Search
Close this search box.

Gustavo Carneiro

Position: Researcher

Group: Signal and Image Processing Group (SIPG)

Personal page: http://users.isr.ist.utl.pt/~gcarneiro

FCT: J52653158901

[1] IMASEG3D – Learning to Combine Hierarchical Image Modeling with 2-D Segmentation and 3-D Pose Recovery of Visual Objects – EU-FP7 [2010-03; 2012-03]
[2] PrintArt – Content and Ontology based Art Image Annotation and Retrieval – FCT [2010-01; 2013-11]
[3] HEARTRACK – Segmentation and Tracking of the Human Heart in 2D and 3D Ultrasound Data based on a Principled Combination of the Top-down and Bottom-up Paradigms – FCT [2010-01; 2013-06]
[1] Renato Hermoza , Jacinto Nascimento, Gustavo Carneiro "Weakly-supervised preclinical tumor localization associated with survival prediction from lung cancer screening Chest X-ray images", Computerized Medical Imaging and Graphics, 115, art. no. 102395, 2024
[2] Renato Hermoza , Gabriel Maicas, Jacinto Nascimento, Gustavo Carneiro "Censor-Aware Semi-supervised Learning for Survival Time Prediction from Medical Images", Medical Image Computing and Computer Assisted Intervention – MICCAI 2022. MICCAI, 2022
[3] Carlos Santiago, Catarina Barata, Michele Sasdelli, Gustavo Carneiro, Jacinto Nascimento "LOW: Training deep neural networks by learning optimal sample weights", Pattern Recognition, vol.110, February, 2021
[4] Carlos Santiago, Catarina Barata, Michele Sasdelli, Gustavo Carneiro, Jacinto Nascimento "LOW: Training Deep Neural Networks by Learning Optimal Sample Weights", Pattern Recognition, Elsevier, Vol.110 , 2020 - PDF
[5] Gustavo Carneiro, J. M. R. Tavares, Andrew Bradley, João Paulo Papa, Jacinto Nascimento, Jaime Cardoso "1st MICCAI workshop on deep learning in medical image analysis", Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 6(3), pp. 241–242, 2018
[6] David Ribeiro, Jacinto Nascimento, Alexandre Bernardino, Gustavo Carneiro "Improving the performance of pedestrian detectors using convolutional learning", Pattern Recognition, Vol. 61, pp. 641-649, January, 2017
[7] Gustavo Carneiro, Jacinto Nascimento "Combining Multiple Dynamic Models and Deep Learning Architectures for Tracking the Left Ventricle Endocardium in Ultrasound Data", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 35, Issue 11, pp. 2592-2607, 2013
[8] Gustavo Carneiro, A. Jepson "The Quantitative Characterization of the Distinctiveness and Robustness of Local Image Descriptors", Image and Vision Computing, 27, pp. 1143-1156, 2009
[9] Gustavo Carneiro, N. Vasconcelos "Minimum Bayes Error Features for Visual Recognition", Image and Vision Computing, 27, pp. 131-140, 2009
[10] I. Zalud, S. Good, Gustavo Carneiro, B. Georgescu, K. Aoki, L. Green, F. Shahrestani, R. Okumura "Fetal Biometry: A Comparison Between Experienced Sonographers and Automated Measurements", The Journal of Maternal-fetal and Neonatal Medicine, 2, 22(1):43-50, 2009
[1] Renato Hermoza , Gabriel Maicas, Jacinto Nascimento, Gustavo Carneiro "Post-hoc Overall Survival Time Prediction from Brain MRI", 2021
[1] Gustavo Carneiro, Jacinto Nascimento, A. P. Bradley "Deep Learning Models for Classifying Mammogram Exams Containing Unregistered Multi-view Images and Segmentation Maps of Lesions", in Deep Learning for Medical Image Analysis, S. K. Zhou, H. Greenspan and D. Shen (Eds.), pp. 321-339, Elsevier, 2017
[2] Jacinto Nascimento, Gustavo Carneiro, A. Freitas "Tracking and segmentation of the endocardium of the Left Ventricle in 2D Ultrasound using Deep Learning architectures and Monte Carlo sampling", in Biomedical Image Segmentation: Advances and Trends, A. El-Baz, X. Jiang, J. S. Suri (Eds.), Chapter 17, pp. 387-406, CRC Press, 2016
[1] Gabriel Maicas, Cuong Nguyen , Farbod Motlagh, Jacinto Nascimento, Gustavo Carneiro "Unsupervised Task Design to Meta-Train Medical Image Classifiers", IEEE International Symposium on Biomedical Imaging (ISBI), Iowa City, USA, 2020
[2] Gabriel Maicas, Andrew Bradley, Jacinto Nascimento, Ian Reid, Gustavo Carneiro "Training Medical Image Analysis Systems like Radiologists", Proc. of MICCAI 2018 - International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 546-554, Springer, Cham, Granada, Spain, 2018
[3] David Ribeiro, Gustavo Carneiro, Jacinto Nascimento, Alexandre Bernardino "Multi-channel Convolutional Neural Network Ensemble for Pedestrian Detection", Proc. of IbPRIA 2017 - 8th Iberian Conference on Pattern Recognition and Image Analysis Faro, Portugal, 2017
[4] Jacinto Nascimento, Gustavo Carneiro "Towards Reduction of the Training and Search Running Time Complexities for Non-Rigid Object Segmentation.", ICIP 2015 - The International Conference on Image Processing, sponsored by the IEEE Signal Processing Society, Canadá, September , 2015
[5] Jacinto Nascimento, Gustavo Carneiro "Non-rigid Segmentation using Sparse Low Dimensional Manifolds and Deep Belief Networks", Proc. of CVPR 2014 - IEEE Computer Vision and Pattern Recognition, Ohio, USA, 2014 - PDF
[6] Gustavo Carneiro, Nuno Pinho da Silva, Alessio Del Bue, João Paulo Costeira "Artistic image classification: An analysis on the PRINTART database", Proc. of ECCV 2012 12th European Conference on Computer Vision, Florence, Italy, pp. 143157, 2012
[7] Ricardo Cabral, João Paulo Costeira, F. De la Torre, Alexandre Bernardino, Gustavo Carneiro "Time and order estimation of paintings based on visual features and expert priors", Proc. of the Conference on Computer Vision and Analysis of Images of Art II, part of the IS&T/SPIE Electronic Imaging 2011, San Francisco, USA, 2011 - PDF
[8] Gustavo Carneiro, João Paulo Costeira "The Automatic Annotation and Retrieval of Digital Images of Prints and Tile Panels using Network Link Analysis Algorithms", Proc. of the Conference on Computer Vision and Analysis of Images of Art II, part of the IS&T/SPIE Electronic Imaging 2011, San Francisco, USA, 2011
[9] Nuno Pinho da Silva, Manuel Marques, Gustavo Carneiro, João Paulo Costeira "Explaining scene composition using kinematic chains of humans: application to Portuguese tiles history", Proc. of the Conference on Computer Vision and Analysis of Images of Art II, part of the IS&T/SPIE Electronic Imaging 2011, San Francisco, USA, 2011
[10] Gustavo Carneiro "A Comparative Study on the Use of an Ensemble of Feature Extractors for the Automatic Design of Local Image Descriptors", Proc. of ICPR 2010 - 20th International Conference on Pattern Recognition, Istanbul, Turkey, 2010 - PDF
[11] Gustavo Carneiro, Jacinto Nascimento "The Fusion of Deep Learning Architectures and Particle Filtering Applied to Lip Tracking", Proc. of ICPR 2010 - 20th International Conference on Pattern Recognition, Istanbul, Turkey, 2010 - PDF
[12] Jacinto Nascimento, Gustavo Carneiro "Efficient search methods and Deep belief Networks with particle filtering for non-rigid tracking: Application to lip tracking", Proc. of ICIP 2010 - IEEE International Conference on Image Processing, pp. 3817-3820, Hong-Kong, 2010
[13] Gustavo Carneiro "A Comparison Study on the Use of an Ensemble of Feature Extractors for the Automatic Design of Local Image Descriptors", Proc. of ICPR 2010 - IEEE International Conference on Pattern Recognition, Istanbul, Turkey, 2010
[14] Gustavo Carneiro "The Automatic Design of Feature Spaces for Local Image Descriptors using an Ensemble of Non-linear Feature Extractors", Proc. of CVPR 2010 - IEEE Conference on Computer Vision and Pattern Recognition, San Francisco, USA, 2010
[15] Gustavo Carneiro, Jacinto Nascimento "Multiple dynamic models for tracking the left ventricle of the heart from ultrasound data using particle filters and deep learning architectures", Proc. of CVPR 2010 - IEEE International Conference on Computer Vision Pattern Recognition, San Francisco, USA, 2010
[16] Gustavo Carneiro, Jacinto Nascimento, A. Freitas "Robust left ventricle segmentation from ultrasound data using deep neural networks and efficient search methods", Proc. of ISBI 2010 - IEEE International Symposium on Biomedical Imaging, Rotterdam, The Netherlands, 2010
[17] M. Wels, Y. Zhang, Gustavo Carneiro, M. Huber, J. Hornegger, D. Comaniciu "Fast and Robust 3-D MRI Brain Structure Segmentation", Proc. of MICCAI 2009 - 12th International Conference on Medical Image Computing and Computer Assisted Intervention, London, UK, 2009
[18] Jacinto Nascimento, Gustavo Carneiro "Detection of the Left Ventricle of the Heart in Ultrasound Images using Deep Neural Networks", Proc. of RecPad 2009 - 15th edition of the Portuguese Conference on Pattern Recognition, Aveiro, Portugal, 2009

No publications found for author "cap-gustavo"

No publications found for author "cap-gustavo"

No publications found for author "cap-gustavo"

No publications found for author "cap-gustavo"

[1] Gustavo Carneiro, Jacinto Nascimento, A. Freitas "The Detection and Segmentation of the Left Ventricle of the Heart from Ultrasound Data using Deep Learning Architectures and Efficient Search Methods", Technical Report, Institute for Systems and Robotics, Instituto Superior Tecnico, 2011 - PDF

No publications found for author "cap-gustavo"

Other members in the same group

Privacy Policy
Highlights
Jobs
Intranet

Back to top

IST - Institute for Systems and Robotics

Research, development, and innovation institution focused on Robotic Systems and Information Processing, since 1992.

Facebook-f Linkedin Twitter
Contacts

Built and Designed by Novify

Donations

Privacy Policy

Cookies policy

© All Rights Reserved.