Scalable Discriminant Feature Selection for Image Retrieval and Recognition. - Nuno Vasconcelos; Manuela Vasconcelos (CVPR (2), 2004)

Weakly Supervised Top-down Image Segmentation. - Manuela Vasconcelos; Nuno Vasconcelos; Gustavo Carneiro 001 (CVPR (1), 2006)

Natural Image Statistics and Low-Complexity Feature Selection. - Manuela Vasconcelos; Nuno Vasconcelos (IEEE Trans. Pattern Anal. Mach. Intell., 2009)

Minimum Probability of Error Image Retrieval: From Visual Features to Image Semantics. - Nuno Vasconcelos; Manuela Vasconcelos (Found. Trends Signal Process., 2012)