Abstract: A desirable feature of a SERDES design is power savings. One way to achieve power savings is by keeping the CDR circuit OFF during most of the time when a link is active between a transmitter and a receiver. However, due to voltage supply noise, temperature fluctuations and uncorrelated crosstalk, the receiver data may shift and/or the eye may collapse if the CDR is not turned ON to take care of these modulations. To address such disadvantages, it is proposed to generate a CDR profile that can specify optimum CDR ON and OFF time so that link stability may be maintained while saving power.

Abstract: A method and system for analyzing shopper switching behavior over multiple shopping trips. Specifically, shopper behavior can be analyzed to generate a shopper behavior profile. Aggregating profile data across many shopping trips over time can then be used to generate analytics regarding the shopper's behavior regarding switching between products or brands and whether the shopper's purchase decisions occurred at-shelf or pre-shelf. Further, the data can be aggregated across many shoppers The analysis can then be used to make recommendations to manufacturers or retailers about how to influence shoppers to switch to a brand from a competitor, or to prevent a shopper from switching to a competitor. A deployment of cameras and mobile signal sensors can be utilized to recognize shoppers and track their behavior. Demographics information can also be estimated about the tracked shoppers.

Abstract: The present invention is a system and method for measuring effectiveness of a marketing campaign on digital signage on many different signage networks, by measuring the efficiency of the campaign at reaching targeted audience and the effectiveness of conveying the message. This invention provides a solution to the challenges created by wide variety of measurements and lack of accuracy. By using automated audience measurement, the current invention is able to collect, large, statistically significant data for analysis. Non-intrusive, computer based measurement also ensure that the data is free from any biases. The media content rating system will provide a quantitative measure of how many people did the campaign reach and what effect did it have. The data will be available at the aggregate level, at network level and down to the screen level.

Abstract: A method and system for cross-channel shopper behavior analysis. Tracking individual shopper behavior across many retail locations (i.e., across multiple channels) can be extremely valuable for product manufacturers and retails. A configuration of vision sensors and mobile access points can be used to detect and track shoppers as they travel a retail environment, forming a trajectory. The trajectory data can then be associated with Point of Sale data to form a full set of shopper behavior data. The shopper's data can then be aggregated for multiple visits to many retail locations in a geographic area. The aggregated shopper data can be filtered using application-specific criteria for further analysis.

Abstract: The present invention provides a comprehensive method for automatically and unobtrusively analyzing the in-store behavior of people visiting a physical space using a multi-modal fusion based on multiple types of sensors. The types of sensors employed may include cameras for capturing a plurality of images and mobile signal sensors for capturing a plurality of Wi-Fi signals. The present invention integrates the plurality of input sensor measurements to reliably and persistently track the people's physical attributes and detect the people's interactions with retail elements. The physical and contextual attributes collected from the processed shopper tracks includes the motion dynamics changes triggered by an implicit and explicit interaction to a retail element, comprising the behavior information for the trip of the people.

Abstract: A method and system for associating a physically identifiable feature of a person with the unique identifier of a mobile device carried by the person as detected across repeat visits to a physical location or multiple locations. Specifically, associating the face of a repeat visitor with a unique identifier of a mobile device, such as the device's MAC address, by means of a repeat visit analysis without any explicit or voluntary participation of the person, for example, in a form of providing their information by participation in a survey. For each detection of a particular MAC address associated with a mobile device at a particular physical location, a set of candidate faces can be captured at that physical location. Revisiting faces can be identified and grouped together, and a probability that each group of faces is associated with a particular MAC address can then be calculated.

Abstract: A computer implemented method and apparatus for displaying IPM messages based on an individual's past message interaction. The method comprises displaying an in-product message of a first plurality of in-product messages associated with a first product feature of a plurality of available product features; receiving an input with the displayed in-product message; based on the received input, determining that a threshold is not met; and displaying an in-product message of a second plurality of in-product messages associated with a second product feature of the plurality of available product features when the threshold is not met.

Abstract: A modulator for a sub-cool condenser assembly including a condenser. The modulator includes a plurality of extruded tubes positioned to convey liquid refrigerant towards an outlet of the modulator.

Abstract: A method and system for associating an image of a face of at least a person with Point-of-Sale (PoS) data by aligning a first event time series with a second event time series based on a dynamic time disparity. An exemplary embodiment can generate an event time series containing facial recognition data for a person or persons during the PoS transaction process. These data can form a vision-based checkout event time series. An embodiment can also collect PoS transaction data from the retail checkout system, using timestamp information to create a second event time series. As there may be a time disparity between the time series, they can then be aligned in order to match events from one time series to the other. Faces identified in checkout events in the first time series can be registered to PoS events and the results stored in a database.

Abstract: A heat exchanger includes a core, which has a plurality of core fins and a plurality of tubes, and a side plate. The plurality of tubes extend along a first direction. The plurality of core fins are stacked with the plurality of tubes along a second direction, which is perpendicular to the first direction. The side plate is stacked with the core along the second direction. The side plate includes a plurality of plate fins.

Abstract: Apparatus, systems, and methods may operate to within the context of a shared document review process to receive an updated comment associated with an original comment by a comment series identifier. Further actions may include generating a comment differentiation identifier that serves to differentiate the updated comment from the original comment, and storing at least a portion of the updated comment and the comment differentiation identifier in a collaboration comment repository. Using stored document version history and a timeline, the state of the document at a particular point in time, and a history of the comment series can be rendered as a result. Additional apparatus, systems, and methods are disclosed.

Abstract: The present invention is a method and system for rating in-store media elements based on the measurement for behavior patterns and demographics of the audience in the vicinity of the media element, where a plurality of input images of the audience are captured by at least a means for capturing images in the vicinity of the media element. The input images are processed by automated video analytic algorithms in order to measure the behavior patterns and demographics of each person in the audience tied to the media element. The measurements for the behavior patterns and demographics of the audience from the target media elements are aggregated. A set of ratings for the media element is calculated based on the measurements. The measured media elements are sampled, and the audience measurement for the sample is extrapolated to other media elements for in-store locations or for a group of stores. The ratings are converted into a standardized output.

Abstract: The present invention is a method and system for automatically recognizing which products a shopper intends to find or purchase based on the shopper's trajectory in a retail aisle. First, the system detects and tracks the person to generate the trajectory of the shopper. Then some of the dynamic features are extracted from the shopper trajectory. The shopper trajectory features of a given trajectory are typically the positions, the motion orientations, and speeds at each point of the trajectory. A shopper behavior model is designed based on some of the primitive actions of shoppers. The last step of the method is to analyze a given shopper trajectory to estimate the shopper's intention. The step either utilizes decision rules based on the extracted shopper trajectory features, or utilizes a trained Hidden Markov Model, to estimate the progression of the primitive actions from the trajectory.

Abstract: A computer implemented method and apparatus for automatically aggregating metadata and e-mail attachments from various e-mail providers in a cloud repository. The method comprises accessing account information for one or more related e-mail accounts; accessing one or more e-mails from the one or more e-mail accounts using the received account information, wherein the one or more e-mails comprise one or more documents as one or more attachments; extracting metadata from each e-mail in the one or more e-mails that comprises at least one attachment, wherein the metadata comprises information that identifies the attachment and an associated e-mail; and storing the metadata in a cloud repository.

Abstract: A heat exchanger includes a core, which has a plurality of core fins and a plurality of tubes, and a side plate. The plurality of tubes extend along a first direction. The plurality of core fins are stacked with the plurality of tubes along a second direction, which is perpendicular to the first direction. The side plate is stacked with the core along the second direction. The side plate includes a plurality of plate fins.

Abstract: A structure for separating condensate formed in a charge-air-cooler of a turbocharged engine system. The structure may include ribs that catch and direct condensate away from the outlet. The structure may also include a deflector and water dam that prevents condensation from exiting the charge-air-cooler outlet. The condensate maybe be collected and simply drained to outside of the vehicle.

Abstract: The present invention is a system and method for performing ethnicity classification based on the facial images of people, using multi-category decomposition architecture of classifiers, which include a set of predefined auxiliary classifiers that are specialized to auxiliary features of the facial images. In the multi-category decomposition architecture, which is a hybrid multi-classifier architecture specialized to ethnicity classification, the task of learning the concept of ethnicity against significant within-class variations, is handled by decomposing the set of facial images into auxiliary demographics classes; the ethnicity classification is performed by an array of classifiers where each classifier, called an auxiliary class machine, is specialized to the given auxiliary class. The facial image data is annotated to assign the age and gender labels as well as the ethnicity labels.

Abstract: A connector device has an accommodation space, which is configured to accommodate a nut having an inner thread. The nut is configured to be screwed with a coupler and to be connected with an external pipe through the coupler. The connector device is configured to be fixed to the nut by, for example, crimping.

Abstract: A structure for separating condensate formed in a charge-air-cooler of a turbocharged engine system. The structure may include ribs that catch and direct condensate away from the outlet. The structure may also include a deflector and water dam that prevents condensation from exiting the charge-air-cooler outlet. The condensate maybe be collected and simply drained to outside of the vehicle.

Abstract: The present invention is a system and method for modeling faces from images captured from a single or a plurality of image capturing systems at different times. The method first determines the demographics of the person being imaged. This demographic classification is then used to select an approximate three dimensional face model from a set of models. Using this initial model and properties of camera projection, the model is adjusted leading to a more accurate face model.