Non-touch optical detection of vital signs from amplified visual variations of reduced images
An apparatus includes a cropper operable to receive images and crop the images to exclude a border area, thus generating cropped images, a skin-pixel-identifier coupled to the cropper and that identifies pixel values that are representative of the skin in the cropped images, a first frequency filter coupled to the skin-pixel-identifier and that applies a frequency filter to output of the skin-pixel-identifier, a regional facial clusterial module coupled to the first filter and that applies spatial clustering to the output of the first filter, a second frequency filter operably coupled to the regional facial clusterial module and applied to the output of the regional facial clusterial module, a temporal-variation identifier coupled to the first filter and that identifies temporal variation of the output of the first filter, and a vital-sign generator coupled to the temporal-variation identifier that generates at least one vital sign from the temporal variation.
1. An apparatus of motion amplification to communicate biological vital signs, the apparatus comprising:
a cropper that is operable to receive at least two images and crop the image to exclude a border area of the images, generating at least two cropped images;
a skin-pixel-identifier that is operably coupled to the cropper and that identifies pixel values that are representative of the skin in at least two cropped images;
a first frequency filter that is operably coupled to the skin-pixel-identifier and that applies a frequency filter to output of the skin-pixel-identifier;
a regional facial clusterial module that is operably coupled to the first frequency filter and that applies spatial clustering to the output of the first frequency filter;
a second frequency filter that is operably coupled to the regional facial clusterial module and that is applied to the output of the regional facial clusterial module;
a temporal-variation identifier that is operably coupled to the second frequency filter and that identifies temporal variation of the output of the second frequency filter;
a vital-sign generator that is operably coupled to the temporal-variation identifier that generates at least one vital sign from the temporal variation; and
a display device that is operably coupled to the vital-sign generator that is operable to display the at least one vital sign.
2. The apparatus of claim 1 , wherein the regional facial clusterial module further comprises:
a fuzzy clusterer.
3. The apparatus of claim 1 , wherein the first frequency filter further comprises:
a one-dimensional spatial Fourier Transformation apparatus.
4. The apparatus of claim 1 , wherein the first frequency filter further comprises:
a high pass filter.
5. The apparatus of claim 1 , wherein the first frequency filter further comprises:
a low pass filter.
6. The apparatus of claim 1 , wherein the first frequency filter further comprises:
a bandpass filter.
7. The apparatus of claim 1 , wherein the first frequency filter further comprises:
a weighted bandpass filter.
8. The apparatus of claim 1 , wherein the first frequency filter further comprises:
a Gaussian filter.
9. The apparatus of claim 1 further comprising:
a storage device that is operably coupled to the vital-sign generator and that is operable to store the at least one vital sign in a volatile memory.
10. The apparatus of claim 1 further comprising:
a storage device that is operably coupled to the vital-sign generator and that is operable to store the at least one vital sign in a non-volatile memory.
11. The apparatus of claim 1 further comprising:
a storage device that is operably coupled to the vital-sign generator and that is operable to transmit the at least one vital sign to another apparatus.