Hand gesture recognition
First Claim
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1. A method for hand-gesture recognition, comprising:
- detecting, with an image input device in communication with a computing device, movement of an object;
determining whether the object is a hand by directly employing a hue model learned from a plurality of images of generic skin color;
recognizing a hand pose associated with the moving object; and
initiating a response corresponding to the hand pose.
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Abstract
Systems, methods, and machine readable and executable instructions are provided for hand gesture recognition. A method for hand gesture recognition can include detecting, with an image input device in communication with a computing device, movement of an object. A hand pose associated with the moving object is recognized and a response corresponding to the hand pose is initiated.
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Citations
15 Claims
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1. A method for hand-gesture recognition, comprising:
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detecting, with an image input device in communication with a computing device, movement of an object; determining whether the object is a hand by directly employing a hue model learned from a plurality of images of generic skin color; recognizing a hand pose associated with the moving object; and initiating a response corresponding to the hand pose. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. A hand gesture recognition system, comprising:
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a computing device having at least one processor; an image input device communicatively coupled to the computing device, the image input device providing per pixel color information and pixel range information; a production device communicatively coupled to the computing device; and a non-transitory computer-readable medium having computer-readable instructions stored thereon that, if executed by the at least one processor, cause the at least one processor to; detect a moving object within an interaction zone of the image input device; evaluate color of the moving object from the color information; enable hand gesture recognition of the moving object evaluated as exceeding a threshold portion of a particular color, the hand gesture recognition to continuously attempt to recognize a hand gesture associated with the moving object as any of a plurality of hand gestures associated with different operations, directly responsive to the moving object exceeding the threshold portion; and wherein hand gesture recognition includes hand pose and moving object trajectory determinations, and wherein the interaction zone is defined at least in terms of the range information. - View Dependent Claims (13, 14)
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15. A non-transitory computer-readable medium having computer-readable instructions stored thereon that, if executed by one or more processors, cause the one or more processors to:
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detect, with an image input device in communication with a computing device, movement of an object; evaluate a color of the object with respect to a range of skin colors in direct conjunction with a hue model learned from a plurality of images of generic skin colors; and enable recognition of a hand gesture if the color of the object is within the range of skin colors the recognition to continuously attempt to recognize the hand gesture associated with the object as any of a plurality of hand gestures associated with different operations, directly responsive to the color of the object being within the range of skin colors.
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Specification