SSIAI

Keyphrases

Publications

2020

Mohammad S. Majdi, Khalil N. Salman, Michael F. Morris, Nirav C. Merchant, Jeffrey J. Rodríguez
Deep Learning Classification of Chest X-Ray Images. SSIAI (2020)
Amanda Ziemann, Travis Pitts
Exploring feature augmentation as a method for improving panchromatic remote sensing change detection. SSIAI (2020)
Sydney DeMets, Amanda Ziemann, Carrie Manore, Curtis Russell
Improving mosquito population predictions in the Greater Toronto Area using remote sensing imagery. SSIAI (2020)
Samarth Singh, Ginger S. Watson, Peter A. Youngs, Scott T. Acton
A Neural Network Approach to Automated Classification of Elementary Mathematics Instructional Activities. SSIAI (2020)
A. Kurup, Peter Soliz, Sheila C. Nemeth, Vinayak Joshi
Automated Detection of Malarial Retinopathy Using Transfer Learning. SSIAI (2020)
Hannah J. Murphy, Christopher X. Ren, Matthew T. Calef
Feature Augmentation Improves Anomalous Change Detection for Human Activity Identification in Synthetic Aperture Radar Imagery. SSIAI (2020)
Omid Bazgir, Kai Barck, Richard A. D. Carano, Robby M. Weimer, Luke Xie
Kidney segmentation using 3D U-Net localized with Expectation Maximization. SSIAI (2020)
Al Bovik
Weeping and Gnashing of Teeth: Teaching Deep Learning in Image and Video Processing Classes. SSIAI (2020)
Juan Castorena, Diane Oyen
Learning Shapes on Image Sampled Points with Dynamic Graph CNNs. SSIAI (2020)
Wenshu Zhang, Thomas Ezard, Alex Searle-Barnes, Anieke Brombacher, Orestis Katsamenis, Mark S. Nixon
Towards Understanding Speciation By Automated Extraction And Description Of 3d Foraminifera Stacks. SSIAI (2020)
Daniel A. Wang, Charles M. S. Strauss, Jacob M. Springer, Austin Thresher, Howard Pritchard, Garrett T. Kenyon
Sparse MP4. SSIAI (2020)
Marc Kassubeck, Talash Malek, Moritz Mühlhausen, Moritz Kappel, Susana Castillo, Marc-André Dittrich, Marcus A. Magnor
Optical Quality Control for Adaptive Polishing Processes. SSIAI (2020)
Victor M. Vergara, Vince D. Calhoun
Nicotine Addiction Decreases Dynamic Connectivity Frequency In Functional Magnetic Resonance Imaging. SSIAI (2020)
Christopher X. Ren, Matthew T. Calef, Alice M. S. Durieux, Amanda Ziemann, James Theiler
On the Detectability of Conflict: a Remote Sensing Study of the Rohingya Conflict. SSIAI (2020)
Joseph P. Havlicek, Tristan N. Arian, Hoda Soltani, Tomasz Przebinda, Murad Özaydin
A Preliminary Case for Hirschman Transform Video Coding. SSIAI (2020)
Ruiting Shao, Edward J. Delp
Forensic Scanner Identification Using Machine Learning. SSIAI (2020)
Praneet Singh, Stacy M. Lindshield, Fengqing Zhu, Amy R. Reibman
Animal Localization in Camera-Trap Images with Complex Backgrounds. SSIAI (2020)
Cesar Carranza, Daniel Llamocca, Marios Pattichis
Fast and Scalable 2D Convolutions and Cross-correlations for Processing Image Databases and Videos on CPUs. SSIAI (2020)
Harshit S. Parmar, Sunanda Mitra, Brian Nutter, L. Rodney Long, Sameer K. Antani
Visualization and Detection of Changes in Brain States Using t-SNE. SSIAI (2020)
Mohammad S. Eslampanah Sendi, Elaheh Zendehrouh, Zening Fu, Babak Mahmoudi, Robyn L. Miller, Vince D. Calhoun
A Machine Learning Model for Exploring Aberrant Functional Network Connectivity Transition in Schizophrenia. SSIAI (2020)
Sundaresh Ram, Vicky T. Nguyen, Kirsten H. Limesand, Jeffrey J. Rodríguez
Combined Detection and Segmentation of Cell Nuclei in Microscopy Images Using Deep Learning. SSIAI (2020)
Elena C. Reinisch, James Theiler, Amanda Ziemann
Identifying forest thinning using anomalous change detection on synthetic aperture radar data. SSIAI (2020)
Shengtai Ju, Marisa A. Erasmus, Amy R. Reibman, Fengqing Zhu
Video Tracking to Monitor Turkey Welfare. SSIAI (2020)
Omid Jafari, Parth Nagarkar, Jonathan Montaño
Efficient Bitmap-based Indexing and Retrieval of Similarity Search Image Queries. SSIAI (2020)
Kyle Henke, Garrett T. Kenyon, Ben Migliori
Machine Learning in a Post Moore's Law World: Quantum vs. Neuromorphic Substrates. SSIAI (2020)
Robyn L. Miller, Vince D. Calhoun
Transient Spectral Peak Analysis Reveals Distinct Temporal Activation Profiles for Different Functional Brain Networks. SSIAI (2020)
Christopher X. Ren, Amanda Ziemann, James Theiler, Alice M. S. Durieux
Cycle-Consistent Adversarial Networks for Realistic Pervasive Change Generation in Remote Sensing Imagery. SSIAI (2020)
IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2020, Albuquerque, NM, USA, March 29-31, 2020 SSIAI (2020)
Adrian Kretz, Rudolf Mester
A Shared Representation for Object Tracking and Classification using Siamese Networks. SSIAI (2020)
Youzuo Lin, James Theiler, Brendt Wohlberg, Yue Wu, Zhongping Zhang
Data-driven Methods for Solving Large-scale Inverse Problems with Applications to Subsurface Imaging. SSIAI (2020)
Luis Sanchez Tapia, Marios S. Pattichis, Sylvia Celedón-Pattichis, Carlos López Leiva
The Importance of the Instantaneous Phase for Face Detection using Simple Convolutional Neural Networks. SSIAI (2020)
Changye Yang, Sriram Baireddy, Yuhao Chen, Enyu Cai, Denise Caldwell, Valérian Méline, Anjali S. Iyer-Pascuzzi, Edward J. Delp
Plant Stem Segmentation Using Fast Ground Truth Generation. SSIAI (2020)
Michael Teti, Emily Meyer, Garrett T. Kenyon
Can Lateral Inhibition for Sparse Coding Help Explain V1 Neuronal Responses To Natural Stimuli? SSIAI (2020)

2018