Abstract: Certain aspects of an apparatus and method for automatic ER/PR scoring of tissue samples may include for determining a cancer diagnosis score comprising identifying a positive stained nucleus in a slide image of the tissue sample, identifying a negative stained nucleus in the slide image, computing a proportion score based on number of the positive stained nucleus identified and number of the negative stained nucleus identified and determining the cancer diagnosis score based on the proportion.

Abstract: An approach is provided for providing one or more road conditions based on aerial imagery. The road condition platform processes and/or facilitates a processing of one or more road segments on an aligned image including an aerial image frame of an area and a reference map of the area to determine one or more non-road elements. The road condition platform also determines one or more characteristics of the one or more non-road elements disposed within the one or more road segments. The road condition platform further determines one or more road conditions based on the one or more characteristics.

Abstract: Provided are an image processing apparatus, an image processing method, a program, and a camera which are capable of generating a joined image in which misalignment is less likely to occur. An image processing apparatus according to an exemplary embodiment includes a motion vector derivation unit that derives a motion vector between images of a plurality of images; a correction unit that corrects a motion vector between images included in a target section from a first image to a second image based on cumulative errors in the section from the first image to the second image; and a texture writing unit that writes, into a frame memory, the plurality of textures that form the joined image, based on the motion vector corrected by the correction unit.

Abstract: Generally, this disclosure describes multiple lenses in a mobile device. A mobile device may include a housing including a first surface, an opposing second surface and third, fourth, fifth and sixth surfaces connecting the first surface and the second surface forming the housing; a plurality of lenses, each lens configured to capture a respective image, each lens positioned relative to the housing so that a respective lens axis associated with each lens is perpendicular within a tolerance to at least a portion of at least one surface and a first lens axis associated with a first lens is perpendicular within the tolerance to a second lens axis associated with a second lens; at least one image sensor coupled to the plurality of lenses, configured to convert each captured image into respective image data; and circuitry configured to receive and process the image data.

Abstract: An around-view monitoring (AVM) apparatus including a camera module for obtaining a plurality of video images from around a vehicle; a display unit for displaying an around-view video image; and a control unit for composing the plurality of video images to generate an around-view video image, detecting a first parking line and a second parking line from the around-view video image, tracking the detected first and second parking lines, and generating an imaginary parking line when any one of the first and second parking lines is not tracked to control the display unit to output the around-view video image.

Abstract: A system and method for creating an enhanced perspective view of an area in front of a vehicle, using images from left-front and right-front cameras. The enhanced perspective view removes the distortion and exaggerated perspective effects which are inherent in wide-angle lens images. The enhanced perspective view uses a camera model including a virtual image surface and other processing techniques which provide corrections for two types of problems which are typically present in de-warped perspective images—including a stretching effect at the peripheral area of a wide-angle image de-warped by rectilinear projection, and double image of objects in an area where left-front and right-front camera images overlap.

Abstract: A high resolution imaging system includes an imaging camera array creating a sets or frames of array images of a scene and a reference camera creating reference images of the same scene. A synchronization controller coordinates imaging of the scene by the imaging camera array and the reference camera. An image processor merges the sets of array images into high resolution images and apply a color correction to the high resolution images based on reference images. Color correction can be performed on the merged high resolution image or on individual array images prior to merger into the high resolution image.

Abstract: A system and method of generating a virtual image and displaying the virtual image so that the image appears to be anchored to a real world object. A data frame of spatial data obtained by one or more sensors is analyzed to determine whether one or more real-world objects to be detected is located in the data frame. If one of the real-world objects is in the data frame, the coordinates of a real-world reference point associated with the real-world object are determined. A virtual 3D space is generated and a base plane is constructed passing through a virtual object reference point in the virtual space. One or more planar content elements are placed on or parallel to the base plane. An image is formed in which the content elements appear to lie in a plane passing through the real-world reference point of the detected object.

Abstract: A mechanism for determining atmospheric conditions from an image is described. A mechanism for determining atmospheric conditions includes determining an intensity value for pixels above and below the horizon in an image, calculating a slope between the intensity values for the pixels above the horizon, and a slope between the intensity values for the pixels below the horizon, and determining a difference between the slopes to determine the atmospheric conditions.

Abstract: A safety alarm system for a vehicle including: a sensor module configured to output an open signal when a vehicle door is opened; an image photographing module configured to output first and second vehicle surrounding image obtained by sequentially photographing a vehicle surrounding area; and a control module configured to detect whether a moving object is located within a predetermined vehicle safety area in the first and second images input by operating the image photographing module at the time of inputting the open signal and generating a safety alarm when the moving object is detected.

Abstract: Disclosed are techniques that provide a “best” picture taken within a few seconds of the moment when a capture command is received (e.g., when the “shutter” button is pressed). In some situations, several still images are automatically (that is, without the user's input) captured. These images are compared to find a “best” image that is presented to the photographer for consideration. Video is also captured automatically and analyzed to see if there is an action scene or other motion content around the time of the capture command. If the analysis reveals anything interesting, then the video clip is presented to the photographer. The video clip may be cropped to match the still-capture scene and to remove transitory parts. Higher-precision horizon detection may be provided based on motion analysis and on pixel-data analysis.

Abstract: A method and device for synthesizing an image are provided. The method includes obtaining a first image and a second image, determining at least one object in the first image, and synthesizing the second image with the determined at least one object.

Abstract: System for filming a video movie in a real space includes a filming camera, a sensor, a computerized pinpointing module for determining the location of the filming camera, a monitoring screen and a computerized compositing module for generating on the monitoring screen a composite image of the real image and of a projection of a virtual image, generated according to the filming camera location data.

Abstract: The present disclosure can obtain a high-quality composite image by determining a suitable boundary when input images are sequentially stitched together to generate the composite image. An image generating apparatus 1 generates a composite image by stitching sequentially input images together. A difference value calculating section 15 calculates difference values by using the pixel values of a reference image and the pixel values of a target image that partly overlap the reference image. The difference values represent the relative relationship between the reference image and the target image. A boundary determining section 16 determines a boundary for stitching the reference image and the target image together by using the difference values calculated by the difference value calculating section 15. Then, an image compositing section 18 generates the composite image by stitching the reference image and the target image together based on the boundary determined by the boundary determining section 16.

Abstract: An aspect of automated color adjustment of media files includes receiving profile data corresponding to a subject of image capture. The profile data indicates color values of an element associated with the subject. An aspect also includes storing the profile data in a memory device coupled to a computer processor, capturing an image of the subject, and processing the image and adjusting color aspects based on the color values associated with the element.

Abstract: A light field representation of a sample is synthesized or simulated based on bright field image data and phase image data acquired by a microscope such as a quantitative phase microscope. The light field representation may be utilized to render three-dimensional representations of the sample.

Abstract: A system for generating a predictive virtual personification includes receiving, from an AV data source, a data store, and a saliency recognition engine, wherein the AV data source is configured to transmit one or more AV data sets to the saliency recognition engine, each AV data set includes a graphical representation of a donor subject, and the saliency recognition engine is configured to receive the AV data set and one or more identified trigger stimulus events, locate a set of saliency regions of interest (SROI) within the graphical representation of the donor subject, generate a set of SROI specific saliency maps and store, in the data store, a set of correlated SROI specific saliency maps generated by correlating each SROI specific saliency map a corresponding trigger event.

Abstract: Systems, methods, and non-transitory computer-readable media can detect a trigger to initiate at least one of a pixelation animation or a depixelation animation for a media content item. A set of pixelated images can be generated based on a source image associated with the media content item. Variable durations for presenting the set of pixelated images can be determined. The set of pixelated images can be presented, based on the variable durations, to produce the at least one of the pixelation animation or the depixelation animation.

Abstract: The present technique relates to an image processing device, an image processing method, and a program for obtaining a high-quality panoramic image when a 360-degree panoramic image is generated. A projected image generation unit generates projected images by mapping, on a cylindrical surface, captured images taken by a camera being rotated 360 degrees. A cumulative difference value calculation unit calculates a cumulative difference value in each position between the adjacent projected images. Based on the projected images and the cumulative difference values, a diagraph generation unit generates a diagraph reflecting the cumulative difference values in the energies of edges. Based on the diagraph, the path search unit searches for such projected image joining positions as to minimize defects when a panoramic image is generated by joining the respective projected images. A panoramic image generation unit joins the projected images based on a result of the search, and generates a panoramic image.

Abstract: Methods and apparatus related to determining a triggering event of a user, selecting media relevant to the triggering event, and providing the selected media to the user. Some implementations are directed to methods and apparatus for determining a past event of the user that is indicative of past interaction of the user with one or more past entities and the triggering event may be determined to be associated with the past event. The media selected to provide to the user may contain media that includes the one or more past entities associated with the past event and the media may be provided to the user in response to the triggering event.

Abstract: Approaches are described for constructing a single camera by combining an array (or other arrangement) of multiple smaller and lower resolution cameras. Each of the smaller cameras is aimed in a different direction in order to provide a wider angle and higher resolution field of view (FOV) for the resulting composite camera. Images captured by all of the cameras in the array can be stitched together using software to produce a single composite photograph. This construction method can enable the camera unit to be thinner and potentially cheaper in construction costs than an equivalent single-piece camera that has been conventionally implemented in portable devices.

Abstract: An image viewing method includes: determining at least a first partial image corresponding to a portion of a first image directly selected from a plurality of images, and driving a display apparatus according to the first partial image; in accordance with a user interaction input, determining a second partial image corresponding to a portion of a second image directly selected from the images; and driving the display apparatus according to at least the second partial image. In one implementation, the first image and the second image are spatially correlated, and a field of view (FOV) of each of the first image and the second image is larger than an FOV of the display apparatus.

Abstract: An imaging device includes an imaging unit that images a subject so as to obtain first image data, an image processing unit that performs image processing on the first image data so as to obtain second image data, a first storage unit in which image data including one or both of the first image data and the second image data is stored, an image analysis unit that analyzes a feature of the image data stored in the first storage unit, a scenario generation unit that generates scenario data on the basis of an analysis result of the image analysis unit, a scenario changing unit that performs setting so as to change the scenario data, and an image collage processing unit that combines the plural pieces of image data stored in the first storage unit on the basis of the scenario data so as to generate the image collage data.

Abstract: A microscope includes a spatial light modulator configured for adjusting the perspective angle of a view imaged at the light detector. The spatial light modulator is positioned at a pupil plane, or at an equivalent conjugate plane thereof, in the illumination light path or in the detection light path. The microscope enables perspective views of a sample at different angles, which may be utilized to generate a three-dimensional image of the sample.

Abstract: An image converter partially enlarges and reduces a panorama image. The image converter inputs a panorama image, enlarges/reduces the panorama image, such that an enlargement ratio changes continuously in a continuous area of the panorama image. In the image enlargement/reduction, the panorama image is enlarged and reduced such that a width, in the longitudinal direction of the panorama image, of the panorama image after the enlargement/reduction fits into the original panorama image.

Abstract: Embodiments disclosed pertain to systems, method s and apparatus for the initialization of Computer Vision (CV) applications on user devices (UDs) comprising a camera and a display. In some embodiments, an optimal camera trajectory for initialization of a Computer Vision (CV) application may be determined based on an initial camera pose and an estimated pivot distance. For example, the initial camera pose may be estimated based on a first image captured by the camera. Further, the display may be updated in real-time with an indication of a desired movement direction for the camera. In some embodiments, the indication of desired movement direction may be based, in part, on a current camera pose and the optimal trajectory, where the current camera pose may be estimated based on a current image captured by the camera.

Abstract: A photographing device comprises an image pickup unit to acquire a moving image and a still image of an object, an image pickup control unit, an angle sensor, an image processing unit for extracting characteristic points from a first still image, tracking the characteristic points in the moving image, identifying the characteristic points in a newest image and selecting an orientation point common to the first still image and the newest image, a storage unit, a display unit, and an arithmetic unit. The arithmetic unit performs relative orientation between the first still image and the newest image based on the orientation point and on detection result of the angle sensor, obtains a distance H to the object and a distance B between points where the images have been photographed and performs guidance display where still images can be acquired sequentially when the B/H value reaches a predetermined value or higher.

Abstract: System for filming a video movie in a real space comprising: —a filming camera (9), —a sensor (16), —a computerized pinpointing module (27) for determining the location of the filming camera, —a monitoring screen (15), —a computerized compositing module (32) for generating on the monitoring screen (15) a composite image of the real image and of a projection of a virtual image, generated according to the filming camera (9) location data.

Abstract: Generating a calibrated camera alignment model for image capture devices having overlapping fields-of-view may include identifying a camera alignment model describing a first candidate alignment path for a defined location in a first input frame and a second candidate alignment path for the defined location in a second input frame, identifying a third candidate alignment path spatially adjacent to the first candidate alignment path, identifying a fourth candidate alignment path spatially adjacent to the second candidate alignment path, identifying a first point along the first candidate alignment path or the second candidate alignment path corresponding to a second point along the third candidate alignment path or the fourth candidate alignment path, and updating the camera alignment model based on the first point, the second point, or both.

Abstract: One embodiment of the present invention sets forth a technique for generating an augmented view of a location of interest for a user. The technique includes determining an image capture location based on the location of interest, and determining an image capture direction based on the image capture location. The technique further includes receiving an image associated with the image capture location and the image capture direction. The technique further includes processing the image based on a line of sight associated with a location of the user to generate a processed image and displaying the processed image to the user. Advantageously, the disclosed techniques enable a user to see through obstructions in the surrounding environment to view a location of interest.

Abstract: Systems and methods for video editing and playback are provided. In one implementation, a selected portion of a timeline for navigating media content can be repositioned and resized by user input actions received along various axes relative to the timeline. In another implementation, a plurality of signals associated with media content can be intelligently weighted based on user group historical attributes to identify portions of interest in the media content. In a further implementation, an experience map for media content is provided in which a representative signature for the content includes visual signal intensity representations and social interest concentrations over the length of the content. In another implementation, a subset of filters is determined for recommendation to a user based on one or more attributes associated with at least one of media content, the user, a group of users, or a user device.

Abstract: A controller for an imaging terminal having an imaging device and a first displaying device includes a processor and a memory. The memory stores instructions, when executed by the processor, causing the processor to perform: acquiring shot image data, the shot image data being obtained by shooting a second displaying device which is a part of an apparatus, the apparatus being a target device to be shot, the second displaying device being configured to display a specific state image indicative of a current state of the apparatus; acquiring, by analyzing the shot image data, specific identification information for identifying specific relevant information associated with the specific state image; acquiring the specific relevant information by using the specific identification information; and controlling the first displaying device to display the specific relevant information.

Abstract: Methods and systems may provide for receiving an input image having an input pixel density and defining a single filter based on a sub-pixel modification value, wherein the single filter has a working lattice density that is greater than the input pixel density. Additionally, the single filter and the input image may be used to generate an output image. In one example, defining the single filter includes converting the input pixel density to the working lattice density at an aperture level of the single filter.

Abstract: To enable accurate stitching of images in generating a panoramic image by performing position adjustment of an image group with few characters, an image processing device includes: a calculation unit that calculates degrees of correlation between a plurality of images; a second calculation unit that calculates character amounts of a plurality of images; and an order determination unit that determines an order of performing position adjustment of the plurality of images for generating a panoramic image generated by stitching the plurality of images based on calculation results of the calculation unit and the second calculation unit.

Abstract: Provided is a mobile terminal including a main body, first and second cameras that are arranged on the front and rear sides of the main body, respectively, a sensing unit that senses the extent to which the main body moves when driving the first and second cameras, and a controller that when a panorama photographing mode is selected, drives the first and second cameras at the same time in such a manner that the first and second cameras capture their respective images depending on movement of the main body, and when the extent of the sensed movement of the main body falls out of a reference range, stops photographing and connects first images captured by the first camera and second images captured by the second camera to generate at least one panorama picture. The rotation of the main body within a reference range enables a panorama picture to be generated.

Abstract: A microscope system comprises: a stage carrying a sample; an optical system forming an sample image; a driver driving at least the optical system or stage to relatively moves the sample and optical system; an imaging section capturing a reference viewing field image as an image of a predetermined viewing field range of the sample and peripheral viewing field images each being an image of a peripheral viewing field range containing a predetermined region in the predetermined viewing field range and different from the predetermined viewing field range, by the driver moving the relative position of the sample; a correction gain calculator calculating a correction gain of each pixel of the reference viewing field image based on the reference viewing field image and peripheral viewing field image; and a corrector performing shading correction on the reference viewing field image based on the calculated correction gain.

Abstract: Example embodiments relate to generating a combined image of a presentation surface. In example embodiments, an image including a portion of a presentation surface is captured using a camera. A location identifier is then received, where the location identifier specifies a location of a digital version of the content displayed on the presentation surface. Next, the digital version of the content displayed on the presentation surface is retrieved from the location specified by the location identifier. Finally, a combined image is generated by combining the captured image and the retrieved digital version of the content displayed on the presentation surface.

Abstract: An apparatus for creating a panorama is provided, the apparatus including an image obtainer to obtain at least two images via at least two cameras, an overlapping area analyzer to analyze an overlapping area among the at least two cameras, and extract overlapping image information, an image segmentation unit to segment the at least two images in an object unit, and generate image segmentation information, a depth value extractor to extract a depth value of an object in the at least two images, an image focus setter to set a focus value based on the depth value for the plurality of segmented objects, and a panorama creator to create panorama content of which a focus is convertible using the image segmentation information and the focus value.

Abstract: A method and an apparatus for improving a main image by fusing the richer information contained in a secondary image are described. A 3D structure of objects contained in the secondary image is retrieved and a parallax-corrected version of the secondary image is generated using the 3D structure. For this purpose a camera pose for which a projection of the 3D structure of the objects contained in the secondary image best resembles the perspective in the main image is determined and the parallax-corrected version of the secondary image is synthesized based on the determined camera pose. The parallax-corrected version of the secondary image is then fused with the main image.

Abstract: Disclosed are techniques that provide a “best” picture taken within a few seconds of the moment when a capture command is received (e.g., when the “shutter” button is pressed). In some situations, several still images are automatically (that is, without the user's input) captured. These images are compared to find a “best” image that is presented to the photographer for consideration. Video is also captured automatically and analyzed to see if there is an action scene or other motion content around the time of the capture command. If the analysis reveals anything interesting, then the video clip is presented to the photographer. The video clip may be cropped to match the still-capture scene and to remove transitory parts. Higher-precision horizon detection may be provided based on motion analysis and on pixel-data analysis.

Abstract: A computer-implemented method and computing system for generating a slideshow is provided. The method may include generating, using one or more computing devices, an event page corresponding to a particular event, the event page associated with a social network. The method may also include allowing access to the event page to one or more members of the social network. The method may further include receiving at least one photograph at the event page from the one or more members of the social network, displaying the at least one photograph at the event page and generating a slideshow based upon, at least in part, the at least one photograph received at the event page.

Abstract: An automatic identification of one or more content books system and method are provided in which the one or more content books are identified based on holidays or events selected by the user.

Abstract: A compressive sensing system for dynamic video acquisition. The system includes a video signal interface including a compressive imager configured to acquire compressive sensed video frame data from an object, a video processing unit including a processor and memory. The video processing unit is configured to receive the compressive sensed video frame data from the video signal interface. The memory comprises computer readable instructions that when executed by the processor cause the processor to generate a motion estimate from the compressive sensed video frame data and generate dynamical video frame data from the motion estimate and the compressive sensed video frame data. The dynamical video frame data may be output.

Abstract: An image processing method includes acquiring a first image during a first exposure time, and a second image during a second exposure time, wherein the first exposure time is smaller than the second exposure time; acquiring the image region with the luminance greater than a first threshold in the second image as a first over-exposure region; acquiring the image region located at corresponding positions of the first over-exposure region and in the first image as a second over-exposure region; comparing the second over-exposure region and the first over-exposure region, for acquiring a first moving-object region; excluding the first moving-object region from the second over-exposure region, to generate a third over-exposure region; acquiring the image region located at corresponding positions of the third over-exposure region and in the second image as a fourth over-exposure region; and combining the third over-exposure region and the fourth over-exposure region.

Abstract: A marker-coordinate detecting unit detects coordinates of a stent marker on a new image when the new image is stored in an image-data storage unit; and then a correction-image creating unit creates a correction image from the new image through, for example, image transformation processing, so as to match up the detected coordinates with reference coordinates that are coordinates of the stent marker already detected by the marker-coordinate detecting unit in a first frame. An image post-processing unit then creates an image for display by performing post-processing on the correction image created by the correction-image creating unit, the post-processing including high-frequency noise reduction filtering-processing, low-frequency component removal filtering-processing, and logarithmic-image creating processing; and then a system control unit performs control of displaying a moving image of an enlarged image of a set region that is set in the image for display, together with an original image.

Abstract: Embodiments of the invention provide a method for scene understanding based on a sequence of image frames. The method comprises converting each pixel of each image frame to neural spikes, and extracting features from the sequence of image frames by processing neural spikes corresponding to pixels of the sequence of image frames. The method further comprises encoding the extracted features as neural spikes, and classifying the extracted features.

Abstract: A system and method for object and area detection and replacement in an image includes identifying an object or area in one or more sequential images that form a moving image sequence and replacing some or all of the identified object or areas with another image such that the image looks to be part of the original composition of the original image including lighting, shadows, placement, occlusion, orientation, position, and deformation.

Abstract: Systems, methods, and computer readable media for stitching or aligning multiple images (or portions of images) to generate a panoramic image are described. In general, techniques are disclosed for using motion data (captured at substantially the same time as image data) to align images rather than performing image analysis and/or registration operations. More particularly, motion data may be used to identify the rotational change between successive images. The identified rotational change, in turn, may be used to calculate a motion vector that describes the change in position between a point in a first image and a corresponding point in a subsequent image. The motion vector may be utilized to align successive images in an image sequence based on the motion data associated with the images.

Abstract: A method for product recognition from multiple images includes producing a plurality of recognition results for a plurality of input images, stitching the plurality of input images into a single stitched image; merging the plurality of recognition results using information from stitching the plurality of input images to generate a merged recognition result; and outputting the merged recognition result. The disclosure also includes systems for implementing the method.

Abstract: A matting method and apparatus for extracting a foreground object are disclosed. The matting method includes extracting one or more pixels from an input image and a trimap; calculating a first processing cost by extracting one or more nonlocal neighboring pixels; calculating a second processing cost by extracting one or more local neighboring pixels; and performing matting on the input image by estimating an opacity value for each of the extracted pixels based on the first and second processing costs. Accordingly, it is possible to perform high-quality image matting, and thus increase a performance in extracting a to foreground object from the input image, so that the matting method and apparatus can be applied to multiple-purpose image editing software.