Students and Alumni =================== Current Graduate Students ------------------------- - Nick Eliopoulos. Topic: Efficient Computer Vision using Transformers - Cheng-Yun Yang. Topic: Active and Real-Time Computer Vision - Purvish Jatin Jajal. Topic: Evaluate Pre-Trained Machine Models - Benjamin Shiue-Hal Chou. Topic: Artificial Intelligence for Music Past Graduate Students ---------------------- - Ph.D. * 2023 `Caleb Tung `_, Ph.D. Thesis: "`Efficient and Consistent Convolutional Neural Networks for Computer Vision `_" * 2022 `Abhinav Goel `_, Ph.D., Thesis: "`Tree-Based Unidirectional Neural Networks for Low-Power Computer Vision on Embedded Devices `_" * 2017 `Anup Mohan `_, Ph.D., Thesis: "`Cloud Resource Management for Big Visual Data Analysis from Globally Distributed Network Cameras `_". * 2016 `Ahmed Kaseb `_, Ph.D., Thesis: "`A Cost-Effective Cloud-Based System for Analyzing Big Real-Time Visual Data From Thousands of Network Cameras `_". * 2012 `Jing (Jackie) Feng `_, Ph.D., Thesis: "`Energy-Efficient Collaborative Data Transmission in Wireless Sensor Networks `_". * 2011 `Karthik Kumar `_, Ph.D. Thesis: "`Application-Based Energy Efficient Mobile and Server Computing `_", Bilsland Dissertation Fellowship. * 2010 `Yamini Nimmagadda `_, Ph.D., Thesis: "`Resource-Driven Transmission, Display, and Processing of Multimedia in Mobile Devices `_". * 2008 Changjiu Xian, Ph.D., Thesis: "`Collaborative Power Management between Operating Systems and Applications `_". * 2008 `Nathaniel (Eddie) Pettis `_, Ph.D., Thesis: "`Automatic Configuration and Selection of Power Management Policies `_". Bilsland Dissertation Fellowship and a finalist of Chorafas Top Doctoral Award. * 2007 `Yongguo Mei `_, Ph.D., Thesis: "`Energy-Efficient Mobile Robots `_". * 2006 `Le Cai `_, Ph.D., Thesis: "`Joint Power Management of Memory and Hard Disks `_" - MS * 2024 `Nikita Ravi `_. M.S., Thesis: Reproducible Deep Learning Software for Efficient Computer Vision * 2024 `Gowri Ramshankar `_. M.S., Thesis: Enhancing privacy of training data of Deep Neural Networks on edge using Trusted Execution Environments * 2022 `Xiao Hu `_. M.S., Thesis: "`Efficient Multi-Object Tracking on Unmanned Aerial Vehicle `_" * 2020 `Sara Aghajanzadeh `_, M.S., Thesis: "Camera Placement Meeting Restrictions of Computer Vision". * 2019 `Ryan Dailey `_, M.S., Thesis: "Automated Discovery of Network Cameras in Heterogeneous Web Pages". * 2019 `Aniesh Chawla `_, M.S., Thesis: "Automated System for Identifying Usable Sensors in a Large Scale Sensor Network for Computer Vision Applications". * 2018 `Yifan Li `_, M.S., Thesis: "Study of Pedestrian Jaywalking in Campus Area by Analyzing Network Camera Data". * 2018 `Fengjian Pan `_, M.S., Thesis: "Faster CNN-based Object Detection with Adaptive Network Selection on Embedded System". * 2016 `Youngsol Koh `_, M.S., Thesis: "Efficient Data Processing from Network Camera and its Application". * 2015 `Ganesh Prahlad Rao Gingade `_, M.S., Thesis: "`Hybrid Power Management for Office Equipment `_". * 2015 `Wenyi Chen `_, M.S., Thesis: "Dynamic Resource Allocation for Large-Scale Streaming Data". * 2008 `Karthik Kumar `_, M.S., Thesis: “`Energy Conservation for Content-Based Image Retrieval on Mobile Devices `_”. * 2007 `Douglas Herbert `_, M.S., Thesis: “Wireless Sensor Network Debugging Using Invariant Insertion”. * 2006 `Jeffrey Brateman `_, M.S., Thesis: “Frequency and Speed Setting for Energy Conservation in Autonomous Mobile Robots”.