The three primary face recognition tasks are verification, identification, and watchlist. In verification, the task is to accept or deny the identity claimed by a person. In identification, an image of an unknown person is matched to a gallery of known people. In the watchlist task, a face recognition system must first detect if an individual is on the watchlist. If the individual is on the watchlist, the system must then correctly identify the individual. We address the identification task. Due to the availability of large amounts of data acquired in a variety of conditions, robust techniques to handle uncontrolled acquisition conditions, small and scalable sample sizes to large gallery sizes are desirable.
In: International Joint Conference on Biometrics (IJCB), pp. 1-8, 2017.
In: Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2017.
Face Identification in Large Galleries Inproceedings
In: Workshop on Face Processing Applications, pp. 1-4, 2016.
Partial least squares for face hashing Journal Article
In: Neurocomputing, 213 , pp. 34–47, 2016.
Partial Least Squares for Face Hashing Masters Thesis
Federal University of Minas Gerais, 2015.
Learning to Hash Faces Using Large Feature Vectors Inproceedings
In: Content-Based Multimedia Indexing (CBMI), 13th International Workshop on, pp. 1–6, IEEE, 2015.
Thermal-to-visible Face Recognition using Partial Least Squares Journal Article
In: Journal of the Optical Society of America A, 32 (3), pp. 431–442, 2015.
In: Journal of Visual Communication and Image Representation, 32 , pp. 170 - 179, 2015, ISSN: 1047-3203.
SSIG and IRISA at Multimodal Person Discovery Inproceedings
In: Working Notes Proceedings of the MediaEval 2015 Workshop, 2015.
In: Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2014.
In: IEEE International Conference on Automatic Face and Gesture Recognition, 2013.
In: BMVC, pp. 1–12, 2012.
Face identification using large feature sets Journal Article
In: Image Processing, IEEE Transactions on, 21 (4), pp. 2245–2255, 2012.
In: IEEE Workshop on Applications of Computer Vision, pp. 121-128, 2012.
In: International Joint Conference on Biometrics, 2011.
A Robust and Scalable Approach to Face Identification Inproceedings
In: European Conference on Computer Vision, pp. 476-489, 2010.