Alina Zare
Orcid: 0000-0002-4847-7604Affiliations:
- University of Florida, Gainesville, FL, USA
According to our database1,
Alina Zare
authored at least 115 papers
between 2004 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Segmentation Pseudolabel Generation Using the Multiple Instance Learning Choquet Integral.
IEEE Trans. Fuzzy Syst., April, 2024
Dealing with imperfect data for invasive species detection using multispectral imagery.
Ecol. Informatics, March, 2024
Elicitating Challenges and User Needs Associated with Annotation Software for Plant Phenotyping.
Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024
2023
IEEE Trans. Geosci. Remote. Sens., 2023
Assessing Transferability of Remote Sensing Pasture Estimates Using Multiple Machine Learning Algorithms and Evaluation Structures.
Remote. Sens., 2023
2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Shared Manifold Learning Using a Triplet Network for Multiple Sensor Translation and Fusion With Missing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
2021
Non-Invasive Heart Rate Estimation From Ballistocardiograms Using Bidirectional LSTM Regression.
IEEE J. Biomed. Health Informatics, 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
A benchmark dataset for canopy crown detection and delineation in co-registered airborne RGB, LiDAR and hyperspectral imagery from the National Ecological Observation Network.
PLoS Comput. Biol., 2021
Geometric attentional dynamic graph convolutional neural networks for point cloud analysis.
Neurocomputing, 2021
Cross-Layered Distributed Data-driven Framework For Enhanced Smart Grid Cyber-Physical Security.
CoRR, 2021
CoRR, 2021
Possibilistic Fuzzy Local Information C-Means with Automated Feature Selection for Seafloor Segmentation.
CoRR, 2021
Addressing Annotation Imprecision for Tree Crown Delineation Using the RandCrowns Index.
CoRR, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Multiresolution Multimodal Sensor Fusion for Remote Sensing Data With Label Uncertainty.
IEEE Trans. Geosci. Remote. Sens., 2020
Mach. Vis. Appl., 2020
Ecol. Informatics, 2020
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification.
CoRR, 2020
Comput. Electron. Agric., 2020
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
2019
Multiple Instance Choquet Integral Classifier Fusion and Regression for Remote Sensing Applications.
IEEE Trans. Geosci. Remote. Sens., 2019
Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks.
Remote. Sens., 2019
Hybrid data-driven physics model-based framework for enhance cyber-physical smart grid security.
CoRR, 2019
CoRR, 2019
Investigation of Initialization Strategies for the Multiple Instance Adaptive Cosine Estimator.
CoRR, 2019
Comparison of Possibilistic Fuzzy Local Information C-Means and Possibilistic K-Nearest Neighbors for Synthetic Aperture Sonar Image Segmentation.
CoRR, 2019
Developing Spectral Libraries Using Multiple Target Multiple Instance Adaptive Cosine/Coherence Estimator.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
Multiple Instance Choquet Integral with Binary Fuzzy Measures for Remote Sensing Classifier Fusion with Imprecise Labels.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
2018
Multiple Instance Dictionary Learning for Beat-to-Beat Heart Rate Monitoring From Ballistocardiograms.
IEEE Trans. Biomed. Eng., 2018
Complex Scene Classification of PoLSAR Imagery Based on a Self-Paced Learning Approach.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
IEEE Trans. Pattern Anal. Mach. Intell., 2018
Multi-Resolution Multi-Modal Sensor Fusion For Remote Sensing Data With Label Uncertainty.
CoRR, 2018
Toward Resilient Smart Grid Communications Using Distributed SDN with ML-Based Anomaly Detection.
Proceedings of the Wired/Wireless Internet Communications, 2018
2017
IEEE Trans. Image Process., 2017
Multiple Instance Hybrid Estimator for Hyperspectral Target Characterization and Sub-pixel Target Detection.
CoRR, 2017
Hyperspectral Unmixing with Endmember Variability using Semi-supervised Partial Membership Latent Dirichlet Allocation.
CoRR, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Hyperspectral unmixing with endmember variability using Partial Membership Latent Dirichlet Allocation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
2016
Hyperspectral Unmixing With Endmember Variability via Alternating Angle Minimization.
IEEE Trans. Geosci. Remote. Sens., 2016
Instance Influence Estimation for Hyperspectral Target Signature Characterization using Extended Functions of Multiple Instances.
CoRR, 2016
Buried object detection using handheld WEMI with task-driven extended functions of multiple instances.
CoRR, 2016
Adaptive coherence estimator (ACE) for explosive hazard detection using wideband electromagnetic induction (WEMI).
CoRR, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Heart beat characterization from ballistocardiogram signals using extended functions of multiple instances.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Sand Ripple Characterization Using an Extended Synthetic Aperture Sonar Model and Parallel Sampling Method.
IEEE Trans. Geosci. Remote. Sens., 2015
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Earth Movers Distance-Based Simultaneous Comparison of Hyperspectral Endmembers and Proportions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Endmember Variability in Hyperspectral Analysis: Addressing Spectral Variability During Spectral Unmixing.
IEEE Signal Process. Mag., 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
An integrated graph cuts segmentation and piece-wise convex unmixing approach for hyperspectral imaging.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Sparsity promoted non-negative matrix factorization for source separation and detection.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014
A human geospatial predictive analytics framework with application to finding medically underserved areas.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Big Data, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Big Data, 2014
2013
IEEE Trans. Geosci. Remote. Sens., 2013
IEEE Trans. Geosci. Remote. Sens., 2013
Comparing Fuzzy, Probabilistic, and Possibilistic Partitions Using the Earth Mover's Distance.
IEEE Trans. Fuzzy Syst., 2013
J. Electr. Comput. Eng., 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Subpixel target detection in hyperspectral imagery using piece-wise convex spatial-spectral unmixing, possibilistic and fuzzy clustering, and co-registered LiDAR.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Unmixing using a combined microscopic and macroscopic mixture model with distinct endmembers.
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the IEEE Symposium on Computational Intelligence for Creativity and Affective Computing, 2013
2012
Multi-Modal Change Detection, Application to the Detection of Flooded Areas: Outcome of the 2009-2010 Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
IEEE Geosci. Remote. Sens. Lett., 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Hyperspectral image analysis with piece-wise convex endmember estimation and spectral unmixing.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
2011
Sub-pixel target spectra estimation and detection using functions of multiple instances.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Piece-wise convex spatial-spectral unmixing of hyperspectral imagery using possibilistic and fuzzy clustering.
Proceedings of the FUZZ-IEEE 2011, 2011
2010
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
A comparison of deterministic and probabilistic approaches to endmember representation.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
2008
IEEE Trans. Geosci. Remote. Sens., 2008
Hyperspectral Band Selection and Endmember Detection Using Sparsity Promoting Priors.
IEEE Geosci. Remote. Sens. Lett., 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
2007
Sparsity Promoting Iterated Constrained Endmember Detection in Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2007
Sparsity promoting iterated constrained endmember detection with integrated band selection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2004
Multi-sensor and algorithm fusion with the Choquet integral: applications to landmine detection.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004