Abstract: The present application presents methods and apparatuses for detecting target objects in an image sequence of a monitoring region. In some examples, such methods may include adjusting pixel values of images of the image sequence for interference components associated with at least one interfering object, generating the interference components associated with the at least one interfering object that is situated in the monitoring region, searching the image sequence for the target objects based on the adjusted pixel values, detecting a start of a predetermined sequence of motions associated with the interfering object, and computing an instantaneous position of the at least one interfering object during the predetermined sequence of motions, wherein adjusting the pixel values of the images is based upon the instantaneous position.

Abstract: Methods and systems for object detection using multiple sensors are described herein. In an example embodiment, a vehicle's computing device may receive sensor data frames indicative of an environment at different rates from multiple sensors. Based on a first frame from a first sensor indicative of the environment at a first time period and a portion of a first frame that corresponds to the first time period from a second sensor, the computing device may estimate parameters of objects in the vehicle's environment. The computing device may modify the parameters in response to receiving subsequent frames or subsequent portions of frame of sensor data from the sensors even if the frames arrive at the computing device out of order. The computing device may provide the parameters of the objects to systems of the vehicle for object detection and obstacle avoidance.

Abstract: A boundary detection apparatus includes an acquisition unit, an extraction unit and a detection unit. The acquisition unit acquires a disparity image based on information obtained by capturing an image of a peripheral environment of a vehicle. The extraction unit extracts predetermined pixel regions from first and second pixel regions of the disparity image based on a disparity gradient direction of the first pixel region and a disparity gradient direction of the second pixel region. The detection unit detects a boundary of a step surface existing alongside a road by joining together at least some of the predetermined pixel regions extracted by the extraction unit. The first and second pixel regions sandwich the predetermined pixel region. An angle formed by the disparity gradient direction of the first pixel region and the disparity gradient direction of the second pixel region is within a predetermined angular range of a right angle.

Abstract: The method and apparatus segment parts from a main target image, represent each part as a vertex in a spanning tree, use a detector to generate a confidence map of a location of each part in a succeeding video frame and apply scale change to detector sliding windows centered about each pixel in the part location image. In the succeeding video frame, the target location is sampled and a tracking probability is generated for each part bounding box, with the tracking probability having the maximum value being selected as the location of the target in the succeeding video frame.

Abstract: A method for represents the surroundings of a vehicle with at least two levels of resolution in a surroundings model, preferably for a vehicle having a sensor system for monitoring the surroundings and at least one driver assistance system. The surroundings model preferably represents a probability grid having a plurality of grid cells. Data from at least two grid cells at a higher level of resolution are combined and stored in a grid cell at a lower level of resolution.

Abstract: A mobile object control apparatus includes a movement predictor and a mobile object controller. If a specific object having at least one tire is detected, the movement predictor starts to predict a movement of the specific object. The mobile object controller controls the behavior of a mobile object in view of the movement of the specific object that is predicted by the movement predictor.

Abstract: Embodiments include methods, devices, software, and systems for identifying a person based on relatively permanent pigmented or vascular skin mark (RPPVSM) patterns in images. Locations of RPPVSMs in different images of people are point matched, and a correspondence probability that the point matched RPPVSMs are from different people is calculated. Other embodiments are also described. Other embodiments are also described and claimed.

Abstract: A decision device for deciding whether an eye having a macula and an optical axis is real or false includes: lighting means emitting an infrared flux towards the eye along an entry axis; an infrared capture means for capturing an image of the eye along an exit axis, the entry and exit axes being aligned with the optical axis so that the macula illuminated by the lighting means under the incidence of the entry axis is seen by the capture means; processing means for detecting, on an image captured by the capture means, whether a peripheral zone representing the iris exists and whether a central zone in the peripheral zone, the color of which is representative of the macula existence, exists, and for delivering information representing this detection; and decision means for deciding whether the eye is real or false according to the information delivered by the processing means.

Abstract: A method for classification includes receiving inspection data associated with a plurality of defects found in one or more samples and receiving one or more benchmark classification comprising a class for each of the plurality of defects. A readiness criterion for one or more of the classes is evaluated based on the one or more benchmark classification results, wherein the readiness criterion comprises for each class, a suitability of the inspection data for training an automatic defect classifier for the class. A portion of the inspection data is selected corresponding to one or more defects associated with one or more classes that satisfy the readiness criterion. One or more automatic classifiers are trained for the one or more classes that satisfy the readiness criterion using the selected portion of the inspection data.

Abstract: An image processing method improves the extraction accuracy of objects other than symbols. The image processing method may include four processes. In the first process, an image is input. In the second process, a symbol in the image is read. In the third process, a mask area including the symbol is set. In the fourth process, an object located in an area other than the mark area in the image is recognized.

Abstract: In one embodiment, a computing device determines one or more points of interest in an image. The computing device selects a viewport position including a pre-determined number of the points of interest. The computing device crops the image based at least in part on the viewport position.

Abstract: Some aspects of the invention relate to a mobile apparatus including an image sensor configured to convert an optical image into an electrical signal. The optical image includes an image of a vehicle license plate. The mobile apparatus includes a license plate detector configured to process the electrical signal to recover information from the vehicle license plate image. The mobile apparatus includes an interface configured to transmit the vehicle license plate information to a remote apparatus and receive verification for a loan in response to the transmission.

Abstract: When there is a possibility that a third character region is redundantly selected in both a case where the line extraction process is performed starting from a first character region and a case where the line extraction process is performed starting from a second character region located in a line different from a line containing the first character region, the line recognition unit determines which line to incorporate the third character region in, by comparing a case of incorporating the third character region into the line starting with the first character region, with a case of incorporating the third character region into the line starting with the second character region.

Abstract: An image processing system and method is provided. The image processing system includes extracting a first local statistical characteristics from an observed image, generating a low-pass filter according to the first local statistical characteristics to generate a predicted noise image, and extracting second local statistical characteristics from the predicted noise image, extracting a third local statistical characteristics from a predicted original image using the first local statistical characteristics of the observed image and the second local statistical characteristics of the predicted noise image, and setting a flag level indicating a noise level for each pixel of the observed image according to the third local statistical characteristics of the predicted original image to detect noise, and setting a filter coefficient according to the flag level of the detected noise to remove the noise, and restoring the observed image.

Abstract: A portable articulated arm coordinate measuring machine includes a noncontact 3D measuring device that has a projector configured to emit a first pattern of light onto an object, a scanner camera arranged to receive the first pattern of light reflected from the surface of the object, an edge-detecting camera arranged to receive light reflected from an edge feature of the object, and a processor configured to determine first 3D coordinates of an edge point of the edge feature based on electrical signals received from the scanner camera and the edge-detecting camera.

Abstract: An image processing apparatus includes an obtaining unit and an arranging unit. The obtaining unit obtains a first image, a second image, and a third image. The first image is an image captured with the focus set at a first distance. The second image is an image captured with the focus set at a second distance different from the first distance. The third image is an image captured using an f-number larger than an f-number used in capturing of the first image and the second image. The arranging unit arranges at least a part of the first image and at least a part of the second image at a position based on the third image.

Abstract: A system and method for active contour segmentation. An image of a first and at least a second structure, a first position for the first structure, and at least a second position for the at least second structure are received, the first and the at least second positions are set as a first and an at least second initial contour, and the first and the at least second initial contours are concurrently and iteratively deformed to respectively expand into a first and at least a second expanded contour matching a shape of the first and the at least second structure by applying constraints to each point of the first and the at least second initial contour, comprising a constraint for preventing the first and at least one of the at least second initial contour from intersecting one another upon being deformed, and the constraints are updated after each iteration.

Abstract: An imaging system of a vehicle is provided herein. A camera is configured to capture images of a rear vehicle scene containing a trailer attached to the vehicle. A device is configured to remove contaminants on a lens of the camera. A controller is configured to analyze the captured images and activate the device based on the image quality of the captured images and a motion of the trailer relative to the vehicle.

Abstract: Aspects of the disclosure relate to providing users with sequences of images of physical locations over time or time-lapses. In order to do so, a set of images of a physical location may be identified. From the set of images, a representative image may be selected. The set may then be filtered by comparing the other images in the set to the representative image. The images in the filtered set may then be aligned to the representative image. From this set, a time-lapsed sequence of images may be generated, and the amount of change in the time-lapsed sequence of images may be determined. At the request of a user device for a time-lapsed image representation of the specified physical location, the generated time-lapsed sequence of images may be provided.

Abstract: Disclosed is an image processing device that includes: a storage unit that holds model information including information indicating a plurality of feature points of a detection object; a correspondence-relationship determination unit that extracts a plurality of feature points included in an input image as a two-dimensional image or a three-dimensional image and that determines a correspondence relationship between an extracted plurality of feature points and a plurality of feature points of the model information; and a position estimating unit that estimates, based on the correspondence relationship, one or a plurality of second positions of the input image corresponding to one or a plurality of first positions set relatively to the detection object. The one or plurality of first positions is included in a point, a line, or a region.

Abstract: A method includes adapting the universal generative model of local descriptors to a first camera to obtain a first camera-dependent generative model. The same universal generative model is also adapted to a second camera to obtain a second camera-dependent generative model. From a first image captured by the first camera, a first image-level descriptor is extracted, using the first camera-dependent generative model. From a second image captured by the second camera, a second image-level descriptor is extracted using the second camera-dependent generative model. A similarity is computed between the first image-level descriptor and the second image-level descriptor. Information is output, based on the computed similarity. The adaptation allows differences between the image-level descriptors to be shifted towards deviations in image content, rather than the imaging conditions.

Abstract: A system, apparatus, method, and computer-readable medium for optimizing classifiers are disclosed. The optimization process can include receiving one or more training examples. The optimization process can further include assigning a loss parameter to each training example. The optimization process can further include optimizing each loss parameter of each training sample based on a sample variance of each training example using a non-linear function. The optimization process can further include estimating a classifier from the one or more weighted training samples. The optimization process can further include assigning a loss parameter to the classifier based on a number of training examples that the classifier correctly classified and a number of training examples that the classifier incorrectly classified. The optimization process can further include adding the weighted classifier to an overall classifier.

Abstract: An apparatus and method to facilitate finding recommendations for a query image are disclosed herein. A color histogram is determined corresponding to the query image. Determining at least one of a visual pattern included in the query image, a dominant color of the query image, or an orientation histogram corresponding to the query image. Performing comparison of a first image attribute of the query image to a second image attribute of an inventory image corresponding to an inventory item, wherein the first image attribute used in the comparison is selected from among the color histogram, the dominant color, and the orientation histogram. The selection of the first image attribute is based on a confidence score associated with the visual pattern, the dominant color, or a directionality present in the query image.

Abstract: Systems and methods for adding data to a printed publication are provided. One method includes receiving variable data and controlling an energy source to at least partially ablate the printed publication based on the variable data. The printed publication is printed on the substrate using the commercial printing press based on fixed data. Controlling the energy source to at least partially ablate the printed publication includes, after the printed publication has been printed on the substrate by the commercial printing press based on the fixed data, controlling the energy source to remove a portion of the printed publication based on the variable data.

Abstract: Provided is an information processing apparatus that includes a first display unit configured to display the name of registered print setting information; a determination unit configured to determine whether or not print setting information set for output data and print setting information of the name are identical when the output data is generated based on the print setting information set via a setting screen; and a second display unit configured to display the name of the registered print setting information as the name of the print setting information set for the output data when the determination unit determines that the print setting information set for the output data and the print setting information of the name are identical.

Abstract: In an image recording apparatus, when an advance notification about execution of interrupt recording is accepted at a first time point that is a middle of creation of raster data on a first processed page of a first job and when an instruction for execution of the interrupt recording is accepted at a second time point that is a middle of creation of raster data on a second processed page of the first job, a controller continues creation of the raster data on the first job and storing of the created raster data until the second time point. The controller stores yet-to-be-recorded raster data that is a portion of the raster data on the first job and that corresponds to at least one page before the second processed page. The controller releases a storage area storing the raster data created for the first job.

Abstract: An image forming apparatus is provided with a storage unit for storing setting information including at least a size of a substitute recording medium, and a processing unit for executing a print instruction by automatically changing a size of a recording medium to be used to the size of the substitute recording medium based on the setting information stored in the storage unit, when the size of the recording medium specified by the print instruction is not available.

Abstract: A printing apparatus inputs print data, generates a driving pulse to cause a plurality of print elements of a printhead to perform a printing operation and generates a print data signal based on the input print data to cause the printhead to print on a print medium. At this time, for example, the signal generation timing is controlled so as to determine, based on a driving pulse width, a generation range of the print data signal so as not to overlap with the leading edge and the trailing edge of the driving pulse. Subsequently, the generated driving pulse and the generated print data signal are transferred to the printhead, and the printhead is driven to print on the print medium.

Abstract: An image recording apparatus includes a controller configured to control an image recorder to execute a recording processing in a first mode or a second mode. In the first mode, the controller controls the image recorder to execute the recording processing when a specific-type cartridge has not been connected to a connecting portion and controls the image recorder not to execute the recording processing when the specific-type cartridge has been connected to the connecting portion. In the second mode, the controller controls the image recorder to execute the recording processing in any of a case where the specific-type cartridge has not been connected to the connecting portion and a case where the specific-type cartridge has been connected to the connecting portion. The controller stores first recording information relating to the recording processing executed when the specific-type cartridge has been connected to the connecting portion.

Abstract: Example systems and related methods may relate to processing and printing print data in the case of an error. Namely, a printing device may include a communication interface and a controller. The controller includes a processor configured to execute instructions. The instructions include receiving multi-page print data in a first file format via a communication interface. The instructions also include when an error condition is determined during print data processing, responsively transmitting an error message via the communication interface and storing an error page location. The instructions further include receiving the print data in a second file format and determining a remainder portion and a discard portion of the print data in the second file format based on the error page location. The instructions further include processing the remainder portion of the print data in the second file format.

Abstract: Disclosed are various embodiments for augmenting and updating content data using encrypted machine-readable identifiers. A client application may be employed to transfer a first amount of data to a reader device using a first machine-readable identifier, where the reader device has access to at least one cryptographic key capable of decrypting the data. If the first amount of data is modified or augmented on the reader device, the client application may capture an image of a second machine-readable identifier generated by the reader device, decode and decrypt the machine-readable identifier to identify a second amount of data, and reconcile differences between the first amount of data and the second amount of data.

Abstract: An electronic device and method for transmitting information on a barcode by using an infrared Light Emitting Diode (LED) are provided. The method includes transforming a displayed barcode into a binary code, and lighting ON/OFF an infrared LED according to set order based on the binary code.

Abstract: An antenna module includes an antenna element including coil patterns and via conductors coupling together two adjacent two coil patterns. At least one of the coil patterns has a spiral shape, is wound three or more turns parallel or substantially parallel to an outer edge of a principal surface of a multilayer body, includes a first partial pattern including an outer end portion, a second partial pattern extending parallel or substantially parallel with the first partial pattern and being adjacent to the first partial pattern with a first gap provided therebetween, and a third partial pattern extending parallel or substantially parallel with the second partial pattern and being adjacent to the second partial pattern with a second gap provided therebetween, the second gap being smaller than the first gap.

Abstract: A tag housing assembly for attaching an electronic tag to an extending neck of a bottle with a perimetrical undercut thereabout. The tag housing assembly includes a tag housing, at least one electronic tag and a retaining device. The tag housing includes a perimetrical exterior side wall extending between a top surface and a base plate to define an interior and an opening extending through the top surface and base plate for receiving the extending neck of the bottle. The at least one electronic tag is located in the interior. The retaining device extends into the opening and defines an adjustable aperture for engaging the extending neck of the bottle. When the tag housing is in a closed position, the retaining device is secured to the neck of the bottle.

Abstract: An antenna device is configured as a jacket of a communication terminal, such as a mobile terminal, and a communication apparatus includes the antenna device attached to the communication terminal. The antenna device uses an HF-band high frequency signal as a carrier frequency, and is configured as a reader/writer antenna device for a near field communication system. The base body of the antenna device is a plate-shaped base member made of a resin. An antenna coil and a feeding coil are provided integrally with the plate-shaped base member. High-frequency signals are transmitted between the feeding coil and the antenna coil through magnetic coupling in a non-contact manner.

Abstract: Systems and methods are provided for measuring articles contained within and/or dispensed from a receptacle. The present invention incorporates a counter device that measures the displacement of a conductive target relative to an LC circuit using an inductance-to-digital converter. In operation, a change in weight of articles in a receptacle will displace or deform a conductive target relative to the position of the LC circuit and, as such, it will create a measurable differential relating to inductance. Based on the measured differential, the number of articles (e.g., pills) within and/or taken from the receptacle is determined using a processor. In accordance with a further aspect, the counter is configured to compensate for a temperature-dependent variation in the measured electrical parameter algorithmically using the processor and/or through the particular configuration of the receptacle components.

Abstract: A method for generating patterns with a network includes providing a recursive network of sub-networks with a parent feature node and at least two child feature nodes; and at a first sub-network of the recursive network, the first sub-network including the parent feature node and the at least two child feature nodes, selecting a first pool node and a second pool node consistent with a selection function of the parent feature node, selecting at least a first parent-specific child feature (PSCF) node that corresponds to a first child feature node of the sub-network, selecting at least a second parent-specific child feature (PSCF) node that corresponds to a second child feature node of the sub-network; and compiling the state of final child feature nodes, including the first and second child feature nodes, of the network into a generated output.

Abstract: A system includes: a recursively architected network of sub-networks organized into a hierarchical layers; the sub-networks including at least a parent feature node, a pool node, a parent-specific child feature (PSCF) node, and a child feature node; the parent feature node of at least one sub-network configured with a selection function actionable on at least two pool nodes connected to the parent feature node of the at least one sub-network; the pool node of the at least one sub-network configured with a selection function actionable on at least two PSCF nodes connected to the pool node of the at least one sub-network; the PSCF node of the at least one sub-network configured to activate a connected child feature node; the child feature node connectable to at least a parent feature node of a sub-network at a lower hierarchical layer.

Abstract: Techniques are described for determining and using information related to domains of interest, such as by automatically analyzing documents and other information related to a domain in order to automatically determine relationships between particular terms within the domain. Such automatically determined information may then be used to assist users in obtaining information from the domain that is of interest (e.g., documents with contents that are relevant to user-specified terms and/or to other terms that are determined to be sufficiently related to the user-specified terms). For example, recommendations may be automatically generated for a user by using information about specified preferences or other interests of the user with respect to one or more terms and identifying other particular terms that are sufficiently probable to be of interest to that user, such as based on a generated probabilistic representation of relationships between particular terms for the domain.

Abstract: Embodiments are generally directed to neural network training for library-based critical dimension metrology. An embodiment of a method includes optimizing a threshold for a principal component analysis of a spectrum data set to provide a principal component value, estimating a training target for one or more neural networks, training the one or more neural networks based both on the training target and on the principal component value provided from optimizing the threshold for the principal component analysis, and providing a spectral library based on the one or more trained neural networks.

Abstract: Systems and methods for signal detection are described. The method comprises obtaining, by a data processing module, data from one or more data sources. The method further comprises standardizing the data, by the data processing module, based on at least one template to obtain standardized data. The standardized data have data properties depicting a format and a size of the data. Further, the method comprises determining, by an analysis module, one or more detection rules based on at least one of recommendation data and the data properties of the standardized data. The method further comprises detecting, by the analysis module, at least one signal present in the standardized data based on the one or more detection rules.

Abstract: Descriptive data relating to at least a subset of a plurality of entities on a website is retrieved over a network. Endorsement data relating to the plurality of entities is retrieved from the website. A first set of probabilities is determined reflecting a probability that endorsements can be attributed to specific aspects. A second set of probabilities is determined reflecting a probability that terms can be attributed to aspects. Using the first set of probabilities and the second set of probabilities, a subset of the terms that are most probably associated with each entity are selected. Tags are then generated for each entity using the selected terms.

Abstract: A method and system is provided for detecting at risk structures due to mask overlay that occur during lithography processes. The method can be implemented in a computer infrastructure having computer executable code tangibly embodied on a computer readable storage medium having programming instructions. The programming instructions are operable to obtain a simulation of a metal layer and a via, and determine a probability that an arbitrary point (x, y) on the metal layer is covered by the via by calculating a statistical coverage area metric followed by mathematical approximations of a summing function.

Abstract: A network device may receive a subscriber's activity data for a plurality of network resources associated with the subscriber. The subscriber's activity data may be analyzed and a tailored notification instruction may be provided for alerting the subscriber.

Abstract: Apparatus and methods enable active compensation for unwanted discrepancies in the superconducting elements of a quantum processor. A qubit may include a primary compound Josephson junction (CJJ) structure, which may include at least a first secondary CJJ structure to enable compensation for Josephson junction asymmetry in the primary CJJ structure. A qubit may include a series LC-circuit coupled in parallel with a first CJJ structure to provide a tunable capacitance. A qubit control system may include means for tuning inductance of a qubit loop, for instance a tunable coupler inductively coupled to the qubit loop and controlled by a programming interface, or a CJJ structure coupled in series with the qubit loop and controlled by a programming interface.

Abstract: The subject matter relates to multiple parallel ensembles of early stage spherical pulses radiated through engineered arrays forming the foundation for quantized computer processors taking advantage of integer thermodynamics. The materials, architecture and methods for constructing micro- and/or nano-scale three-dimensional cellular arrays, cellular series logic gates, and signature logic form the basis of small- and large-scale apparatuses used to execute logic, data bases, memory, mathematics, artificial intelligence, prime factorization, optical routing and artificial thought tasks not otherwise replicated in electron-based circuits.

Abstract: A predictive coding system updates a plurality of training documents for an untrained classification model based on a plurality of additional documents. The plurality of additional documents are selected from a plurality of unlabeled documents based on a decision hyperplane associated with a first trained classification model. The predictive coding system provides the updated plurality of training documents to the untrained classification model to cause the untrained classification model to be retrained and to cause a second trained classification model to be generated.

Abstract: Computer-implemented methods and systems are disclosed for making a recommending providing a post on a social media forum. One exemplary embodiment involves utilizing machine-learning techniques to produce a model capable of determining optimal post recommendations from various posting factors. The model may be produced from historical post information regarding various posts made by, for instance, marketers on a social media forum and corresponding community interest responses to the posts made by the community of users associated with the social media forum. The model may be provided to a recommendation engine.

Abstract: An enterprise value assessment tool includes a feedback engine executed by a computer processor. The feedback engine is implemented as a workbook having a tree structure of weighted nodes configured to generate scores according to user inputs regarding an enterprise respective of market drivers and operational drivers. A threshold engine executed by the computer processor uses the scores to calculate an asset rating and an enterprise value. An output engine executed by the computer processor displays contents of the workbook according to user selections, supplies the user inputs to the feedback engine, and generates one or more reports, including an enterprise value report containing the asset rating and the enterprise value.

Abstract: A method for scheduling an information technology (IT) project includes receiving a project request at an interface and determining one or more tasks associated with the project request. The method also includes identifying one or more hardware components coupled to a network operable to perform each of the one or more tasks and retrieving a schedule for each of the identified hardware components. The method further includes selecting a hardware component to perform each of the one or more tasks scheduling each of the selected hardware components to perform each of the one or more tasks.