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2017 IEEE Applied Imagery Pattern Recognition Workshop (AIPR) (2017)
Washington, DC, USA
Oct. 10, 2017 to Oct. 12, 2017
ISSN: 2332-5615
ISBN: 978-1-5386-1236-1
TABLE OF CONTENTS

Gaze Tracking in 3D Space with a Convolution Neural Network “See What I See” (Abstract)

Amalia I Adiba , Department of Mechanical and Bioengineering, Osaka University, Osaka, Japan
Satoshi Asatani , Department of Mechanical and Bioengineering, Osaka University, Osaka, Japan
Seiichi Tagawa , Department of Mechanical and Bioengineering, Osaka University, Osaka, Japan
Hirohiko Niioka , Department of Mechanical and Bioengineering, Osaka University, Osaka, Japan
Jun Miyake , Department of Mechanical and Bioengineering, Osaka University, Osaka, Japan
pp. 1-7

A Benchmark for Building Footprint Classification Using Orthorectified RGB Imagery and Digital Surface Models from Commercial Satellites (Abstract)

Hirsh Goldberg , JHU Applied Physics Laboratory, Maryland, Laurel, USA
Myron Brown , JHU Applied Physics Laboratory, Maryland, Laurel, USA
Sean Wang , JHU Applied Physics Laboratory, Maryland, Laurel, USA
pp. 1-7

Categorizating 3D Fetal Ultrasound Image Database in First Trimester Pregnancy based on Mid-Sagittal Plane Assessments (Abstract)

Cheung-Wen Chang , Information Management, Chia Nan University of Pharmacy & Science
Shih-Ting Huang , Computer Science and Information Engineering, National Cheng-Kung University, Tainan, Taiwan
Yu-Han Huang , Computer Science and Information Engineering, National Cheng-Kung University, Tainan, Taiwan
Yung-Nien Sun , Computer Science and Information Engineering, National Cheng-Kung University, Tainan, Taiwan
Pei-Ying Tsai , Obstetrics and Gynecology, National Cheng-Kung University Hospital, Tainan, Taiwan
pp. 1-5

A Cost-Effective, Fast, and Robust Annotation Tool (Abstract)

Asaad F. Said , Intel Corporation, Chandler, USA
Vinay Kashyap , Intel Corporation, Chandler, USA
Namrata Choudhury , Intel Corporation, Chandler, USA
Farshad Akhbari , Intel Corporation, Chandler, USA
pp. 1-6

Tahitian Pearls' Luster Assessment Automation (Abstract)

Gael Mondonneix , Laboratoire d'excellence CORAIL, Geopole du Pacifique sud EA4238 University of French Polynesia, Punaauia, French Polynesia
Sebastien Chabrier , Laboratoire d'excellence CORAIL, Geopole du Pacifique sud EA4238 University of French Polynesia, Punaauia, French Polynesia
Jean-Martial Mari , Laboratoire d'excellence CORAIL, Geopole du Pacifique sud EA4238 University of French Polynesia, Punaauia, French Polynesia
Alban Gabillon , Laboratoire d'excellence CORAIL, Geopole du Pacifique sud EA4238 University of French Polynesia, Punaauia, French Polynesia
pp. 1-9

Roof Damage Assessment using Deep Learning (Abstract)

Mahshad Mahdavi Hezaveh , Chester F. Carlson Center for Imaging, Rochester Institute of Technology, NY, 14623-5604, USA
Christopher Kanan , Chester F. Carlson Center for Imaging, Rochester Institute of Technology, NY, 14623-5604, USA
Carl Salvaggio , Chester F. Carlson Center for Imaging, Rochester Institute of Technology, NY, 14623-5604, USA
pp. 6403-6408

Effect of Super Resolution on High Dimensional Features for Unsupervised Face Recognition in the Wild (Abstract)

Ahmed ElSayed , Department of Computer Science and Engineering, University of Bridgeport, Bridgeport, USA
Ausif Mahmood , Department of Computer Science and Engineering, University of Bridgeport, Bridgeport, USA
Tarek Sobh , Department of Computer Science and Engineering, University of Bridgeport, Bridgeport, USA
pp. 1-5

The Anatomy of a Neural Network (Abstract)

James P. LaRue , PhD, Jadco Signals
Richard L. Tutwiler , Professor Emeritus ARL / Penn State University/CEO LiveMotion3D LLC
Dennison J. LaRue , Juris Doctor Candidate 2020, South Carolina School of Law
pp. 1-6

The poor generalization of deep convolutional networks to aerial imagery from new geographic locations: an empirical study with solar array detection (Abstract)

Rui Wang , Denartment of Electrical & Computer Engineering, Duke University, Durham, NC, 27708
Joseph Camilo , Denartment of Electrical & Computer Engineering, Duke University, Durham, NC, 27708
Leslie M. Collins , Denartment of Electrical & Computer Engineering, Duke University, Durham, NC, 27708
Kyle Bradbury , Energy Initiative, Duke University, Durham, NC, 27708
Jordan M. Malof , Denartment of Electrical & Computer Engineering, Duke University, Durham, NC, 27708
pp. 1-8

Trading spatial resolution for improved accuracy in remote sensing imagery: an empirical study using synthetic data (Abstract)

Jordan M. Malof , Department of Electrical & Computer Engineering, Duke University, Durham, NC, 27708
Sravya Chelikani , Department of Electrical & Computer Engineering, Duke University, Durham, NC, 27708
Leslie M. Collins , Department of Electrical & Computer Engineering, Duke University, Durham, NC, 27708
Kyle Bradbury , Energy Initiative, Duke University, Durham, NC, 27708
pp. 1-7

Vector Learning for Cross Domain Representations (Abstract)

Shagan Sah , Rochester Institute of Technology, Rochester, NY, 14623, USA
Chi Zhang , Rochester Institute of Technology, Rochester, NY, 14623, USA
Thang Nguyen , Rochester Institute of Technology, Rochester, NY, 14623, USA
Dheeraj Kumar Peri , Rochester Institute of Technology, Rochester, NY, 14623, USA
Ameya Shringi , Rochester Institute of Technology, Rochester, NY, 14623, USA
Raymond Ptucha , Rochester Institute of Technology, Rochester, NY, 14623, USA
pp. 1-5

Breast Cancer Detection Using Transfer Learning in Convolutional Neural Networks (Abstract)

Shuyue Guan , Department of Biomedical Engineering, The George Washington University Medical Center, Washington DC, USA
Murray Loew , Department of Biomedical Engineering, The George Washington University Medical Center, Washington DC, USA
pp. 1-8

Detecting and Segmenting White Blood Cells in Microscopy Images of Thin Blood Smears (Abstract)

Golnaz Moallem , Electrical Engineering Department, Texas Tech University Lubbock, TX, 79409, USA
Mahdieh Poostchi , Lister Hill National Center for Biomedical Communications, U.S. National Library of Medicine, Bethesda, MD, 20894, USA
Hang Yu , Lister Hill National Center for Biomedical Communications, U.S. National Library of Medicine, Bethesda, MD, 20894, USA
Kamolrat Silamut , Mahidol-Oxford Tropical Medicine Research Unit, Bangkok, 10400, Thailand
Nila Palaniappan , University of Missouri-Kansas City, Kansas City, MO, 64110, USA
Sameer Antani , Lister Hill National Center for Biomedical Communications, U.S. National Library of Medicine, Bethesda, MD, 20894, USA
Md Amir Hossain , Chittagong Medical College & Hospital, Chittagong, Bangladesh
Richard J Maude , Mahidol-Oxford Tropical Medicine Research Unit, Bangkok, 10400, Thailand
Stefan Jaeger , Lister Hill National Center for Biomedical Communications, U.S. National Library of Medicine, Bethesda, MD, 20894, USA
George Thoma , Lister Hill National Center for Biomedical Communications, U.S. National Library of Medicine, Bethesda, MD, 20894, USA
pp. 1-8

A virtual filesystem approach to storage, analysis and delivery of volumetric image data for connectomics (Abstract)

Arthur W. Wetzel , Pittsburgh Supercomputing Center, Carnegie Mellon University, Pittsburgh, Pennsylvania, 15213, USA
Greg Hood , Pittsburgh Supercomputing Center, Carnegie Mellon University, Pittsburgh, Pennsylvania, 15213, USA
Alexander J. Ropelewski , Pittsburgh Supercomputing Center, Carnegie Mellon University, Pittsburgh, Pennsylvania, 15213, USA
pp. 1-4

Informativeness of Degraded Data in Training a Classification System (Abstract)

Nancy Ronquillo , Electrical and Computer Engineering, University of California, San Diego
Josh Harguess , Space and Naval Warfare Systems Center Pacific, San Diego, CA, 92152, United States
pp. 1-6

Video-Level Binocular Tone-mapping Framework Based on Temporal Coherency Algorithm (Abstract)

Mingyue Feng , Department of Electrical & Computer Engineering, George Washington University, Washington, DC, 20052, USA
Murray H. Loew , Department of Biomedical Engineering, George Washington University, Washington, DC, 20052, USA
pp. 1-5

ROS Navigation Stack for Smart Indoor Agents (Abstract)

Rasika Kangutkar , Computer Engineering, Rochester Institute of Technology, Rochester, USA
Jacob Lauzon , Computer Engineering, Rochester Institute of Technology, Rochester, USA
Alexander Synesael , Electrical Engineering, Rochester Institute of Technology, Rochester, USA
Nicholas Jenis , Computer Science, Rochester Institute of Technology, Rochester, USA
Kruthika Simha , Computer Engineering, Rochester Institute of Technology, Rochester, USA
Raymond Ptucha , Computer Engineering, Rochester Institute of Technology, Rochester, USA
pp. 1-10

TraffickCam: Crowdsourced and Computer Vision Based Approaches to Fighting Sex Trafficking (Abstract)

Abby Stylianou , Washington University in St Louis
Jessica Schreier , Washington University in St Louis
Richard Souvenir , Temple University
Robert Pless , George Washington University
pp. 1-8

Addressing supply chain risks of microelectronic devices through computer vision (Abstract)

Zhenhua Chen , School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN
Tingyi Wanyan , School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN
Ramya Rao , School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN
Benjamin Cutilli , School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN
James Sowinski , School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN
David Crandall , School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN
Robert Templeman , Naval Surface Warfare Center, Crane Division, Crane, IN
pp. 1-8

The poor generalization of deep convolutional networks to aerial imagery from new geographic locations: an empirical study with solar array detection (Abstract)

Rui Wang , Department of Electrical & Computer Engineering, Duke University, Durham, NC, 27708
Joseph Camilo , Department of Electrical & Computer Engineering, Duke University, Durham, NC, 27708
Leslie M. Collins , Department of Electrical & Computer Engineering, Duke University, Durham, NC, 27708
Kyle Bradbury , Energy Initiative, Duke University, Durham, NC, 27708
Jordan M. Malof , Department of Electrical & Computer Engineering, Duke University, Durham, NC, 27708
pp. 1-8

Fusion of Deep Convolutional Neural Networks (Abstract)

Robert Suchy , Indiana University of Pennsylvania, Indiana, PA
Soundararajan Ezekiel , Indiana University of Pennsylvania, Indiana, PA
Maria Cornacchia , Air Force Research Lab, Rome, NY
pp. 1-6

Multi-Scale Spatially Weighted Local Histograms in O(1) (Abstract)

Mahdieh Poostchi , Electrical Engineering and Computer Science Department, University of Missouri -Columbia, Columbia, Missouri
Ali Shafiekhani , Electrical Engineering and Computer Science Department, University of Missouri -Columbia, Columbia, Missouri
Kannappan Palaniappan , Electrical Engineering and Computer Science Department, University of Missouri -Columbia, Columbia, Missouri
Guna Seetharaman , US Naval Research Laboratory, Washington D.C.
pp. 1-7

Automated Classification of Wrinkle Levels in Seed Coat Using Relevance Vector Machine (Abstract)

A. Shafiekhani , ViGIR Lab, Dept. of Electrical Engineering and Computer Science
A. P. Dhanapal , Division of Plant Sciences, University of Missouri, Columbia, MO, USA
J. D. Gillman , USDA-ARS, Columbia, MO, USA
F. B. Fritschi , Division of Plant Sciences, University of Missouri, Columbia, MO, USA
G. N. DeSouza , ViGIR Lab, Dept. of Electrical Engineering and Computer Science
pp. 1-7

Camera Auto-calibration for Planar Aerial Imagery, Supported by Camera Metadata (Abstract)

Abdullah Akay , Department of Computer Science, University of Missouri, Columbia, MO, 65211, USA
Hadi AliAkbarpour , Department of Computer Science, University of Missouri, Columbia, MO, 65211, USA
Kannappan Palaniappan , Department of Computer Science, University of Missouri, Columbia, MO, 65211, USA
Guna Seetharaman , Advanced Computing Concepts, Naval Research Laboratory, Washington, DC, 20375, USA
pp. 1-5

Unsupervised Learning Method for Plant and Leaf Segmentation (Abstract)

Noor M. Al-Vshakarji , Department of Computer Science, University of Missouri-Columbia, MO, 65211, USA
Yasmin M. Kassim , Department of Computer Engineering, Al-Nahrain University, Baghdad, Iraq
Kannappan Palaniappan , Department of Computer Science, University of Technology, Baghdad, Iraq
pp. 1-4

Texture Classification using Multiple Local Descriptors (Abstract)

Zakariya A. Oraibi , Electrical Engineering and Computer Science Department, University of Missouri - Columbia, Missouri, Columbia, 65211, USA
Morgane Irio , INSA Centre Val de Loire, Université d'Orléans, Bourges, F-18022, France
Adel Hafiane , INSA Centre Val de Loire, Université d'Orléans, Bourges, F-18022, France
Kannappan Palaniappan , Electrical Engineering and Computer Science Department, University of Missouri - Columbia, Missouri, Columbia, 65211, USA
pp. 1-7

Using Machine Learning techniques for identification of Chronic Traumatic Encephalopathy related Spectroscopic Biomarkers (Abstract)

Marcia S Louis , Department of Electrical and Computer Engineering
Michael Alosco , Department of Neurology, Boston University, Boston, MA
Benjamin Rowland , Center for Clinical Spectroscopy
Huijun Liao , Psychiatric Neuroimaging Laboratory, Brigham and Women's Hospital, Boston, MA
Joseph Wang , Department of Electrical and Computer Engineering
Inga Koerte , Psychiatric Neuroimaging Laboratory, Brigham and Women's Hospital, Boston, MA
Martha Shenton , Psychiatric Neuroimaging Laboratory, Brigham and Women's Hospital, Boston, MA
Robert Stern , Department of Neurology, Boston University, Boston, MA
Ajay Joshi , Department of Electrical and Computer Engineering
Alexander P Lin , Center for Clinical Spectroscopy
pp. 1-5

Restoration of Medical Images Using Genetic Algorithms (Abstract)

Alaa F. Sheta , Department of Computing Sciences, Texas A&M University - Corpus Christi, Corpus Christi, TX, 78412, USA
pp. 1-8

Ballistic Missile Boost Phase Acceleration Reconstruction using Wavelet Multi-resolution Analysis (Abstract)

Colter Long , Indiana University of Pennsylvania, Indiana, PA, 15705
Soundararajan Ezekiel , Indiana University of Pennsylvania, Indiana, PA, 15705
Larry Pearlstein , The College of New Jersey, Ewing, NJ, 08628
Joseph Raquepas , Air Force Research Laboratory, Rome, NY, 13441
pp. 1-5

Scene wireframes sketching for UAVs (Abstract)

Roi Santos , CiTIUS, University of Santiago de Compostela, Galicia, Spain
Xose Manuel Pardo Lopez , CiTIUS, University of Santiago de Compostela, Galicia, Spain
Xose Ramon Fernandez Vidal , CiTIUS, University of Santiago de Compostela, Galicia, Spain
pp. 1-9

Automated generation of convolutional neural network training data using video sources (Abstract)

Andrew R. Kalukin , National Geospatial-Intelligence Agency, Springfield, VA, 22150-7500, USA
Wade Leonard , National Geospatial-Intelligence Agency, Springfield, VA, 22150-7500, USA
Joan Green , National Geospatial-Intelligence Agency, Springfield, VA, 22150-7500, USA
Lester Burgwardt , National Geospatial-Intelligence Agency, Springfield, VA, 22150-7500, USA
pp. 1-3

Analysis of Attitude Jitter on the Performance of Feature Detection (Abstract)

Helia Sharif , German Aerospace Center (DLR), Robert-Hooke-Straße 7, Bremen, 28359, Germany
Borja Martinez Calvo , OHB-System AG, Universitätsallee 27, Bremen, 28359, Germany
Christian Pfaab , Matthew Hölzel, Universität Bremen, Bremen, 28359, Germany
pp. 1-9

Vehicle Tracking in Wide Area Motion Imagery using KC- LoFT Multi-Feature Discriminative Modeling (Abstract)

Noor M. Al-Shakarji , Department of Computer Science, University of Missouri-Columbia, MO, 65211, USA
Filiz Bunyak , Department of Computer Science, University of Missouri-Columbia, MO, 65211, USA
Guna Seetharaman , Advanced Computing Concepts, U.S. Naval Research Laboratory, Washington, DC, 20375, USA
Kannappan Palaniappan , Department of Computer Science, University of Missouri-Columbia, MO, 65211, USA
pp. 1-6

Super-Resolution for Color Imagery (Abstract)

Isabella Herold , A. James Clark School of Engineering, College Park, University of Maryland, MD
S. Susan Young , Army Research Lab Adelphi, MD
pp. 1-15

Virtual Biopsy: Distinguishing Post-traumatic Stress from Mild Traumatic Brain Injury Using Magnetic Resonance Spectroscopy (Abstract)

Laura J. Mariano , The Charles Stark Draper Laboratory, Inc., Cambridge, USA
John M. Irvine , Department of Radiology, Brigham and Women's Hospital, Boston, USA
Benjamin Rowland , Department of Radiology, Brigham and Women's Hospital, Boston, USA
Huiiun Liao , US Army Research Institute of Environmental Medicine, Natick, USA
Kristin Heaton , US Army Research Institute of Environmental Medicine, Natick, USA
Irina Orlovsky , US Army Research Institute of Environmental Medicine, Natick, USA
Katherine Finkelstein , US Army Research Institute of Environmental Medicine, Natick, USA
Alexander P. Lin , Department of Radiology, Brigham and Women's Hospital, Boston, USA
pp. 1-6

Remote Sensing to Analyze Wealth, Poverty, and Crime (Abstract)

John M. Irvine , Charles Stark Draper Laboratory, Inc., Cambridge, MA
Richard J. Wood , Charles Stark Draper Laboratory, Inc., Cambridge, MA
Payden McBee , Charles Stark Draper Laboratory, Inc., Cambridge, MA
pp. 1-9

Sparse Unsupervised Clustering with Mixture Observations for Video Summarization (Abstract)

Xiang Xiang , Dept. of Computer Science, Johns Hopkins University, Baltimore, MD, 21218, USA
Dung N. Tran , Dept. of Computer Science, Johns Hopkins University, Baltimore, MD, 21218, USA
Trac D. Tran , Dept. of Computer Science, Johns Hopkins University, Baltimore, MD, 21218, USA
pp. 1-2

Generative Adversarial Networks for Classification (Abstract)

Steven A. Israel , Raytheon IIS, Sterling, Viginia
J.H. Goldstein , Raytheon IIS, Sterling, Viginia
Jeffrey S. Klein , Raytheon IIS, Sterling, Viginia
James Talamonti , Raytheon IIS, Sterling, Viginia
Franklin Tanner , Raytheon IIS, Sterling, Viginia
Shane Zabel , Raytheon IIS, Sterling, Viginia
Philip A. Sallee , Raytheon IIS, Sterling, Viginia
Lisa McCoy , Raytheon IIS, Sterling, Viginia
pp. 1-4

Satellite Image Classification with Deep Learning (Abstract)

Mark Pritt , Lockheed Martin Space, Gaithersburg, Maryland
Gary Chern , Lockheed Martin Space, Palo Alto, California
pp. 1-7
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