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BXGrid: Biometrics Research Gridbxgrid.cse.nd.edu
BXGrid is an online repository and experimental management system for biometrics research at Notre Dame. With a few clicks, a user can browse and process hundreds of thousands of images and movies of irises, faces, and other biometric data, and dispatch large scale experiments to our Condor pool. This project is a collaboration between the Computer Vision Research Lab and the Cooperative Computing Lab at Notre Dame.
BXGrid uses relational database to manage biometrics properties of a recording (image or movie). Metadata: recording id, subject id, facial expression, camera sensor equiment, lightning condition... are sotred using a strong schema. Using database to manage metadata of a large number of images and videos makes searching much easier.
BXGrid utilizes an array of Active Storage Cluster to store biometrics data: images and movies. BXGrid backend storage system includes 42 Chirp servers. Biometrics data is replicated throughout BXGrid storage servers. BXGrid maintains three copies of each images or movies in three diffrent Chirp servers. Location of each replica is store in BXGrid database. Other informations regrading a recording such as size and checksum are also kept. These informations are used in aiding audit and repair process.
BXGrid is connected to a Computing Grid. BXGrid makes use of Condor pool at Notre Dame. Condor pool provides BXGrid much needed computational power. BXGrid helps biometrics researchers conduct a wide range of experiment, for example: to evaluate an iris comparison algorithm on 60,000 irises.
User interacts with BXGrid using a web portal. User can navigate the system, browsing irises and faces, validating metadata, creating datasets and sharing datasets with each other. The web portal is only accessible within Notre Dame campus network.
BXGrid was the feature story in an issue of International Science Grid This Week.
(Showing papers with tag bxgrid. See all papers instead.)
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