1. Acceleration of monocular depth extraction for images Open Access Author: Chandrashekhar, Anusha Title: Acceleration of monocular depth extraction for images Graduate Program: Computer Science and Engineering Keywords: Monocular depth extractionGPUCUDAHardware accelerationnon-parametric depthfast depth estimatorcomputer vision File: Download Thesis.pdf Committee Members: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
2. improving object recognition performance through semantic context extraction Open Access Author: Smith, Brigid Louise Title: improving object recognition performance through semantic context extraction Graduate Program: Computer Science and Engineering Keywords: computer visionmachine visionvisionimage processingcontext File: Download THESIS-grad.pdf Committee Members: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
3. Optimization and Hardware Acceleration of Consensus-based Matching and Tracking Open Access Author: Snyder, Joshua Scott Title: Optimization and Hardware Acceleration of Consensus-based Matching and Tracking Graduate Program: Computer Science and Engineering Keywords: hardware accelerationobject trackingFPGACMThardware architecturevision systemcomputer vision File: Download 1-Snyder_Joshua_OptimizationandAccelerationofCMT.pdf Committee Members: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
4. An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks Restricted (Penn State Only) Author: Pham, Viet Title: An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks Graduate Program: Computer Science and Engineering (MS) Keywords: multi-label image classificationimage classificationcomputer visionmachine learninginsect taxonomyconvolutional neural networks File: Login to Download Committee Members: Chitaranjan Das, Program Head/ChairVijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorJohn Morgan Sampson, Committee Member