Abstract: A method of identifying a photographer includes determining a steadiness signal related to movement of a camera held by a first photographer while capturing an image or video, wherein the steadiness signal identifies the motion of the camera in at least two dimensions as a function of time and storing a set of steadiness signals where each steadiness signal has an associated known photographer. The method further includes using a processor to compare the steadiness signal to the set of steadiness signals to produce a set of similarity scores between the first photographer and each of the known photographers; and using the set of similarity scores to identify the photographer that has captured the image or video.

Abstract: A method of improving a first color filter array image from an image sensor having a plurality of color channels and a panchromatic channel, includes capturing the panchromatic channel at a different exposure time than at least one of the color channels with the image sensor; using the color channels to provide a luminance channel; and analyzing the color filter array image and the luminance channel to determine defective pixels in the color channels and using neighboring color and luminance pixel values to improve the defective pixels to produce a second color filter array image or full-color image having at least one improved channel.

Abstract: A method of modifying a CFA image or full-color image having a plurality of color channels and a panchromatic channel, includes capturing the panchromatic channel at a different exposure time than at least one of the color image channels with the CFA sensor within one image; producing a panchromatic edge map and a color edge map from the CFA image; using the panchromatic edge map and the color edge map to provide motion estimates; and using the motion estimates to modify at least one of the channels of the CFA image or full-color image.

Abstract: A method for ranking key video frames for a digital video having a time sequence of video frames, comprising using a processor to perform the steps of: analyzing the digital video to determine a camera fixation pattern; determining a set of key video frames for the digital video; and ranking the key video frames responsive to the camera fixation pattern.

Abstract: A method for forming a video summary for a digital video sequence, comprising: capturing a digital video sequence with a digital video capture device, wherein the digital video sequence includes a plurality of video frames; using a processor to automatically analyze at least one of the video frames in the digital video sequence at the time the digital video sequence is captured to determine one or more feature values; compressing the digital video sequence; storing the compressed digital video sequence in a processor-accessible memory; using a processor to automatically analyze the feature values, without decompressing the stored compressed digital video sequence, to identify one or more key video snippets, each key video snippet corresponding to a set of video frames from the digital video sequence; assembling the key video snippets to form a video summary; and storing a representation of the video summary in a processor-accessible memory.

Abstract: A digital video capture system for capturing a digital video sequence and for producing a corresponding video summary, comprising: an image sensor; an optical system; a processor, a softcopy display and a means for providing a user with an option to view either a stored digital video sequence or a video summary on the softcopy display. The processor performs the steps of: capturing a digital video sequence; automatically analyzing the digital video sequence at the time the digital video sequence is captured to determine one or more feature values; compressing the digital video sequence; storing the compressed digital video sequence; automatically analyzing the feature values to identify one or more key video snippets, assembling the key video snippets to form a video summary; and storing a representation of the video summary.

Abstract: A method for storing a video summary for a digital video sequence captured with a digital video capture device, comprising: capturing a digital video sequence with the digital video capture device, wherein the digital video sequence includes a plurality of video frames; storing the digital video sequence in a processor-accessible memory; identifying one or more key video snippets, each key video snippet corresponding to a set of video frames from the stored digital video sequence; assembling the key video snippets to form a video summary; and storing the video summary in a processor-accessible memory by storing metadata associated with the stored digital video sequence, wherein the metadata provides an indication of the video frames corresponding to the video summary.

Abstract: A method for determining key video frames for a digital video having a time sequence of video frames, comprising using a processor to perform the steps of: analyzing the digital video to determine an importance value as a function of time; forming a warped time representation by temporal relocation of the video frames responsive to the importance value as a function of time; subdividing the warped time digital video sequence representation into a set of equal intervals; selecting a key video frame for each interval by analyzing the video frames within each interval; and storing an indication of the key video frames in a processor-accessible memory.

Abstract: A method for forming a video summary for a digital video having a time sequence of video frames, comprising using a processor to perform the steps of: determining a set of key video frames for the digital video; ranking the key video frames responsive to a predefined criterion; forming key video snippets corresponding to one or more highest-ranked key video frames according to a predefined set of criteria, including a criterion which specifies the total time duration for the video summary and a criterion which specifies the minimum time duration for each of the key video snippets; assembling the key video snippets to form a video summary; and storing a representation of the video summary in a processor-accessible memory.

Abstract: A method of identifying the activity of a camera used for capturing an image or video, such activity not being related to the activity of subjects of the scene being captured includes determining a steadiness signal related to movement of the camera while capturing an image or video, wherein the steadiness signal identifies the motion of the camera in at least two dimensions as a function of time; and using a processor for determining a camera activity classification for the camera based on an analysis of the steadiness signal, wherein the camera activity classification includes categories of the camera being stationary, the camera being located in a moving vehicle, the camera being held by hand, or the camera being held by a jogging or walking user.

Abstract: A method of identifying a photographer includes determining a steadiness signal related to movement of a camera held by a first photographer while capturing an image or video, wherein the steadiness signal identifies the motion of the camera in at least two dimensions as a function of time and storing a set of steadiness signals where each steadiness signal has an associated known photographer. The method further includes using a processor to compare the steadiness signal to the set of steadiness signals to produce a set of similarity scores between the first photographer and each of the known photographers; and using the set of similarity scores to identify the photographer that has captured the image or video.

Abstract: A method of estimating the gender or approximate age of a photographer, includes: determining a steadiness signal related to movement of a camera held by a photographer while capturing an image or video, wherein the steadiness signal identifies the motion of the camera in at least two dimensions as a function of time. Then using a processor for determining a demographic classification for the photographer based on an analysis of the steadiness signal, wherein the demographic classification includes the approximate age or the gender of the photographer.

Abstract: In a method for producing output from an image record, the type of input unit supplying the image record is determined. The image record is classified into one of a predetermined plurality of different edit statuses. The classifying utilizes as input the determined type of input unit. The edit statuses are inclusive of unedited status and very-edited status. The image record is digitally enhanced. During the enhancing material alteration of the image record is constrained. The enhancing is more constrained when the edit status is very-edited and less when the edit status is other than very-edited. The image record is rendered to match a predetermined output unit. The resulting image record is output in viewable form.

Abstract: A method and apparatus for capturing image data from multiple image sensors and generating an output image sequence are disclosed. The multiple image sensors capture data with one or more different characteristics, such as: staggered exposure periods, different length exposure periods, different frame rates, different spatial resolution, different lens systems, and different focal lengths. The data from multiple image sensors is processed and interleaved to generate an improved output motion sequence relative to an output motion sequence generated from an a single equivalent image sensor.

Abstract: A method for improving the dynamic range of a captured digital image, including acquiring at least one image from the live view image stream, wherein each acquired live view image has an effective exposure and a first resolution; capturing at least one still image at an effective exposure different than each of the acquired live view images, and at a resolution higher than the first resolution; and combining the at least one live view image and the at least one still image.

Abstract: A method of producing a digital video with reduced motion blur or increased brightness, including capturing a digital video using an exposure time that reduces image blur; selecting a first series of sequential images from the digital video capture; combining pixel values of said images to produce a first intermediate image that is brighter than each of the selected sequential images; choosing and processing a reference image to create a second intermediate image that is less blurry than the first intermediate image; identifying moving regions among the selected sequential images; replacing pixel values of moving regions in the first intermediate image with corresponding pixel values from the second intermediate image to produce a first digital video image having reduced motion blur or increased brightness; and repeating these steps for a second series of sequential images that includes at least one image from the first series of sequential images.

Abstract: A method for producing an improved high resolution image is disclosed including capturing low resolution images and a high resolution image; combining the low resolution images to provide an aggregate low resolution image; reducing the resolution of the high resolution image to provide an image representative of a low resolution image that could have been captured by the image capture device; interpolating the representative low resolution image to provide an interpolated high resolution image; calculating a residual image from the high resolution image and the interpolated high resolution image; combining the representative low resolution image and the aggregate low resolution image to provide a final low resolution image; and using the final low resolution image and the residual image to provide the improved high resolution image.

Abstract: A method for producing a digital image from pixel signals captured by an image sensor array is disclosed. The method includes: providing an image sensor array having at least two groups of pixels wherein the pixels of each group are uniformly distributed over the sensor; exposing the image sensor array to scene light and reading pixel charge from only the first group of pixels to produce a first set of pixel signals; after producing the first set of pixel signals, exposing the image sensor array, and then reading pixel charge from the second group of pixels and reading again pixels from the first group to produce a second set of pixel signals; and using the first and second sets of pixel signals to produce the digital image.

Abstract: In an image sequence stabilization method and a camera, a sequence of input digital images are captured. The sequence of input digital images is replicated to provide a corresponding sequence of archival images and a corresponding sequence of display images. The archival image sequence is automatically stabilized to provide a stabilized archival image sequence. The display image sequence is automatically stabilized to provide a stabilized display image sequence. The stabilization methods used for the two sequences are different, although both can be digital.

Abstract: A method of modifying a CFA image or full-color image having a plurality of color channels and a panchromatic channel, includes capturing the panchromatic channel at a different exposure time than at least one of the color image channels with the CFA sensor within one image; producing a panchromatic edge map and a color edge map from the CFA image; using the panchromatic edge map and the color edge map to provide motion estimates; and using the motion estimates to modify at least one of the channels of the CFA image or full-color image.