Alina Zare

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 89

Top Venues

CoRR

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IGARSS

Publications

Xiaolei Guo, Qing Li, Sarah Morrison-Smith, Lisa Anthony, Alina Zare, Yangyang Song
Elicitating Challenges and User Needs Associated with Annotation Software for Plant Phenotyping. IUI (2024)
Susan Meerdink, Drew Hiatt, S. Luke Flory, Alina Zare
Dealing with imperfect data for invasive species detection using multispectral imagery. Ecol. Informatics 79 (2024)
Yuxuan Zhang, T. M. Sazzad, Yangyang Song, Spencer J. Chang, Ritesh Chowdhry, Tomas Mejia, Anna Hampton, Shelby Kucharski, Stefan Gerber, Barry Tillman, Marcio F. R. Resende, William M. Hammond, Chris H. Wilson, Alina Zare, Sanjeev J. Koppal
Cost-efficient Active Illumination Camera For Hyper-spectral Reconstruction. CoRR (2024)
Zhihui Tian, John Upchurch, G. Austin Simon, José C. B. Dubeux, Alina Zare, Chang Zhao, Joel B. Harley
Quantifying Heterogeneous Ecosystem Services With Multi-Label Soft Classification. CoRR (2024)
Joshua Peeples, Salim Al Kharsa, Luke Saleh, Alina Zare
Histogram Layers for Neural Engineered Features. CoRR (2024)
Connor H. McCurley, Alina Zare
Segmentation Pseudolabel Generation Using the Multiple Instance Learning Choquet Integral. IEEE Trans. Fuzzy Syst. 32 (4) (2024)
Rishabh Gupta, Satya K. Pothapragada, Weihuang Xu, Prateek Kumar Goel, Miguel A. Barrera, Mira S. Saldanha, Joel B. Harley, Kelly T. Morgan, Alina Zare, Lincoln Zotarelli
Estimating soil mineral nitrogen from data-sparse field experiments using crop model-guided deep learning approach. Comput. Electron. Agric. 225 (2024)
Spencer J. Chang, Ritesh Chowdhry, Yangyang Song, Tomas Mejia, Anna Hampton, Shelby Kucharski, T. M. Sazzad, Yuxuan Zhang, Sanjeev J. Koppal, Chris H. Wilson, Stefan Gerber, Barry Tillman, Marcio F. R. Resende, William M. Hammond, Alina Zare
HyperPRI: A dataset of hyperspectral images for underground plant root study. Comput. Electron. Agric. 225 (2024)
Dylan Stewart, Austin Kreulach, Shawn Johnson, Alina Zare
Image-to-Height Domain Translation for Synthetic Aperture Sonar. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Hunter D. Smith, Jose C. B. Dubeux, Alina Zare, Chris H. Wilson
Assessing Transferability of Remote Sensing Pasture Estimates Using Multiple Machine Learning Algorithms and Evaluation Structures. Remote. Sens. 15 (11) (2023)
Joshua Peeples, Weihuang Xu, Alina Zare
Histogram Layers for Texture Analysis. IEEE Trans. Artif. Intell. 3 (4) (2022)
Aditya Dutt, Alina Zare, Paul D. Gader
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. 15 (2022)
Joshua Peeples, Connor H. McCurley, Sarah Walker, Dylan Stewart, Alina Zare
Learnable Adaptive Cosine Estimator (LACE) for Image Classification. WACV (2022)
Weihuang Xu, Guohao Yu, Yiming Cui, Romain Gloaguen, Alina Zare, Jason Bonnette, Joel Reyes-Cabrera, Ashish Rajurkar, Diane Rowland, Roser Matamala, Julie D. Jastrow, Thomas E. Juenger, Felix B. Fritschi
PRMI: A Dataset of Minirhizotron Images for Diverse Plant Root Study. CoRR (2022)
Susan Meerdink, James Bocinsky, Alina Zare, Nicholas Kroeger, Connor H. McCurley, Daniel Shats, Paul D. Gader
Multitarget Multiple-Instance Learning for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Ira Harmon, Sergio Marconi, Ben Weinstein, Sarah Graves, Daisy Zhe Wang, Alina Zare, Stephanie A. Bohlman, Aditya Singh, Ethan P. White
Injecting Domain Knowledge Into Deep Neural Networks for Tree Crown Delineation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Joshua Peeples, Alina Zare, Jeffrey Dale, James Keller
Histogram Layers for Synthetic Aperture Sonar Imagery. CoRR (2022)
Aditya Dutt, Alina Zare, Paul D. Gader
Shared Manifold Learning Using a Triplet Network for Multiple Sensor Translation and Fusion with Missing Data. CoRR (2022)
Joshua Peeples, Alina Zare, Jeffrey Dale, James Keller
Histogram Layers for Synthetic Aperture Sonar Imagery. ICMLA (2022)
Joshua Peeples, Sarah Walker, Connor H. McCurley, Alina Zare, James Keller, Weihuang Xu
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Dylan Stewart, Shawn Johnson, Alina Zare
Image-to-Height Domain Translation for Synthetic Aperture Sonar. CoRR (2021)
Joshua Peeples, Connor H. McCurley, Sarah Walker, Dylan Stewart, Alina Zare
Learnable Adaptive Cosine Estimator (LACE) for Image Classification. CoRR (2021)
Dylan Stewart, Anna Hampton, Alina Zare, Jeff Dale, James Keller
The Weakly-Labeled Rand Index. IGARSS (2021)
Allen Starke, Keerthiraj Nagaraj, Cody Ruben, Nader Aljohani, Sheng Zou, Arturo S. Bretas, Janise McNair, Alina Zare
Cross-Layered Distributed Data-driven Framework For Enhanced Smart Grid Cyber-Physical Security. CoRR (2021)
Dylan Stewart, Alina Zare, Sergio Marconi, Ben G. Weinstein, Ethan P. White, Sarah Graves, Stephanie A. Bohlman, Aditya Singh
Addressing Annotation Imprecision for Tree Crown Delineation Using the RandCrowns Index. CoRR (2021)
Ben G. Weinstein, Sarah J. Graves, Sergio Marconi, Aditya Singh, Alina Zare, Dylan Stewart, Stephanie A. Bohlman, Ethan P. White
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. 17 (7) (2021)
Changzhe Jiao, Chao Chen, Shuiping Gou, Dong Hai, Bo Yu Su, Marjorie Skubic, Licheng Jiao, Alina Zare, K. C. Ho
Non-Invasive Heart Rate Estimation From Ballistocardiograms Using Bidirectional LSTM Regression. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Sarah Walker, Joshua Peeples, Jeff Dale, James Keller, Alina Zare
Explainable Systematic Analysis for Synthetic Aperture Sonar Imagery. CoRR (2021)
Dylan Stewart, Anna Hampton, Alina Zare, Jeff Dale, James Keller
The Weakly-Labeled Rand Index. CoRR (2021)
Yiming Cui, Xin Liu, Hongmin Liu, Jiyong Zhang, Alina Zare, Bin Fan
Geometric attentional dynamic graph convolutional neural networks for point cloud analysis. Neurocomputing 432 (2021)
Sarah Walker, Joshua Peeples, Jeff Dale, James Keller, Alina Zare
Explainable Systematic Analysis for Synthetic Aperture Sonar Imagery. IGARSS (2021)
Ronald Fick, Paul D. Gader, Alina Zare
Robust Semi-Supervised Classification using GANs with Self-Organizing Maps. CoRR (2021)
Joshua Peeples, Daniel Suen, Alina Zare, James Keller
Possibilistic Fuzzy Local Information C-Means with Automated Feature Selection for Seafloor Segmentation. CoRR (2021)
Dylan Stewart, Alina Zare, Sergio Marconi, Ben G. Weinstein, Ethan P. White, Sarah J. Graves, Stephanie A. Bohlman, Aditya Singh
RandCrowns: A Quantitative Metric for Imprecisely Labeled Tree Crown Delineation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Joshua Peeples, Sarah Walker, Connor H. McCurley, Alina Zare, James Keller
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification. CoRR (2020)
Guohao Yu, Alina Zare, Weihuang Xu, Roser Matamala, Joel Reyes-Cabrera, Felix B. Fritschi, Thomas E. Juenger
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM. CoRR (2020)
Xiaoxiao Du, Alina Zare
Multiresolution Multimodal Sensor Fusion for Remote Sensing Data With Label Uncertainty. IEEE Trans. Geosci. Remote. Sens. 58 (4) (2020)
Joshua Peeples, Weihuang Xu, Alina Zare
Histogram Layers for Texture Analysis. CoRR (2020)
Ben G. Weinstein, Sergio Marconi, Stephanie A. Bohlman, Alina Zare, Ethan P. White
Cross-site learning in deep learning RGB tree crown detection. Ecol. Informatics 56 (2020)
Jose F. Ruiz-Muñoz, Alina Zare, Jyothier K. Nimmagadda, Shuang Cui, James E. Baciak
Super Resolution for Root Imaging. CoRR (2020)
Guohao Yu, Alina Zare, Weihuang Xu, Roser Matamala, Joel Reyes-Cabrera, Felix B. Fritschi, Thomas E. Juenger
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM. ECCV Workshops (6) (2020)
Matthew Cook, Alina Zare, Paul D. Gader
Outlier Detection through Null Space Analysis of Neural Networks. CoRR (2020)
Guohao Yu, Alina Zare, Hudanyun Sheng, Roser Matamala, Joel Reyes-Cabrera, Felix B. Fritschi, Thomas E. Juenger
Root identification in minirhizotron imagery with multiple instance learning. Mach. Vis. Appl. 31 (6) (2020)
Weihuang Xu, Guohao Yu, Alina Zare, Brendan Zurweller, Diane Rowland, Joel Reyes-Cabrera, Felix B. Fritschi, Roser Matamala, Thomas E. Juenger
Overcoming small minirhizotron datasets using transfer learning. Comput. Electron. Agric. 175 (2020)
Cody Ruben, Surya Dhulipala, Keerthiraj Nagaraj, Sheng Zou, Allen Starke, Arturo S. Bretas, Alina Zare, Janise McNair
Hybrid data-driven physics model-based framework for enhance cyber-physical smart grid security. CoRR (2019)
Ben G. Weinstein, Sergio Marconi, Stephanie A. Bohlman, Alina Zare, Ethan P. White
Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks. Remote. Sens. 11 (11) (2019)
James Bocinsky, Connor H. McCurley, Daniel Shats, Alina Zare
Investigation of Initialization Strategies for the Multiple Instance Adaptive Cosine Estimator. CoRR (2019)
Wenshuai Chen, Shuiping Gou, Xinlin Wang, Licheng Jiao, Changzhe Jiao, Alina Zare
Complex Scene Classification of PolSAR Imagery based on a Self-paced Learning Approach. CoRR (2019)
Xiaoxiao Du, Alina Zare, Derek T. Anderson
Multiple Instance Choquet Integral with Binary Fuzzy Measures for Remote Sensing Classifier Fusion with Imprecise Labels. SSCI (2019)
Connor H. McCurley, James Bocinsky, Alina Zare
Comparison of Hand-held WEMI Target Detection Algorithms. CoRR (2019)
Susan Meerdink, James Bocinsky, Erin B. Wetherley, Alina Zare, Connor H. McCurley, Paul D. Gader
Developing Spectral Libraries Using Multiple Target Multiple Instance Adaptive Cosine/Coherence Estimator. WHISPERS (2019)
Xiaoxiao Du, Alina Zare
Multiple Instance Choquet Integral Classifier Fusion and Regression for Remote Sensing Applications. IEEE Trans. Geosci. Remote. Sens. 57 (5) (2019)
Sheng Zou, Yu-Chien Tseng, Alina Zare, Diane Rowland, Barry Tillman, Seung-Chul Yoon
Peanut Maturity Classification using Hyperspectral Imagery. CoRR (2019)
Joshua Peeples, Matthew Cook, Daniel Suen, Alina Zare, James Keller
Comparison of Possibilistic Fuzzy Local Information C-Means and Possibilistic K-Nearest Neighbors for Synthetic Aperture Sonar Image Segmentation. CoRR (2019)
Guohao Yu, Alina Zare, Hudanyun Sheng, Roser Matamala, Joel Reyes-Cabrera, Felix B. Fritschi, Thomas E. Juenger
Root Identification in Minirhizotron Imagery with Multiple Instance Learning. CoRR (2019)
Ronald Fick, Paul D. Gader, Alina Zare, Susan Meerdink
Temporal Mapping of Hyperspectral Data. WHISPERS (2019)
Susan Meerdink, James Bocinsky, Alina Zare, Nicholas Kroeger, Connor H. McCurley, Daniel Shats, Paul D. Gader
Multi-Target Multiple Instance Learning for Hyperspectral Target Detection. CoRR (2019)
Weihuang Xu, Guohao Yu, Alina Zare, Brendan Zurweller, Diane Rowland, Joel Reyes-Cabrera, Felix B. Fritschi, Roser Matamala, Thomas E. Juenger
Overcoming Small Minirhizotron Datasets Using Transfer Learning. CoRR (2019)
Changzhe Jiao, Bo Yu Su, Princess Lyons, Alina Zare, K. C. Ho, Marjorie Skubic
Multiple Instance Dictionary Learning for Beat-to-Beat Heart Rate Monitoring From Ballistocardiograms. IEEE Trans. Biomed. Eng. 65 (11) (2018)
Alina Zare, Changzhe Jiao, Taylor C. Glenn
Discriminative Multiple Instance Hyperspectral Target Characterization. IEEE Trans. Pattern Anal. Mach. Intell. 40 (10) (2018)
Xiaoxiao Du, Alina Zare
Multi-Resolution Multi-Modal Sensor Fusion For Remote Sensing Data With Label Uncertainty. CoRR (2018)
Wenshuai Chen, Shuiping Gou, Xinlin Wang, Licheng Jiao, Changzhe Jiao, Alina Zare
Complex Scene Classification of PoLSAR Imagery Based on a Self-Paced Learning Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (12) (2018)
Xiaoxiao Du, Alina Zare
Multiple Instance Choquet Integral Classifier Fusion and Regression for Remote Sensing Applications. CoRR (2018)
Allen Starke, Janise McNair, Rodrigo D. Trevizan, Arturo S. Bretas, Joshua Peeples, Alina Zare
Toward Resilient Smart Grid Communications Using Distributed SDN with ML-Based Anomaly Detection. WWIC (2018)
Chao Chen, Alina Zare, Huy N. Trinh, Gbenga O. Omotara, James Tory Cobb, Timotius Lagaunne
Partial Membership Latent Dirichlet Allocation for Soft Image Segmentation. IEEE Trans. Image Process. 26 (12) (2017)
Alina Zare, Nicholas Young, Daniel Suen, Thomas Nabelek, Aquila Galusha, James Keller
Possibilistic fuzzy local information C-Means for sonar image segmentation. SSCI (2017)
Changzhe Jiao, Alina Zare, Ronald G. McGarvey
Multiple Instance Hybrid Estimator for Hyperspectral Target Characterization and Sub-pixel Target Detection. CoRR (2017)
Sheng Zou, Alina Zare
Hyperspectral unmixing with endmember variability using Partial Membership Latent Dirichlet Allocation. ICASSP (2017)
Sheng Zou, Hao Sun, Alina Zare
Hyperspectral Unmixing with Endmember Variability using Semi-supervised Partial Membership Latent Dirichlet Allocation. CoRR (2017)
Hao Sun, Alina Zare
Map-guided Hyperspectral Image Superpixel Segmentation Using Proportion Maps. CoRR (2017)
Hao Sun, Alina Zare
Map-guided hyperspectral image superpixel segmentation using proportion maps. IGARSS (2017)
Ryan E. Smith, Derek T. Anderson, Alina Zare, John E. Ball, Brandon Smock, Josh R. Fairley, Stacy E. Howington
Genetic programming based Choquet integral for multi-source fusion. FUZZ-IEEE (2017)
Alina Zare, Nicholas Young, Daniel Suen, Thomas Nabelek, Aquila Galusha, James Keller
Possibilistic Fuzzy Local Information C-Means for Sonar Image Segmentation. CoRR (2017)
Changzhe Jiao, Alina Zare
Multiple instance hybrid estimator for learning target signatures. IGARSS (2017)
Changzhe Jiao, Alina Zare
Multiple Instance Hybrid Estimator for Learning Target Signatures. CoRR (2017)
Brendan Alvey, Alina Zare, Matthew Cook, Dominic K. C. Ho
Adaptive coherence estimator (ACE) for explosive hazard detection using wideband electromagnetic induction (WEMI). CoRR (2016)
Sheng Zou, Alina Zare
Hyperspectral Unmixing with Endmember Variability using Partial Membership Latent Dirichlet Allocation. CoRR (2016)
Changzhe Jiao, Princess Lyons, Alina Zare, Licet Rosales, Marjorie Skubic
Heart beat characterization from ballistocardiogram signals using extended functions of multiple instances. EMBC (2016)
Changzhe Jiao, Alina Zare
Multiple Instance Dictionary Learning using Functions of Multiple Instances. ICPR (2016)
Changzhe Jiao, Princess Lyons, Alina Zare, Licet Rosales, Marjorie Skubic
Heart Beat Characterization from Ballistocardiogram Signals using Extended Functions of Multiple Instances. CoRR (2016)
Rob Heylen, Paul Scheunders, Alina Zare, Paul D. Gader
Alternating angle minimization based unmixingwith endmember variability. IGARSS (2016)
Chao Chen, Alina Zare, Huy Trinh, Gbenga O. Omotara, J. Tory Cobb, Timotius Lagaunne
Partial Membership Latent Dirichlet Allocation. CoRR (2016)
Rob Heylen, Alina Zare, Paul D. Gader, Paul Scheunders
Hyperspectral Unmixing With Endmember Variability via Alternating Angle Minimization. IEEE Trans. Geosci. Remote. Sens. 54 (8) (2016)
Chao Chen, Alina Zare, J. Tory Cobb
Partial membership latent Dirichlet allocation for image segmentation. ICPR (2016)
Sheng Zou, Alina Zare
Instance Influence Estimation for Hyperspectral Target Signature Characterization using Extended Functions of Multiple Instances. CoRR (2016)
Matthew Cook, Alina Zare, Dominic K. C. Ho
Buried object detection using handheld WEMI with task-driven extended functions of multiple instances. CoRR (2016)
Xiaoxiao Du, Alina Zare, James M. Keller, Derek T. Anderson
Multiple Instance Choquet integral for classifier fusion. CEC (2016)
Alina Zare, Changzhe Jiao, Taylor C. Glenn
Multiple Instance Hyperspectral Target Characterization. CoRR (2016)
James C. Bezdek, Xiuyi Ye, Mihail Popescu, James Keller, Alina Zare
Random projection below the JL limit. IJCNN (2016)
Taylor C. Glenn, Alina Zare
Estimating Target Signatures with Diverse Density. CoRR (2015)
Mihail Popescu, James Keller, James C. Bezdek, Alina Zare
Random projections fuzzy c-means (RPFCM) for big data clustering. FUZZ-IEEE (2015)
Taylor C. Glenn, Alina Zare
Estimating target signatures with diverse density. WHISPERS (2015)
Chao Chen, Alina Zare, J. Tory Cobb
Sand Ripple Characterization Using an Extended Synthetic Aperture Sonar Model and Parallel Sampling Method. IEEE Trans. Geosci. Remote. Sens. 53 (10) (2015)
Chao Chen, Alina Zare, J. Tory Cobb
Partial Membership Latent Dirichlet Allocation. CoRR (2015)
Taylor C. Glenn, Alina Zare, Paul D. Gader
Bayesian Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 23 (5) (2015)
Changzhe Jiao, Alina Zare
Multiple Instance Dictionary Learning using Functions of Multiple Instances. CoRR (2015)
Yanlin Wang, Yun Li, K. C. Ho, Alina Zare, Marjorie Skubic
Sparsity promoted non-negative matrix factorization for source separation and detection. DSP (2014)
Alina Zare, Changzhe Jiao
Extended Functions of Multiple Instances for target characterization. WHISPERS (2014)
Alina Zare, Jeremy Bolton, Jocelyn Chanussot, Paul D. Gader
Foreword to the Special Issue on Hyperspectral Image and Signal Processing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
Alina Zare, K. C. Ho
Endmember Variability in Hyperspectral Analysis: Addressing Spectral Variability During Spectral Unmixing. IEEE Signal Process. Mag. 31 (1) (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alina Zare