1
Rajeev Sharma, Namsoon Jung, Hankyu Moon, Varij Saurabh: Method and system for dynamically targeting content based on automatic demographics and behavior analysis. VideoMining Corporation, April 5, 2011: US07921036 (52 worldwide citation)


The present invention is a method and system for selectively executing content on a display based on the automatic recognition of predefined characteristics, including visually perceptible attributes, such as the demographic profile of people identified automatically using a sequence of image frames ...


2
Hankyu Moon, Satish Mummareddy, Rajeev Sharma: Method and system for robust demographic classification using pose independent model from sequence of face images. VideoMining Corporation, December 7, 2010: US07848548 (33 worldwide citation)


The invention provides a face-based automatic demographics classification system that is robust to pose changes of the target faces and to accidental scene variables, by using a pose-independent facial image representation which comprises multiple pose-dependent facial appearance models. Given a seq ...


3
Hankyu Moon, Rajeev Sharma, Namsoon Jung: Method and system for determining the age category of people based on facial images. VideoMining Corporation, March 22, 2011: US07912246 (32 worldwide citation)


The present invention is a system and method for performing age classification or age estimation based on the facial images of people, using multi-category decomposition architecture of classifiers. In the multi-category decomposition architecture, which is a hybrid multi-classifier architecture spe ...


4
Hankyu Moon, Rajeev Sharma, Namsoon Jung: Method and system for estimating gaze target, gaze sequence, and gaze map from video. VideoMining Corporation, June 22, 2010: US07742623 (32 worldwide citation)


The present invention is a method and system to estimate the visual target that people are looking, based on automatic image measurements. The system utilizes image measurements from both face-view cameras and top-down view cameras. The cameras are calibrated with respect to the site and the visual ...


5
Hankyu Moon, Rajeev Sharma, Namsoon Jung: Method and system for measuring emotional and attentional response to dynamic digital media content. VideoMining Corporation, March 19, 2013: US08401248 (23 worldwide citation)


The present invention is a method and system to provide an automatic measurement of people's responses to dynamic digital media, based on changes in their facial expressions and attention to specific content. First, the method detects and tracks faces from the audience. It then localizes each of the ...


6
Hankyu Moon, Rajeev Sharma, Namsoon Jung: Method and system for measuring shopper response to products based on behavior and facial expression. VideoMining Corporation, July 10, 2012: US08219438 (22 worldwide citation)


The present invention is a method and system for measuring human response to retail elements, based on the shopper's facial expressions and behaviors. From a facial image sequence, the facial geometry—facial pose and facial feature positions—is estimated to facilitate the recognition of facial expre ...


7
Hankyu Moon, Rajeev Sharma, Namsoon Jung: Method and system for robust human gender recognition using facial feature localization. VideoMining Corporation, September 27, 2011: US08027521 (16 worldwide citation)


The present invention is a method and system to provide a face-based automatic gender recognition system that utilizes localized facial features and hairstyles of humans. Given a human face detected from a face detector, it is accurately localized to facilitate the facial/hair feature detection and ...


8
Hankyu Moon, Rajeev Sharma, Namsoon Jung: Method and system for robust human ethnicity recognition using image feature-based probabilistic graphical models. VideoMining Corporation, February 19, 2013: US08379937 (13 worldwide citation)


The present invention is a method and system to provide a face-based automatic ethnicity recognition system that utilizes ethnicity-sensitive image features and probabilistic graphical models to represent ethnic classes. The ethnicity-sensitive image features are derived from groups of image feature ...


9
Rajeev Sharma, Hankyu Moon, Varij Saurabh, Namsoon Jung: Method for augmenting transaction data with visually extracted demographics of people using computer vision. VideoMining Corporation, August 30, 2011: US08010402 (12 worldwide citation)


The present invention is a system and framework for augmenting any retail transaction system with information about the involved customers. This invention provides a method to combine the transaction data records and a customer or a group of customers with the automatically extracted demographic fea ...


10
Hankyu Moon, Rajeev Sharma, Namsoon Jung: Method and system for finding correspondence between face camera views and behavior camera views. VideoMining Corporation, August 28, 2012: US08254633 (12 worldwide citation)


The present invention is a method and system to provide correspondences between a face camera track and a behavior camera track, for the purpose of making correspondence between the data obtained from each track. First, multiple learning machines are trained so that each of the machines processes pa ...



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