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2020

IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2020, Albuquerque, NM, USA, March 29-31, 2020IEEE, 2020. [doi]

Kidney segmentation using 3D U-Net localized with Expectation MaximizationOmid Bazgir, Kai Barck, Richard A. D. Carano, Robby M. Weimer, Luke Xie. ssiai 2020: 22-25 [doi]

Weeping and Gnashing of Teeth: Teaching Deep Learning in Image and Video Processing ClassesAl Bovik. ssiai 2020: 125-129 [doi]

Fast and Scalable 2D Convolutions and Cross-correlations for Processing Image Databases and Videos on CPUsCesar Carranza, Daniel Llamocca, Marios Pattichis. ssiai 2020: 70-73 [doi]

Learning Shapes on Image Sampled Points with Dynamic Graph CNNsJuan Castorena, Diane Oyen. ssiai 2020: 1-4 [doi]

Improving mosquito population predictions in the Greater Toronto Area using remote sensing imagerySydney DeMets, Amanda Ziemann, Carrie Manore, Curtis Russell. ssiai 2020: 78-81 [doi]

A Preliminary Case for Hirschman Transform Video CodingJoseph P. Havlicek, Tristan N. Arian, Hoda Soltani, Tomasz Przebinda, Murad Özaydin. ssiai 2020: 104-107 [doi]

Machine Learning in a Post Moore's Law World: Quantum vs. Neuromorphic SubstratesKyle Henke, Garrett T. Kenyon, Ben Migliori. ssiai 2020: 74-77 [doi]

Efficient Bitmap-based Indexing and Retrieval of Similarity Search Image QueriesOmid Jafari, Parth Nagarkar, Jonathan Montaño. ssiai 2020: 58-61 [doi]

Video Tracking to Monitor Turkey WelfareShengtai Ju, Marisa A. Erasmus, Amy R. Reibman, Fengqing Zhu. ssiai 2020: 50-53 [doi]

Optical Quality Control for Adaptive Polishing ProcessesMarc Kassubeck, Talash Malek, Moritz Mühlhausen, Moritz Kappel, Susana Castillo, Marc-André Dittrich, Marcus A. Magnor. ssiai 2020: 90-94 [doi]

A Shared Representation for Object Tracking and Classification using Siamese NetworksAdrian Kretz, Rudolf Mester. ssiai 2020: 54-57 [doi]

Automated Detection of Malarial Retinopathy Using Transfer LearningA. Kurup, Peter Soliz, Sheila C. Nemeth, Vinayak Joshi. ssiai 2020: 18-21 [doi]

Data-driven Methods for Solving Large-scale Inverse Problems with Applications to Subsurface ImagingYouzuo Lin, James Theiler, Brendt Wohlberg, Yue Wu 0009, Zhongping Zhang. ssiai 2020: 13 [doi]

Deep Learning Classification of Chest X-Ray ImagesMohammad S. Majdi, Khalil N. Salman, Michael F. Morris, Nirav C. Merchant, Jeffrey J. Rodriguez. ssiai 2020: 116-119 [doi]

Transient Spectral Peak Analysis Reveals Distinct Temporal Activation Profiles for Different Functional Brain NetworksRobyn L. Miller, Vince D. Calhoun. ssiai 2020: 108-111 [doi]

Feature Augmentation Improves Anomalous Change Detection for Human Activity Identification in Synthetic Aperture Radar ImageryHannah J. Murphy, Christopher X. Ren, Matthew T. Calef. ssiai 2020: 46-49 [doi]

Visualization and Detection of Changes in Brain States Using t-SNEHarshit S. Parmar, Sunanda Mitra, Brian Nutter, L. Rodney Long, Sameer K. Antani. ssiai 2020: 14-17 [doi]

Combined Detection and Segmentation of Cell Nuclei in Microscopy Images Using Deep LearningSundaresh Ram, Vicky T. Nguyen, Kirsten H. Limesand, Jeffrey J. Rodríguez. ssiai 2020: 26-29 [doi]

Identifying forest thinning using anomalous change detection on synthetic aperture radar dataElena C. Reinisch, James Theiler, Amanda Ziemann. ssiai 2020: 38-41 [doi]

On the Detectability of Conflict: a Remote Sensing Study of the Rohingya ConflictChristopher X. Ren, Matthew T. Calef, Alice M. S. Durieux, Amanda Ziemann, James Theiler. ssiai 2020: 86-89 [doi]

Cycle-Consistent Adversarial Networks for Realistic Pervasive Change Generation in Remote Sensing ImageryChristopher X. Ren, Amanda Ziemann, James Theiler, Alice M. S. Durieux. ssiai 2020: 42-45 [doi]

A Machine Learning Model for Exploring Aberrant Functional Network Connectivity Transition in SchizophreniaMohammad S. Eslampanah Sendi, Elaheh Zendehrouh, Zening Fu, Babak Mahmoudi, Robyn L. Miller, Vince D. Calhoun. ssiai 2020: 112-115 [doi]

Forensic Scanner Identification Using Machine LearningRuiting Shao, Edward J. Delp. ssiai 2020: 1-4 [doi]

Animal Localization in Camera-Trap Images with Complex BackgroundsPraneet Singh, Stacy M. Lindshield, Fengqing Zhu, Amy R. Reibman. ssiai 2020: 66-69 [doi]

A Neural Network Approach to Automated Classification of Elementary Mathematics Instructional ActivitiesSamarth Singh, Ginger S. Watson, Peter A. Youngs, Scott T. Acton. ssiai 2020: 130 [doi]

The Importance of the Instantaneous Phase for Face Detection using Simple Convolutional Neural NetworksLuis Sanchez Tapia, Marios S. Pattichis, Sylvia Celedón-Pattichis, Carlos López Leiva. ssiai 2020: 1-4 [doi]

Can Lateral Inhibition for Sparse Coding Help Explain V1 Neuronal Responses To Natural Stimuli?Michael Teti, Emily Meyer, Garrett T. Kenyon. ssiai 2020: 120-124 [doi]

Nicotine Addiction Decreases Dynamic Connectivity Frequency In Functional Magnetic Resonance ImagingVictor M. Vergara, Vince D. Calhoun. ssiai 2020: 34-37 [doi]

Sparse MP4Daniel A. Wang, Charles M. S. Strauss, Jacob M. Springer, Austin Thresher, Howard Pritchard, Garrett T. Kenyon. ssiai 2020: 99-103 [doi]

Plant Stem Segmentation Using Fast Ground Truth GenerationChangye Yang, Sriram Baireddy, Yuhao Chen, Enyu Cai, Denise Caldwell, Valérian Méline, Anjali S. Iyer-Pascuzzi, Edward J. Delp. ssiai 2020: 62-65 [doi]

Towards Understanding Speciation By Automated Extraction And Description Of 3d Foraminifera StacksWenshu Zhang, Thomas Ezard, Alex Searle-Barnes, Anieke Brombacher, Orestis Katsamenis, Mark Nixon. ssiai 2020: 30-33 [doi]

Exploring feature augmentation as a method for improving panchromatic remote sensing change detectionAmanda Ziemann, Travis Pitts. ssiai 2020: 82-85 [doi]

2018

2018 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2018, Las Vegas, NV, USA, April 8-10, 2018IEEE Computer Society, 2018. [doi]

A Comparison of Column Subset Selection Methods for Unsupervised Band Subset Selection in Hyperspectral ImageryMaher Aldeghlawi, Miguel Velez-Reyes. ssiai 2018: 57-60 [doi]

Efficient Face And Gesture Recognition For Time Sensitive ApplicationAnush Ananthakumar. ssiai 2018: 117-120 [doi]

DDT: Decentralized event Detection and Tracking using an ensemble of vertex-reinforced walks on a graphTamal Batabyal. ssiai 2018: 145-148 [doi]

Fully Automatic Baseline Correction in Magnetic Resonance SpectroscopyOmid Bazgir, Sunanda Mitra, Brian Nutter, Eric Walden. ssiai 2018: 97-100 [doi]

Underwater Image Restoration using Deep Networks to Estimate Background Light and Scene DepthKeming Cao, Yan-Tsung Peng, Pamela C. Cosman. ssiai 2018: 1-4 [doi]

Estimating Plant Centers Using A Deep Binary ClassifierYuhao Chen, Javier Ribera, Edward J. Delp. ssiai 2018: 105-108 [doi]

Sleep Analysis Using Motion and Head DetectionJeehyun Choe, Daniel Mas Montserrat, A. J. Schwichtenberg, Edward J. Delp. ssiai 2018: 29-32 [doi]

Golden Number Sampling Applied to Compressive SensingFelipe Batista da Silva, Ricardo von Borries, Cristiano Jacques Miosso. ssiai 2018: 1-4 [doi]

The precision of triangulation in monocular visual odometryNolang Fanani, Rudolf Mester. ssiai 2018: 1-4 [doi]

cTADA: The Design of a Crowdsourcing Tool for Online Food Image Identification and SegmentationShaobo Fang, Chang Liu 0004, Khalid Tahboub, Fengqing Zhu, Edward J. Delp, Carol J. Boushey. ssiai 2018: 25-28 [doi]

Artifact Detection Maps Learned using Shallow Convolutional NetworksTodd Richard Goodall, Alan C. Bovik. ssiai 2018: 101-104 [doi]

Complex Correntropy Induced Metric Applied to Compressive Sensing with Complex-Valued DataJoão P. F. Guimarães, Aluisio I. R. Fontes, Felipe B. da Silva, Allan de M. Martins, Ricardo von Borries. ssiai 2018: 21-24 [doi]

Natural Scene Statistics for Noise EstimationPraful Gupta, Christos G. Bampis, Yize Jin, Alan C. Bovik. ssiai 2018: 85-88 [doi]

Reversible Color-to-Gray Mapping with Resistance to JPEG EncodingTakahiko Horiuchi, Xu Wen, Keita Hirai. ssiai 2018: 13-16 [doi]

Context-Sensitive Human Activity Classification in Collaborative Learning EnvironmentsAbigail Ruth Jacoby, Marios S. Pattichis, Sylvia Celedon-Pattichis, Carlos LopezLeiva. ssiai 2018: 1-4 [doi]

High-homogeneity functional parcellation of human brain for investigating robust functional connectivityXiangyu Liu, Hua Xie, Brian Nutter, Sunanda Mitra. ssiai 2018: 1-4 [doi]

Drive-Net: Convolutional Network for Driver Distraction DetectionMohammed S. Majdi, Sundaresh Ram, Jonathan T. Gill, Jeffrey J. Rodriguez. ssiai 2018: 1-4 [doi]

A Ground-Truth Fusion Method for Image Segmentation EvaluationSree Ramya S. P. Malladi, Sundaresh Ram, Jeffrey J. Rodriguez. ssiai 2018: 137-140 [doi]

f-Sim: A quasi-realistic fMRI simulation toolbox using digital brain phantom and modeled noiseHarshit S. Parmar, Xiangyu Liu, Hua Xie, Brian Nutter, Sunanda Mitra, L. Rodney Long, Sameer K. Antani. ssiai 2018: 37-40 [doi]

Performance of Supervised Classifiers for Damage Scoring of Zebrafish NeuromastsRohit C. Philip, Sree Ramya S. P. Malladi, Maki Niihori, Abraham Jacob, Jeffrey J. Rodriguez. ssiai 2018: 113-116 [doi]

Fused Reasoning Under Uncertainty for Soldier Centric Human-Agent Decision MakingAdrienne Raglin, Andre Harrison, Douglas Summers-Stay. ssiai 2018: 1-4 [doi]

Viola-Jones Algorithm for Automatic Detection of Hyperbolic Regions in GPR Profiles of Bridge DecksMohammed Abdul Rahman, Tarek Zayed. ssiai 2018: 1-4 [doi]

Classification of Primary Cilia in Microscopy Images Using Convolutional Neural Random ForestsSundaresh Ram, Mohammed S. Majdi, Jeffrey J. Rodriguez, Yang Gao, Heddwen L. Brooks. ssiai 2018: 89-92 [doi]

Strategies for Quality-Aware Video Content AnalyticsAmy R. Reibman. ssiai 2018: 77-80 [doi]

Efficient GPU-based implementation of the median filter based on a multi-pixel-per-thread frameworkGabriel Salvador, Juan M. Chau, Jorge Quesada, Cesar Carranza. ssiai 2018: 121-124 [doi]

Robust Head Detection in Collaborative Learning Environments Using AM-FM RepresentationsWenjing Shi, Marios S. Pattichis, Sylvia Celedon-Pattichis, Carlos LopezLeiva. ssiai 2018: 1-4 [doi]

A New Hardware Architecture for the Ridge Regression Optical Flow AlgorithmTaylor Simons, Dah-Jye Lee. ssiai 2018: 125-128 [doi]

On the Natural Statistics of Chromatic ImagesZeina Sinno, Alan C. Bovik. ssiai 2018: 81-84 [doi]

Conjointly Space and 2D Frequency Localized FilterbanksPeter C. Tay, Yanjun Yan. ssiai 2018: 45-48 [doi]

Automatic Assessment of Hoarding Clutter from Images Using Convolutional Neural NetworksMustafa Ozan Tezcan, Janusz Konrad, Jordana Muroff. ssiai 2018: 1-4 [doi]

A Novel Semi-Supervised Detection Approach With Weak AnnotationEric K. Tokuda, Gabriel B. A. Ferreira, Cláudio T. Silva, Roberto M. Cesar. ssiai 2018: 129-132 [doi]

Graph Modularity and Randomness Measures : A Comparative StudyVictor M. Vergara, Qingbao Yu, Vince D. Calhoun. ssiai 2018: 33-36 [doi]

Thermal Image Enhancement Algorithm Using Local And Global Logarithmic Transform Histogram Matching With Spatial EqualizationViacheslav V. Voronin, Svetlana V. Tokareva, Evgeny A. Semenishchev, Sos S. Agaian. ssiai 2018: 5-8 [doi]

Image Compression: Sparse Coding vs. Bottleneck AutoencodersYijing Watkins, Oleksandr Iaroshenko, Mohammad Sayeh, Garrett T. Kenyon. ssiai 2018: 17-20 [doi]

In-between and cross-frequency dependence-based summarization of resting-state fMRI dataMaziar Yaesoubi, Rogers F. Silva, Vince D. Calhoun. ssiai 2018: 93-96 [doi]

A Reflectance Based Method For Shadow Detection and RemovalSri Kalyan Yarlagadda, Fengqing Zhu. ssiai 2018: 9-12 [doi]

Shape Adaptive Accelerated Paramter OptimizationAnthony Yezzi, Navdeep Dahiya. ssiai 2018: 1-4 [doi]

2016

2016 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2016, Santa Fe, NM, USA, March 6-8, 2016IEEE Computer Society, 2016. [doi]

A thermoregulation model to detect diabetic peripheral neuropathyCarla Agurto, Viktor Chekh, Ana Edwards, Zyden Jarry, E. Simon Barriga, Janet Simon, Peter Soliz. ssiai 2016: 13-16 [doi]

A filterbank method to determine ocean wave frequencyKyle M. Bailey, Peter C. Tay, H. Bora Karayaka. ssiai 2016: 101-104 [doi]

A state vector augmentation technique for incorporating indirect velocity information into the likelihood function of the sir video target tracking filterJesyca C. Fuenmayor Bello, Joseph P. Havlicek. ssiai 2016: 109-112 [doi]

Assessing cross frequency coupling in EEG collected from subjects viewing video using a modified metricPhilip Davis, Charles D. Creusere, Jim Kroger. ssiai 2016: 17-20 [doi]

Learning phase-rich features from streaming auditory imagesMohit L. Dubey, Peter F. Schultz, Garrett T. Kenyon. ssiai 2016: 73-76 [doi]

Clinical utilization of automated image analysis software for improving retinal reader's performanceV. Joshi, Carla Agurto, E. Simon Barriga, Sheila C. Nemeth, Peter Soliz. ssiai 2016: 145-148 [doi]

Dilation-3 PR QMF for image processingJian-ao Lian, Yonghui Wang, Cajetan M. Akujuobi. ssiai 2016: 93-96 [doi]

SEM resolution improvement using semi-blind restoration with hybrid L1-L2 regularizationYouzuo Lin, Yudhishthir Kandel, Matthew Zotta, Eric Lifshin. ssiai 2016: 33-36 [doi]

Sparse encoding of binocular images for depth inferenceSheng Y. Lundquist, Dylan M. Paiton, Peter F. Schultz, Garrett T. Kenyon. ssiai 2016: 121-124 [doi]

Convolutional Laplacian sparse codingXiyang Luo, Brendt Wohlberg. ssiai 2016: 133-136 [doi]

Difference image and fuzzy c-means for detection of retinal vesselsTemitope Mapayi, Jules-Raymond Tapamo. ssiai 2016: 169-172 [doi]

Video forgery detection and localization using normalized cross-correlation of moment featuresM. Mathai, D. Rajan, S. Emmanuel. ssiai 2016: 149-152 [doi]

Land cover classification in fused multisensor multispectral satellite imageryDaniela I. Moody, Dana E. Bauer, Steven P. Brumby, Eric D. Chisolm, Michael S. Warren, Samuel W. Skillman, Ryan Keisler. ssiai 2016: 85-88 [doi]

Histogram Oriented Gradients and Map Seeking Circuits pattern recognition with compressed imageryKathy Newtson, Charles Creusere. ssiai 2016: 113-116 [doi]

Towards automatic 3D bone marrow segmentationChuong T. Nguyen, Joseph P. Havlicek, Jennifer Holter Chakrabarty, Quyen Duong, Sara K. Vesely. ssiai 2016: 9-12 [doi]

Adaptive application of spatial filters on raw CT imagesNisarg Patel, Ralf Schneider, Uwe Küster. ssiai 2016: 157-160 [doi]

Deep segmentation networks using "simple" multi-layered graphical modelsReid B. Porter, Beate G. Zimmer. ssiai 2016: 41-44 [doi]

From line segments to more organized gestaltsBoshra Rajaei, Rafael Grompone von Gioi, Jean-Michel Morel. ssiai 2016: 137-140 [doi]

Image super-resolution using graph regularized block sparse representationSundaresh Ram, Jeffrey J. Rodriguez. ssiai 2016: 69-72 [doi]

Generic target response as a measure of regression accuracy in multispectral background estimationJames Theiler. ssiai 2016: 45-48 [doi]

Hyperspectral endmember class extraction using clustering and validity indexesMaria C. Torres-Madronero, Miguel Velez-Reyes. ssiai 2016: 81-84 [doi]

Indoor assistance for visually impaired people using a RGB-D cameraMichiel Vlaminck, Hiêp Quang Luong, Van-Nam Hoang, Hai Vu, Peter Veelaert, Wilfried Philips. ssiai 2016: 161-164 [doi]

Analysis-form sparse phase retrieval using variable-splittingDaniel Weller. ssiai 2016: 61-64 [doi]

Reconstruction with dictionary learning for accelerated parallel magnetic resonance imagingDaniel Weller. ssiai 2016: 105-108 [doi]

Convolutional sparse representation of color imagesBrendt Wohlberg. ssiai 2016: 57-60 [doi]

Distinctive interest point selection for efficient near-duplicate image retrievalBurak Yildiz, M. Fatih Demirci. ssiai 2016: 49-52 [doi]

Content Based Image Retrieval system using Wavelet Transformation and multiple input multiple task Deep AutoencoderXiangyuan Zhao, Brian Nutter. ssiai 2016: 97-100 [doi]

Local spectral unmixing for target detectionAmanda K. Ziemann. ssiai 2016: 77-80 [doi]

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