Filipe Condessa
Filipe Condessa
Bosch Center for Artificial Intelligence
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Alternating direction optimization for image segmentation using hidden Markov measure field models
J Bioucas-Dias, F Condessa, J Kovačević
Image Processing: Algorithms and Systems XII 9019, 90190P, 2014
282014
Segmentation and detection of colorectal polyps using local polynomial approximation
F Condessa, J Bioucas-Dias
International Conference Image Analysis and Recognition, 188-197, 2012
242012
Performance measures for classification systems with rejection
F Condessa, J Kovacevic, J Bioucas-Dias
Pattern Recognition 63, 437-450, 2017
182017
Classification with reject option using contextual information
F Condessa, J Bioucas-Dias, CA Castro, JA Ozolek, J Kovačević
2013 IEEE 10th International Symposium on Biomedical Imaging, 1340-1343, 2013
132013
Supervised hyperspectral image classification with rejection
F Condessa, J Bioucas-Dias, J Kovacevic
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE …, 2016
112016
Convex formulation for multiband image classification with superpixel-based spatial regularization
Y Liu, F Condessa, JM Bioucas-Dias, J Li, P Du, A Plaza
IEEE Transactions on Geoscience and Remote Sensing 56 (5), 2704-2721, 2018
102018
Supervised hyperspectral image segmentation: a convex formulation using hidden fields
F Condessa, J Bioucas-Dias, J Kovacevic
IEEE GRSS Workshop Hyperspectral Image Signal Process: Evol. Remote Sens …, 2014
102014
Convex formulation for hyperspectral image classification with superpixels
Y Liu, F Condessa, J Bioucas-Dias, J Li, A Plaza
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016
52016
Detection and classification of human colorectal polyps
FJC Condessa
ST, Lisbon, Portugal, 2011
52011
Image classification with rejection using contextual information
F Condessa, J Bioucas-Dias, C Castro, J Ozolek, J Kovačević
arXiv preprint arXiv:1509.01287, 2015
42015
Robust hyperspectral image classification with rejection fields
F Condessa, J Bioucas-Dias, J Kovacevic
IEEE GRSS Workshop Hyperspectral Image Signal Process: Evol. Remote Sens …, 2015
42015
SegSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization
F Condessa, J Bioucas-Dias, J Kovacevic
IEEE GRSS Workshop Hyperspectral Image Signal Process: Evol. Remote Sens …, 2015
42015
From ideas to social signals: Spatiotemporal analysis of social media dynamics
F Condessa, R Marculescu
Proceedings of the 2nd International Workshop on Social Sensing, 29-34, 2017
22017
Robust Image Classification with Context and Rejection
F Condessa
Carnegie Mellon University, 2016
22016
Unsupervised image segmentation using comparative reasoning and random walks
A Kulkarni, F Condessa, J Kovacevic
2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2015
22015
System and method of robust active learning method using noisy labels and domain adaptation
DAS Rajshekhar, FJC CONDESSA, JZ Kolter
US Patent App. 16/724,109, 2021
2021
Asymmetrical robustness for classification in adversarial environments
FJC CONDESSA, J KOLTER
US Patent App. 16/724,079, 2021
2021
Empirical robustification of pre-trained classifiers
MS Norouzzadeh, WY Lin, L Boytsov, L Rice, H Zhang, F Condessa, ...
ICML 2021 Workshop on Adversarial Machine Learning, 2021
2021
Reciprocating generative models
FJC CONDESSA, JZ KOLTER
US Patent App. 16/713,229, 2021
2021
System and Method for Detecting an Adversarial Attack
FJC Condessa
US Patent App. 16/715,643, 2021
2021
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