1. Comparison of Machine Learning techniques for painting classification. Open Access Author: Rao, Abhishek Krishna Title: Comparison of Machine Learning techniques for painting classification. Graduate Program: Electrical Engineering Keywords: Machine LearningDeep LearningArtImage classificationClassifiers File: Download AbhishekRao-thesis.pdf Committee Members: David Miller, Thesis Advisor/Co-Advisor
2. Dense Convolutional Object Detectors for Visual Assistive Systems On Mobile Platform Open Access Author: Krishna, Vinayaka N Title: Dense Convolutional Object Detectors for Visual Assistive Systems On Mobile Platform Graduate Program: Computer Science Keywords: Convolutional Neural NetworkDenseNetsResNetDeep LearningVisual Assistance SystemMobile Deep Learning File: Download VinayakaKrishna-DissertationFinal4.pdf Committee Members: Vijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorJohn Sampson, Committee MemberBhuvan Urgaonkar, Committee Member
3. APPGRADER: AN APP QUALITY GRADING SYSTEM BASED ON CODE-LEVEL FEATURES Open Access Author: Li, Xi Title: APPGRADER: AN APP QUALITY GRADING SYSTEM BASED ON CODE-LEVEL FEATURES Graduate Program: Computer Science and Engineering Keywords: Mobile App RankingApp Quality EvaluationApp ViewGraph Convolutional NetworkDeep Learning File: Download Xi-thesis.pdf Committee Members: Sencun Zhu, Thesis Advisor/Co-Advisor
4. Prediction and Estimation of Human Motion using Generative-Adversarial Network Open Access Author: Subbakrishna Adishesha, Amogh Title: Prediction and Estimation of Human Motion using Generative-Adversarial Network Graduate Program: Electrical Engineering Keywords: GANsLSTMMotion PredictionDeep LearningNeural NetworksAIPrediction Error File: Download PS-Thesis-AmoghFinal.pdf Committee Members: Robert Collins, Thesis Advisor/Co-AdvisorDavid Jonathan Miller, Committee MemberMehdi Kiani, Committee Member
5. CONTEXT-AWARE COLLABORATIVE OBJECT RECOGNITION FOR MULTI CAMERA TIME SERIES DATA Open Access Author: Shin, Philip Title: CONTEXT-AWARE COLLABORATIVE OBJECT RECOGNITION FOR MULTI CAMERA TIME SERIES DATA Graduate Program: Computer Science and Engineering Keywords: Context-AwareObject DetectionDeep LearningConvolutional Neural NetworkMVCNN-WavgMulti CameraDistributed System File: Download Shin_Philip_Thesis.pdf Committee Members: Vijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorJohn Morgan Sampson, Thesis Advisor/Co-Advisor
6. Neural Network Architectures in the Setting of Dynamical Systems Setting Open Access Author: Gunn, Sean R Title: Neural Network Architectures in the Setting of Dynamical Systems Setting Graduate Program: Mechanical Engineering Keywords: Deep LearningDynamical Systems in Neural Networks File: Download Master_Thesis_Sean_Gunn.pdf Committee Members: Asok Ray, Thesis Advisor/Co-AdvisorBrian Foley, Committee Member
7. Early Season Crop Load Estimation and Yield Prediction in Apple Orchards Open Access Author: Jarvinen, Thomas Dunn Title: Early Season Crop Load Estimation and Yield Prediction in Apple Orchards Graduate Program: Agricultural and Biological Engineering Keywords: Precision AgricultureComputer VisionYield PredictionYield MappingDeep LearningMultiple Object Tracking File: Download ThomasJarvinenThesis.pdf Committee Members: Daeun Choi, Thesis Advisor/Co-AdvisorPaul Heinz Heinemann, Committee MemberTara Auxt Baugher, Committee MemberJames Rawlinson Schupp, Committee Member
8. Neural Temporal Models for Human Motion Prediction Open Access Author: Gopalakrishnan, Anand Title: Neural Temporal Models for Human Motion Prediction Graduate Program: Electrical Engineering Keywords: Motion PredictionRecurrent Neural NetworksDeep LearningMotion SynthesisHuman Motion Evaluation File: Download Anand_masters_thesis_eTD_final_version.pdf Committee Members: David Jonathan Miller, Thesis Advisor/Co-AdvisorClyde Lee Giles, Thesis Advisor/Co-AdvisorMinghui Zhu, Committee Member
9. BioPose-3D and PressNet-KL: A Path to Understanding Human Pose Stability from Video Open Access Author: Ravichandran, Bharadwaj Title: BioPose-3D and PressNet-KL: A Path to Understanding Human Pose Stability from Video Graduate Program: Computer Science and Engineering Keywords: Foot Pressure EstimationPose EstimationHuman StabilityDeep LearningComputer Vision File: Download BioPose3D_and_PressNet_KL__A_Path_to_Understanding_Stability_from_Video.pdf Committee Members: Yanxi Liu, Thesis Advisor/Co-AdvisorRobert Collins, Committee MemberWilliam Evan Higgins, Committee MemberChitaranjan Das, Program Head/Chair
10. Supervised Machine Learning for Region Assignment of Zebrafish Brain Nuclei based on Computational Assessment of Cell Neighborhoods Open Access Author: Gupta, Samarth Title: Supervised Machine Learning for Region Assignment of Zebrafish Brain Nuclei based on Computational Assessment of Cell Neighborhoods Graduate Program: Information Sciences and Technology Keywords: Deep LearningMicrotomography File: Download thesis_samarth.pdf Committee Members: Sharon Xiaolei Huang, Thesis Advisor/Co-AdvisorMary Beth Rosson, Program Head/ChairSuhang Wang, Committee MemberFenglong Ma, Committee Member
