All Stories

  1. Instance influence estimation for hyperspectral target signature characterization using extended functions of multiple instances

    Article • May 2016, SPIE

    Dr. Alina Zare

  2. On the use of log-gabor features for subsurface object detection using ground penetrating radar

    Article • May 2016, SPIE

    Dr. Alina Zare

  3. Adaptive coherence estimator (ACE) for explosive hazard detection using wideband electromagnetic induction (WEMI)

    Article • May 2016, SPIE

    Dr. Alina Zare

  4. Buried object detection using handheld WEMI with task-driven extended functions of multiple instances

    Article • May 2016, SPIE

    Dr. Alina Zare

  5. Hyperspectral Unmixing With Endmember Variability via Alternating Angle Minimization

    Article • IEEE Transactions on Geoscience and Remote Sensing, January 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  6. Bayesian Fuzzy Clustering

    Article • IEEE Transactions on Fuzzy Systems, October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  7. Sand Ripple Characterization Using an Extended Synthetic Aperture Sonar Model and Parallel Sampling Method

    Article • IEEE Transactions on Geoscience and Remote Sensing, October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  8. Random projections fuzzy c-means (RPFCM) for big data clustering

    Article • August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  9. Functions of Multiple Instances for Learning Target Signatures

    Article • IEEE Transactions on Geoscience and Remote Sensing, August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  10. Functions of multiple instances for sub-pixel target characterization in hyperspectral imagery

    Article • May 2015, SPIE

    Dr. Alina Zare

  11. Possibilistic context identification for SAS imagery

    Article • May 2015, SPIE

    Dr. Alina Zare

  12. Anomaly detection of subsurface objects using handheld ground-penetrating radar

    Article • May 2015, SPIE

    Dr. Alina Zare

  13. Multiple instance dictionary learning for subsurface object detection using handheld EMI

    Article • May 2015, SPIE

    Dr. Alina Zare

  14. A human geospatial predictive analytics framework with application to finding medically underserved areas

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  15. Earth Movers Distance-Based Simultaneous Comparison of Hyperspectral Endmembers and Proportions

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, June 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  16. Spatial and Spectral Unmixing Using the Beta Compositional Model

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, June 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  17. Foreword to the Special Issue on Hyperspectral Image and Signal Processing

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, June 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  18. Endmember Variability in Hyperspectral Analysis: Addressing Spectral Variability During Spectral Unmixing

    Article • IEEE Signal Processing Magazine, January 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  19. WHISPERS 2013: 5th Workshop on Hyperspectral Image and Signal Processing ? Evolution in Remote Sensing [Conference Reports]

    Article • IEEE Geoscience and Remote Sensing Magazine, December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  20. Comparing Fuzzy, Probabilistic, and Possibilistic Partitions Using the Earth Mover’s Distance

    Article • IEEE Transactions on Fuzzy Systems, August 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  21. Simultaneous Band-weighting and Spectral Unmixing for Multiple Endmember Sets

    Article • July 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  22. Subpixel target detection in hyperspectral imagery using piece-wise convex spatial-spectral unmixing, possibilistic and fuzzy clustering, and co-registered LiDAR

    Article • July 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  23. Multi-image texton selection for sonar image seabed co-segmentation

    Article • June 2013, SPIE

    Dr. Alina Zare

  24. Piecewise Convex Multiple-Model Endmember Detection and Spectral Unmixing

    Article • IEEE Transactions on Geoscience and Remote Sensing, May 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  25. A framework for computing crowd emotions using agent based modeling

    Article • April 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  26. Sampling Piecewise Convex Unmixing and Endmember Extraction

    Article • IEEE Transactions on Geoscience and Remote Sensing, March 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  27. Algorithms for Multispectral and Hyperspectral Image Analysis

    Article • Journal of Electrical and Computer Engineering, January 2013, Hindawi Publishing Corporation

    Dr. Alina Zare

  28. Endmember extraction using the physics-based multi-mixture pixel model

    Article • October 2012, SPIE

    Dr. Alina Zare

  29. Hyperspectral image analysis with piece-wise convex endmember estimation and spectral unmixing

    Article • September 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  30. Spectral Unmixing Cluster Validity Index for Multiple Sets of Endmembers

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, August 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  31. Agent-based rumor spreading models for human geography applications

    Article • July 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  32. A sparsity promoting bilinear unmixing model

    Article • June 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  33. Bootstrapping for Piece-Wise Convex Endmember Distribution Detection

    Article • June 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  34. Using physics-based macroscopic and microscopic mixture models for hyperspectral pixel unmixing

    Article • May 2012, SPIE

    Dr. Alina Zare

  35. Directly Measuring Material Proportions Using Hyperspectral Compressive Sensing

    Article • IEEE Geoscience and Remote Sensing Letters, May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  36. Multi-Modal Change Detection, Application to the Detection of Flooded Areas: Outcome of the 2009–2010 Data Fusion Contest

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, February 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  37. Spatial-spectral unmixing using fuzzy local information

    Article • July 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  38. Piece-wise convex spatial-spectral unmixing of hyperspectral imagery using possibilistic and fuzzy clustering

    Article • June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  39. Sub-pixel target spectra estimation and detection using functions of multiple instances

    Article • June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  40. Multiclass subpixel target detection using functions of multiple instances

    Article • May 2011, SPIE

    Dr. Alina Zare

  41. Rebuilding the injured brain: use of MRS in clinical regenerative medicine

    Article • March 2011, SPIE

    Dr. Alina Zare

  42. An Investigation of Likelihoods and Priors for Bayesian Endmember Estimation

    Article • January 2011, American Institute of Physics

    Dr. Alina Zare

  43. Pattern Recognition Using Functions of Multiple Instances

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  44. Robust Endmember detection using L1 norm factorization

    Article • July 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  45. PCE: Piecewise Convex Endmember Detection

    Article • IEEE Transactions on Geoscience and Remote Sensing, June 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  46. Multiple model endmember detection based on spectral and spatial information

    Article • June 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  47. Spatially-smooth piece-wise convex endmember detection

    Article • June 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  48. A comparison of deterministic and probabilistic approaches to endmember representation

    Article • June 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  49. L1-endmembers: a robust endmember detection and spectral unmixing algorithm

    Article • April 2010, SPIE

    Dr. Alina Zare

  50. Quantifying the benefit of airborne and ground sensor fusion for target detection

    Article • April 2010, SPIE

    Dr. Alina Zare

  51. Endmember detection using the Dirichlet process

    Article • December 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  52. Vegetation Mapping for Landmine Detection Using Long-Wave Hyperspectral Imagery

    Article • IEEE Transactions on Geoscience and Remote Sensing, January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  53. Sparsity Promoting Iterated Constrained Endmember Detection in Hyperspectral Imagery

    Article • IEEE Geoscience and Remote Sensing Letters, July 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  54. SPICE: a sparsity promoting iterated constrained endmember extraction algorithm with applications to landmine detection from hyperspectral imagery

    Article • April 2007, SPIE

    Dr. Alina Zare

  55. Sparsity promoting iterated constrained endmember detection with integrated band selection

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Alina Zare

  56. Sensor fusion for airborne landmine detection

    Article • May 2006, SPIE

    Dr. Alina Zare