Abstract: A method for biometric identification for use with a computing device is provided herein. The method includes capturing a temporal sequence of images of the face of a user at different locations within a three-dimensional interaction space. The method further includes extracting one or more face descriptors from the images and generating a biometric template compiling the face descriptors.

Abstract: A method for biometric identification for use with a computing device is provided herein. The method includes capturing a temporal sequence of images of the face of a user at different locations within a three-dimensional interaction space. The method further includes extracting one or more face descriptors from the images and generating a biometric template compiling the face descriptors.

Abstract: Technology for testing a target recognition, analysis, and tracking system is provided. A searchable repository of recorded and synthesized depth clips and associated ground truth tracking data is provided. Data in the repository is used by one or more processing devices each including at least one instance of a target recognition, analysis, and tracking pipeline to analyze performance of the tracking pipeline. An analysis engine provides at least a subset of the searchable set responsive to a request to test the pipeline and receives tracking data output from the pipeline on the at least subset of the searchable set. A report generator outputs an analysis of the tracking data relative to the ground truth in the at least subset to provide an output of the error relative to the ground truth.

Abstract: Methods and computer-readable media for determining relevant search categories, such as images, videos, news, health, maps, products, etc., and subcategories that are associated with the search categories based on a query submitted by a user on a search page and displaying the relevant search categories and subcategories on an initial search results page. A query may be inputted by a user and may be received. A set of suggested refinement links, which may include search categories and subcategories, may be identified as being relevant to the query. Further, the subcategories, when selected, may return narrower search results than when a selection is made of a search category. Additionally, the initial search results page may be generated and may include the set of suggested refinement links determined to be relevant to the query, as well as search results.

Abstract: Technology for testing a target recognition, analysis, and tracking system is provided. A searchable repository of recorded and synthesized depth clips and associated ground truth tracking data is provided. Data in the repository is used by one or more processing devices each including at least one instance of a target recognition, analysis, and tracking pipeline to analyze performance of the tracking pipeline. An analysis engine provides at least a subset of the searchable set responsive to a request to test the pipeline and receives tracking data output from the pipeline on the at least subset of the searchable set. A report generator outputs an analysis of the tracking data relative to the ground truth in the at least subset to provide an output of the error relative to the ground truth.

Abstract: Technology for testing a target recognition, analysis, and tracking system is provided. A searchable repository of recorded and synthesized depth clips and associated ground truth tracking data is provided. Data in the repository is used by one or more processing devices each including at least one instance of a target recognition, analysis, and tracking pipeline to analyze performance of the tracking pipeline. An analysis engine provides at least a subset of the searchable set responsive to a request to test the pipeline and receives tracking data output from the pipeline on the at least subset of the searchable set. A report generator outputs an analysis of the tracking data relative to the ground truth in the at least subset to provide an output of the error relative to the ground truth.

Abstract: A method for biometric identification for use with a computing device is provided herein. The method includes capturing a temporal sequence of images of the face of a user at different locations within a three-dimensional interaction space. The method further includes extracting one or more face descriptors from the images and generating a biometric template compiling the face descriptors.

Abstract: Technology for testing a target recognition, analysis, and tracking system is provided. A searchable repository of recorded and synthesized depth clips and associated ground truth tracking data is provided. Data in the repository is used by one or more processing devices each including at least one instance of a target recognition, analysis, and tracking pipeline to analyze performance of the tracking pipeline. An analysis engine provides at least a subset of the searchable set responsive to a request to test the pipeline and receives tracking data output from the pipeline on the at least subset of the searchable set. A report generator outputs an analysis of the tracking data relative to the ground truth in the at least subset to provide an output of the error relative to the ground truth.

Abstract: The present invention is related to constructing a search-result caption that represents content of a search result (e.g., webpage). Information that is extracted from the webpage and/or other webpages is categorized and ranked based on a perceived relevance to a user context.

Abstract: Methods of detecting organisms e.g. bacteria using stochastic confinement effects with microfluidic technologies involving plugs are provided. Signal amplification methods for the detection of molecules are also disclosed.

Abstract: Methods and computer-readable media for determining relevant search categories, such as images, videos, news, health, maps, products, etc., and subcategories that are associated with the search categories based on a query submitted by a user on a search page and displaying the relevant search categories and subcategories on an initial search results page. A query may be inputted by a user and may be received. A set of suggested refinement links, which may include search categories and subcategories, may be identified as being relevant to the query. Further, the subcategories, when selected, may return narrower search results than when a selection is made of a search category. Additionally, the initial search results page may be generated and may include the set of suggested refinement links determined to be relevant to the query, as well as search results.