Event recognition using image and location information
View Patent ↗A method of recognizing an event depicted in an image from the image and a location information associated with the image is disclosed. The method includes acquiring the image and its associated location information; using the location information to acquire an aerial image(s) correlated to the location information; identifying the event using both the image and the acquired aerial image(s); and storing the event in association with the image for subsequent use.
1. A method of recognizing an event depicted in digital image from the digital image and a location information associated with the digital image, comprising:
a) acquiring the digital image and its associated location information;
b) using the location information to acquire outdoor digital aerial images correlated to the location information, wherein the acquired outdoor digital aerial images are satellite images or an images acquired from aircraft, and selecting the appropriate resolution from the acquired outdoor digital aerial images needed to identify the event of the acquired digital images;
c) using a computing device to identify the environment of the acquired digital image by analyzing the acquired outdoor digital aerial image;
d) classifying the event using both the acquired digital image and the identified environment of the selected appropriate resolution acquired outdoor digital aerial image, further including:
i) extracting features from the image and the aerial image(s),
ii) combining the features, and
iii) classifying the event depicted in the image using the combined features; and
e) storing the classified event in association with the acquired digital image for subsequent use.
2. The method of claim 1 , wherein step b) includes acquiring the aerial image(s) at a plurality of resolutions.
3. The method of claim 1 , wherein the event includes baseball games, football games, tennis games, golfing, residential activities, commercial activities, school activities, shopping, playground activities, park activities, beach activities, hiking, or theme park visits.
4. The method of claim 1 , further comprising:
e) applying steps a) to d) a plurality of times to a plurality of images; and
f) searching the plurality of images based on the stored events for images of a particular event.
5. The method of claim 1 , further comprising acquiring metadata associated with the acquired aerial image(s) and storing such metadata for subsequent use in association with the stored event.
6. The method of claim 5 , further comprising:
g) applying steps a) to d) a plurality of times to a plurality of images; and
h) searching the plurality of images based on the stored events for images of a particular event.
7. A method of recognizing an event depicted in digital image from the digital image and a location information associated with the digital image, comprising:
a) acquiring the digital image and its associated location information;
b) using the location information to acquire outdoor digital aerial images correlated to the location information, wherein the acquired outdoor digital aerial images are satellite images or an images acquired from aircraft, and selecting the appropriate resolution from the acquired outdoor digital aerial images needed to identify the event of the acquired digital images;
c) using a computing device to identify the environment of the acquired digital image by analyzing the acquired outdoor digital aerial image;
d) classifying the event using both the acquired digital image and the identified environment of the selected appropriate resolution acquired outdoor digital aerial image, further including:
i) producing a first score from the image using a first pre-defined image classifier,
ii) producing a second score from the aerial image(s) using a second predefined image classifier, and
iii) combining the first and the second scores to classify the event depicted in the image, and
e) storing the classified event in association with the acquired digital image for subsequent use.
8. A method of recognizing an event depicted in digital image from the digital image and a location information associated with the digital image, comprising:
a) acquiring the digital image and its associated location information;
b) using the location information to acquire outdoor digital aerial images correlated to the location information, wherein the acquired outdoor digital aerial images are satellite images or an images acquired from aircraft, and selecting the appropriate resolution from the acquired outdoor digital aerial images needed to identify the event of the acquired digital images;
c) using a computing device to identify the environment of the acquired digital image by analyzing the acquired outdoor digital aerial image;
d) classifying the event using both the acquired digital image and the identified environment of the selected appropriate resolution acquired outdoor digital aerial image, further including:
i) producing a first decision from the image using a first pre-defined image classifier,
ii) producing a second decision from the aerial image(s) using a second pre-defined image classifier, and
iii) combining the first and the second decisions to classify the event depicted in the image, and
e) storing the classified event in association with the acquired digital image for subsequent use.