People

The lab

AICIP is a compact group: one director, a focused cohort of graduate students, and an alumni network built over two decades.

Alumni

Doctoral and master's graduates of the lab. Dissertation titles are drawn from university records; current positions are listed only where recently verified. Corrections welcome.

2026

  • Fanqi Wang PhD

    “Selective Predictive Training and Structured Predictability in Neural Training Dynamics”

  • “Learning from What's Missing: Masked Approaches for Robust and Interpretable Deep Models”

    Machine Learning Engineer, Amazon

  • Maofeng Tang PhD

    “Advancing Self-Supervised Visual Representation Learning: From Multi-Scale Consistency to Disentangled Generative Models”

2024

  • Coby White MS

    “Blind Source Separation using Dynamic Mode Decomposition”

2023

  • Chengcheng Li PhD

    “Toward Generating Efficient Deep Neural Networks”

  • Fabian Fallas-Moya PhD

    “Object Detection Models with Limited or Small Labeled Datasets”

    Faculty, Universidad de Costa Rica

2022

  • Razieh Kaviani Baghbaderani PhD

    “Learning with Limited Labeled Data for Image and Video Understanding”

    Samsung

  • Taher Naderi PhD

    “Depth Estimation Using 2D RGB Images”

2021

  • Michael Han MS (project)

    “Multi-Threaded Real-Time Data Fusion of Visual Object and Radiation Tracking”

  • Ramin Nabati PhD

    “Sensor Fusion for Object Detection and Tracking in Autonomous Vehicles”

    Ford

2019

  • Alireza Rahimpour PhD

    “Attention Mechanism for Recognition in Computer Vision”

    Ford

  • Chengyong Jiao MS
  • Yang Song PhD

    “Cross-Domain Image Transformation and Generation by Deep Learning”

    Apple

2018

  • Elliot Greenlee MS

    “Real Time Fusion of Radioisotope Direction Estimation and Visual Object Tracking”

  • Liu Liu PhD

    “Binary Representation Learning for Large Scale Visual Content”

    Apple

  • Zhifei Zhang PhD

    “Conditional Image Synthesis by Generative Adversarial Modeling”

    Adobe

2017

  • Ali Taalimi PhD

    “Learning Multimodal Structures in Computer Vision”

    Google

  • Andrew August MS (project)

    “Scene Classification in Earth-Surface Imagery”

  • Ying Qu PhD

    “Hyperspectral Image Analysis through Unsupervised Deep Learning”

    Postdoctoral researcher, UT Knoxville

2016

  • Austin Albright PhD

    “A Quantitative Measurement of Mono-Componentness for Time-Frequency Analysis”

    Oak Ridge National Laboratory

  • Rui Guo PhD

    “Face Centered Image Analysis Using Saliency and Deep Learning based Techniques”

    Intuitive

  • Yang Zhang MS

    “Scheduling for Timely Passenger Delivery in a Large Scale Ride Sharing System”

2015

  • Shuangjiang Li PhD

    “Compressed Sensing in Resource-Constrained Environments: From Sensing Mechanism Design to Recovery Algorithms”

    Netskope

  • Wei Wang PhD

    “Exploiting Cross Domain Relationships for Target Recognition”

    Amazon

2014

  • Bruce A. Johnson PhD

    “Computing Approximate Solutions to the Art Gallery Problem and Watchman Route Problem by Means of Photon Mapping”

    Naval Surface Warfare Center

  • Jiajia Luo PhD

    “Feature Extraction and Recognition for Human Action Recognition”

    Amazon

  • Zhibo Wang PhD

    “Barrier Coverage in Wireless Sensor Networks”

    Zhejiang University

2013

  • Li He PhD

    “Bayesian Dictionary Learning for Single and Coupled Feature Spaces”

    KLA-Tencor

2012

  • Bryan Bodkin MS

    “Real-Time Mobile Stereo Vision”

  • Daniel Martinez Capilla MS

    “Sign Language Translator Using Microsoft Kinect”

  • Shravani Yerabati MS (project)

    “Hand Gesture Recognition — A Performance Comparison”

2011

  • Allison Higginbotham MS
  • Mahmut Karakaya PhD

    “Collaborative Solutions to Visual Sensor Networks”

    Kennesaw State University

  • Yang Bai PhD

    “Feature-based Image Comparison and Its Application in Wireless Visual Sensor Networks”

    Digimarc

2010

  • Pei Yu MS
  • Sangwoo Moon PhD

    “A Novel Hybrid Dimensionality Reduction Method Using Support Vector Machines and Independent Component Analysis”

    Microsoft

2009

  • Dayu Yang PhD

    “An Effective Approach for Nonparametric Quickest Detection and Its Decentralized Realization”

  • Harika Tandra MS

    “Automated System to Debug Under-performing Network Flows in Wide Area Networks”

2008

  • Ying Sun MS

    “Dynamic Target Classification in Wireless Sensor Networks”

2007

  • Haritha Kolli MS

    “Study of Interaction Between Mexican Free-tailed Bats and Moths”

  • Lidan Miao PhD

    “Computationally-efficient Mixed Pixel Decomposition Using Constrained Optimizations”

    Microsoft

  • Ortal Arazi PhD

    “Self-certified Public Key Cryptographic Methodologies for Resource-constrained Wireless Sensor Networks”

  • Raghul Gunasekarn MS

    “A Cross-layer Routing Protocol (XLRP) for Wireless Sensor Networks”

2006

  • Cheng Qian MS

    “A Distributed Solution for Visual Sensor Networks to Detect Targets in Crowds”

  • Chris Beall MS

    “Distributed Self-Deployment in Visual Sensor Networks”

  • Hongtao Du PhD

    “Efficient Image Processing in Resource-Constrained Visual Sensor Networks”

    Memsic

  • Lu Zhang MS

    “Automatic Image Based Time Varying 3D Feature Extraction and Tracking”

2005

  • Aruna Raghavan MS

    “Study of Individual and Group Behavior of Brazilian Free-Tailed Bats and Dynamic Frame Bat Counting Using Real Time Infrared Video”

  • Balasubramanian Lakshminarayanan MS

    “Automatic Target Recognition of Civilian Targets Using Data Fusion”

  • Gaurav Baone MS

    “Development of Demosaicking Techniques for Multi-Spectral Imaging Using Mosaic Focal Plane Arrays”

  • Sankar Venkatraman MS

    “Automated Analysis of Fluorescent Microscopic Images to Identify Protein-protein Interactions”

  • Yingyue Xu PhD

    “Energy Efficient Designs for Collaborative Signal and Information Processing in Wireless Sensor Networks”

    Rockwell-Collins

2004

  • Olawoye Oyeyele MS

    “A Robust Node Selection Strategy for Lifetime Extension in Wireless Sensor Networks”

  • Xiaoling Wang PhD

    “High Accuracy Distributed Target Detection and Classification in Sensor Networks Based on Mobile Agent Framework”

    Intel

  • Yang Liu MS

    “The Design of MAC Protocols for Energy Efficiency and QoS Provision in Wireless Sensor Networks”

2003

  • Phani Teja Kuruganti MS

    “Development of Mobile Agent Framework in Wireless Sensor Networks for Multi-Sensor Collaborative Processing”

  • Xuesong Ma MS (project)

    “Evaluation of Different Routing Protocols in Ad Hoc Networks”

2001

  • Yuxin Tian MS

    “Target Detection and Classification Using Seismic Signal Processing in Unattended Ground Sensor Systems”