Informative multiview planning for underwater sensors
Many modern imaging sensors must obtain multiple looks or “views” of a target at different
orientations to automatically classify it with high confidence. Therefore, when tasked with …
orientations to automatically classify it with high confidence. Therefore, when tasked with …
Sonar automatic target recognition for underwater UXO remediation
JC Isaacs - Proceedings of the IEEE Conference on Computer …, 2015 - cv-foundation.org
Automatic target recognition (ATR) for unexploded ordnance (UXO) detection and classification
using sonar data of opportunity from open oceans survey sites is an open research area. …
using sonar data of opportunity from open oceans survey sites is an open research area. …
[PDF][PDF] Compressive Sensing for Synthetic Aperture Sonar
JC Isaacs - ioa.org.uk
This work analyzes approaches to synthetic aperture sonar imaging based on the concept
of compressive sensing and compressive sampling. In compressed sensing, a low-…
of compressive sensing and compressive sampling. In compressed sensing, a low-…
Representational learning for sonar ATR
JC Isaacs - Detection and Sensing of Mines, Explosive …, 2014 - spiedigitallibrary.org
Learned representations have been shown to give hopeful results for solving a multitude of
novel learning tasks, even though these tasks may be unknown when the model is being …
novel learning tasks, even though these tasks may be unknown when the model is being …
Evolving ant colony systems in hardware for random number generation
JC Isaacs, RK Watkins, SY Foo - Proceedings of the 2002 …, 2002 - ieeexplore.ieee.org
Using a genetic algorithm (GA) to evolve ant colony systems (ACS), we have succeeded at
producing evolvable random number generators (RNG) that can be written to hardware. …
producing evolvable random number generators (RNG) that can be written to hardware. …
Novel kernels and kernel PCA for pattern recognition
JC Isaacs, SY Foo… - … Intelligence in Robotics …, 2007 - ieeexplore.ieee.org
Kernel methods are a mathematical tool that provides a generally higher dimensional
representation of given data set in feature space for feature recognition and image analysis …
representation of given data set in feature space for feature recognition and image analysis …
Cellular automata PRNG: Maximal performance and minimal space FPGA implementations
JC Isaacs, RK Watkins, SY Foo - Engineering Applications of Artificial …, 2003 - Elsevier
The consumption of random numbers is universal to the execution of genetic algorithms (GA).
In addition to being used in crossover and mutation subroutines, many GA require virtual …
In addition to being used in crossover and mutation subroutines, many GA require virtual …
Kernel Methods and Component Analysis for Pattern Recognition
JC Isaacs - 2007 - diginole.lib.fsu.edu
… The members of the Committee approve the dissertation of Jason C. Isaacs defended on …
An example of an inner product which induces an incomplete metric occurs with the space C[a, …
An example of an inner product which induces an incomplete metric occurs with the space C[a, …
[HTML][HTML] A multicenter prospective randomized comparison of conduits versus decellularized nerve allograft for digital nerve repairs
J Isaacs, JA Nydick, KR Means, GA Merrell… - The Journal of Hand …, 2023 - Elsevier
Purpose While there are advantages and disadvantages to both processed nerve allografts (PNA)
and conduits, a large, well-controlled prospective study is needed to compare the …
and conduits, a large, well-controlled prospective study is needed to compare the …
Automated cable tracking in sonar imagery
JC Isaacs, R Goroshin - OCEANS 2010 MTS/IEEE SEATTLE, 2010 - ieeexplore.ieee.org
The classical paradigm of line and curve detection in images, as prescribed by the Hough
transform, breaks down in cluttered and noisy imagery. In this paper we present an “upgraded” …
transform, breaks down in cluttered and noisy imagery. In this paper we present an “upgraded” …