Philippe Burlina
Orcid: 0000-0002-6353-0880Affiliations:
- Johns Hopkins University
According to our database1,
Philippe Burlina
authored at least 119 papers
between 1992 and 2024.
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Bibliography
2024
Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures.
IEEE Trans. Inf. Forensics Secur., 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024
2023
Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility.
CoRR, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
EdgeMixup: Embarrassingly Simple Data Alteration to Improve Lyme Disease Lesion Segmentation and Diagnosis Fairness.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Fortifying Federated Learning against Membership Inference Attacks via Client-level Input Perturbation.
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Network, 2023
2022
TARA: Training and Representation Alteration for AI Fairness and Domain Generalization.
Neural Comput., 2022
Achieving Utility, Fairness, and Compactness via Tunable Information Bottleneck Measures.
CoRR, 2022
CoRR, 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the 17th Canadian Workshop on Information Theory, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
Unsupervised Discovery, Control, and Disentanglement of Semantic Attributes With Applications to Anomaly Detection.
Neural Comput., 2021
CoRR, 2021
Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods.
CoRR, 2021
Proceedings of the 28th Annual Network and Distributed System Security Symposium, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
Defending Medical Image Diagnostics Against Privacy Attacks Using Generative Methods: Application to Retinal Diagnostics.
Proceedings of the Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, 2021
2020
CoRR, 2020
AI-based detection of erythema migrans and disambiguation against other skin lesions.
Comput. Biol. Medicine, 2020
Jacks of All Trades, Masters of None: Addressing Distributional Shift and Obtrusiveness via Transparent Patch Attacks.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
2019
Automated detection of erythema migrans and other confounding skin lesions via deep learning.
Comput. Biol. Medicine, 2019
Unsupervised Deep Novelty Detection: Application To Muscle Ultrasound And Myositis Screening.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Uncertainty-Aware Occupancy Map Prediction Using Generative Networks for Robot Navigation.
Proceedings of the International Conference on Robotics and Automation, 2019
Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
Occupancy Map Prediction Using Generative and Fully Convolutional Networks for Vehicle Navigation.
CoRR, 2018
Skin Image Analysis for Erythema Migrans Detection and Automated Lyme Disease Referral.
Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018
DRL Based Intelligent Joint Manipulator and Viewing Camera Control for Reaching Tasks and Environments with Obstacles and Occluders.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018
Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018
Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018
2017
Combining Deep Universal Features, Semantic Attributes, and Hierarchical Classification for Zero-Shot Learning.
CoRR, 2017
Comparing humans and deep learning performance for grading AMD: A study in using universal deep features and transfer learning for automated AMD analysis.
Comput. Biol. Medicine, 2017
Hierarchical zero-shot classification with convolutional neural network features and semantic attribute learning.
Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
A Hybrid Approach for Incorporating Deep Visual Features and Side Channel Information with Applications to AMD Detection.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016
2015
Non-invasive estimation of skin thickness from hyperspectral imaging and validation using echography.
Comput. Biol. Medicine, 2015
Automated segmentation of geographic atrophy of the retinal epithelium via random forests in AREDS color fundus images.
Comput. Biol. Medicine, 2015
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
Proceedings of the 2015 IEEE Applied Imagery Pattern Recognition Workshop, 2015
2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Computing Cardiac Strain from Variational Optical Flow in Four-Dimensional Echocardiography.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
2013
Mitral Valve Closure Prediction With 3-D Personalized Anatomical Models and Anisotropic Hyperelastic Tissue Assumptions.
IEEE Trans. Biomed. Eng., 2013
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Valvular closure prediction using anisotropic and hyperelastic tissue models and individualized anatomy derived from RT3DE.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Automatic segmentation of the left-ventricular cavity and atrium in 3D ultrasound using graph cuts and the radial symmetry transform.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
IEEE Trans. Image Process., 2010
Increasing temporal resolution of 3D transesophageal ultrasound by rigid body registration of sequential, temporally offset sequences.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the Information Processing in Computer-Assisted Interventions, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 12th International Conference on Information Fusion, 2009
2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Level set segmentation of hyperspectral images using joint spectral edge and signature information.
Proceedings of the 11th International Conference on Information Fusion, 2008
2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the International Conference on Image Processing, 2007
2006
IEEE Trans. Geosci. Remote. Sens., 2006
1999
Adaptive target detection in foliage-penetrating SAR images using alpha-stable models.
IEEE Trans. Image Process., 1999
IEEE Trans. Image Process., 1999
IEEE Trans. Commun., 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999
Proceedings of the International Conference on Computer Vision, 1999
1998
IEEE Trans. Image Process., 1998
Int. J. Comput. Vis., 1998
Proceedings of the Tasks and Methods in Applied Artificial Intelligence, 1998
On-the-Fly Snake Construction from Video.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998
1997
IEEE Trans. Image Process., 1997
Proc. IEEE, 1997
Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Performance analysis and learning approaches for vehicle detection and counting in aerial images.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1996
IEEE Trans. Pattern Anal. Mach. Intell., 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996
1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
1994
Spatio-temporal Moments and Generalized Spectral Analysis of Divergent Images for Motion Estimation.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994
1992
Proceedings of the 1992 IEEE International Conference on Robotics and Automation, 1992
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992