indicating the portion of the image with the subject of interest by using a touchscreen.

7. The method of claim 5 , wherein identifying a subject of interest in the field of view further comprises outlining at least one subject of interest from a portion of an image displayed on the image capture device from a group consisting of an object, animal and person.

8. The method of claim 5 , wherein identifying a subject of interest comprises analyzing an image collection.

9. The method of claim 8 , wherein analyzing an image collection to determine a subject of interest further comprises analyzing image metadata.

10. The method of claim 8 , wherein analyzing an image collection to determine a subject of interest further comprises using the Image Value Index.

11. The method of claim 8 , wherein analyzing an image collection to determine a subject of interest further comprises analyzing the image content.

12. The method of claim 1 further comprising continuing to sense the at least one variable over time and redefining the normal state based on sensed behavior of the variable.

13. The method of claim 1 , wherein redefining the normal state further comprises redefining the normal state by adjusting the threshold level in response to a changing environment or new conditions.

14. The method of claim 13 , wherein adjusting the threshold level further comprises redefining the normal state to the new condition based on recent history of the sensed at least one variable.

15. The method of claim 13 , wherein adjusting the threshold level further comprises redefining the normal state to the new condition periodically.

16. The method of claim 1 further comprising reducing camera power consumption after a period of inactivity.

17. The method of claim 1 , wherein redefining the normal state to the new condition further comprises redefining the normal state to the new condition after each subsequent image capture.

18. An apparatus for capturing an image, comprising:

an image capture device providing a configurable learning mode for sensing at least one variable in the device's surroundings and defining a normal state of the at least one variable;

at least one sensor for detecting a transition of the at least one variable from the normal state to a new condition, wherein the transition exceeds a determined threshold level comprising;

a predetermined initial sensitivity threshold is set for the at least one variable and the sensor senses the at least one variable in the area surrounding the device over a period of time;

a time-dependent profile is developed of the at least one variable in the device's surroundings;

the determined threshold level of the at least one variable in the normal state is set according to the time-dependent profile; and

a processor for initiating image capture upon detecting the transition of the at least one variable upon and redefining the normal state to the new condition.

19. The apparatus of claim 18 , wherein the at least one sensor detects the at least one variable in a field of view of the camera.

20. The apparatus of claim 18 , wherein the at least one sensor detects at least one variable in a group consisting of an activity in a field of view, ambient noise level, ultraviolet intensity, infrared intensity, electric field level, magnetic field level, radiation level, relative brightness and color.

21. The apparatus of claim 18 , wherein the processor redefines the normal state based on sensed behavior of the variable.

22. The apparatus of claim 18 , wherein the processor redefines the normal state by adjusting the threshold level in response to a changing environment or new conditions.

23. The apparatus of claim 18 , wherein the processor redefines the normal state to the new condition based on recent history of the sensed at least one variable.

24. The apparatus of claim 18 , wherein the processor redefines the normal state to the new condition periodically.

25. The apparatus of claim 18 , wherein the processor reduces camera power consumption after a period of inactivity.

26. The apparatus of claim 18 , wherein the processor redefines the normal state to the new condition after each subsequent image capture.

27. The apparatus of claim 19 , wherein the image capture device further comprises a means for identifying a subject of interest in an image as the at least one variable and a change in the presence of the subject of interest in the field of view constitutes a transition of the at least one variable exceeding the threshold level.

28. The apparatus of claim 27 , wherein the image capture device further comprises a display having a touchscreen for displaying an image that includes the subject of interest and means for indicating the portion of the image containing the subject of interest.

29. The apparatus of claim 28 , wherein the display has means for indicating the portion of the image containing at least one subject of interest wherein the at least one subject of interest is from a group consisting of an object, animal and person displayed on the display.

30. The apparatus of claim 28 , wherein the display provides controls for analyzing an image collection for identifying a subject of interest.

31. The apparatus of claim 30 further comprising metadata for analyzing an image collection to determine a subject of interest.

32. The apparatus of claim 30 further comprising an Image Value Index for analyzing the image collection to determine the subject of interest.

33. The apparatus of claim 30 further comprising image content for analyzing the image collection to determine the subject of interest.