Monday, November 16th, 2015

Functions of Multiple Instances for Learning Target Signatures

Abstract: The functions of multiple instances (FUMI) approach for learning target and nontarget signatures is introduced. FUMI is a generalization […]


Wednesday, May 27th, 2015

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

Abstract: In this paper, the Multi-target Extended Function of Multiple Instances (Multi-target eFUMI) method is developed and described. The method […]


Tuesday, May 6th, 2014

Extended Functions of Multiple Instances for Target Characterization

Abstract: An extension of the Function of Multiple Instances (FUMI) algorithm for target characterization is presented. FUMI is a generalization […]


Friday, February 7th, 2014

Subpixel Target Detection in Hyperspectral Imagery using Piece-wise Convex Spatial-Spectral Unmixing, Possibilistic and Fuzzy Clustering, and Co-Registered LIDAR

Abstract: A new algorithm for subpixel target detection in hyperspectral imagery is proposed which uses the PFCM-FLICM-PCE algorithm to model […]


Wednesday, January 8th, 2014

Landmine classification using possibilistic K-nearest neighbors with wideband electromagnetic induction data

Abstract: A possibilistic K-Nearest Neighbors classifier is presented to classify mine and non-mine objects using data collected from a wideband […]


Sunday, October 27th, 2013

Data: MUUFL Gulfport Hyperspectral and LiDAR Data Collection

The MUUFL Gulfport Hyperspectral and LiDAR Data Collection Files can be downloaded here: https://github.com/TigerSense/MUUFLGulfport Geo-tagged Photographs and Ground-truth locations of this […]


Friday, May 11th, 2012

Pattern Recognition using Functions of Multiple Instances

Abstract: The Functions of Multiple Instances (FUMI) method for learning a target prototype from data points that arefunctions of target and non-target prototypes is introduced. In this […]


Friday, May 11th, 2012

Multi-Class Sub-pixel Target Detection using Functions of Multiple Instances

Abstract: The Multi-class Convex-FUMI (Multi-class C-FUMI) method is developed and described. The method is capable of learning prototypes for multiple […]


Thursday, May 10th, 2012

Sub-pixel Target Spectra Estimation Using Functions of Multiple Instances

Abstract: The Functions of Multiple Instances (FUMI) method for learning target pattern and non-target patterns is introduced and extended. The […]


Wednesday, May 9th, 2012

Quantifying the Benefit of Airborne and Ground Sensor Fusion for Target Detection

Abstract: In this paper, a study involving the detection of buried objects by fusing airborne Multi-Spectral Imagery (MSI) and ground-based […]