Kickoff
of DARPA ISP Program (
L. Carin,
L. Carin,
W. Scott,
J. McClellan,
L. Collins,
Q. Liu,
G. Papanicolaou,
Program Review I (
L. Carin, Overview and
Optimal Experiments for Adaptive Sensing: Regression, Detection and
Classification
L. Collins, Bayesian Adaptive
Multi-Modality Processing for the Discrimination of Landmines
Q. Liu, Fast
Solvers for Electromagnetic and Elastic Sensing: Forward Problem, Inverse Problem
G. Papanicolaou, Imaging in
Clutter: Part 1, Part 2
W. Scott and J. McClellan, Detection of
Obscured Objects: Signal Processing and Modeling
Program Review II (
L. Carin, Program
Overview
W. Scott, Detection
of Obscured Targets: Physical Modeling
J. McClellan, Detection
of Obscured Targets: Signal Processing
L. Collins, Inversion
via Bayesian Adaptive Multi-Modality Processing
Q. Liu, Electromagnetic/Seismic
Joint Inversion in Multilayered Media
G. Papanicolaou, Interferometric Array Imaging
L. Carin, Adaptive
Multi-Sensor Processing and Inversion
Program Review III (
L. Carin, Program Overview
W. Scott, Detection
of Obscured Targets: Physical Modeling
J. McClellan, Detection of Obscured
Targets: Signal Processing
L. Collins, Inversion via Bayesian
Multi-Modal Iterative Adaptive Processing
Q. Liu, A Novel Scattering Approximation for Rapid Multi-Modality
Inversion
G. Papanicolaou, Interferometric Array Imaging
L. Carin, Adaptive Multi-Modal
Sensing of General Concealed Targets
L. Carin, Movie of HMM-based
adaptive-sensing algorithm applied to Sony robot (25 MByte
Zip file)
Program Review IV (
L. Carin, Program Overview
W. Scott, Multi-Sensor
Measurements for
the Detection of Buried Targets
J. McClellan, Detection of
Obscured Targets: Signal Processing
L. Collins, Multi-Sensor Adaptive Signal
Processing for Landmines
Q. Liu, Multi-Sensor
Inversion via
Rigorous Analysis of Underlying Waves
G. Papanicolaou, Adaptive
Methods in Coherent Interferometric Array Imaging
A. Hero, Research Directions
for Processing Landmine Data
L. Carin, A
General Framework
for Semi-Supervised Multi-Modality Active Sensing
Program Review V (
L. Carin, Program Overview
W. Scott, Multi-Sensor
Measurements for the
Detection of Buried Targets
J. McClellan, Detection of Obscured
Targets: Signal Processing
L. Collins, Multi-Sensor Adaptive Signal
Processing and Sensor Management for Landmines
Q. Liu, A Fast Inverse Solver and Tunnel Detection
G. Papanicolaou, Adaptive Interferometric Array Imaging and Applications to GPR
A. Hero,
Sequential Adaptive Sensor Management
L. Carin, Non-Myopic
Multi-Sensor Adaptive Sensing: Robotic Landmine & In-Building Sensing
Carin Movies: Movie 1 (211
KB), Movie 2 (45.1
MB)
Program Review VI (
L. Carin, Program Overview
W. Scott, Multi-Sensor
Measurements for Detection of Buried Objects
J. McClellan, Tunnel Imaging and
Detection Using GPR and Seismic Sensors
L. Collins, Managing Sensors with
Uncertain Performance Characteristics
Q. Liu, Fast Forward and Inverse
Scattering Algorithms
G. Papanicolaou,
Adaptive
Optimal Illumination in Clutter
A. Hero, Sequential Adaptive
Sensor Management
L. Carin, HMM Mixture Models and
Life-Long Learning with Dirichlet Process Priors