PhD Dissertations and MS Theses
- Nikola Janjušević, “Noise Adaptive Dictionary Learning based Deep Neural Networks for Imaging Inverse Problems”, Tandon School of Engineering, New York University, Ph.D. Dissertation, Aug. 2024.
- Xingyu Pan, “APPLICATION OF FEATURE COMPRESSION MODEL ON MOBILE DEVICES”, Tandon School of Engineering, New York University, Master Thesis, Sep. 2024.
- Zhongzheng (Jacky) Yuan, “Visual Analytics Through Edge Servers: Learned Feature Compression and Adaptive Video Coding”, Tandon School of Engineering, New York University, Ph.D. Dissertation, May 2024.
- Parisima Abdali, “MR Contrast Synthesis Using Deep Learning”, Tandon School of Engineering, New York University, Master Thesis, May 2024.
- Chenqian Le, “Neural Decoding and Understanding via Deep Learning”, Tandon School of Engineering, New York University, Master Thesis, May 2024.
- Zhiqi Chen, “Deep Learning for Glaucoma Diagnosis and Monitoring and for Video Processing”, Tandon School of Engineering, New York University, Ph.D. Dissertation, Dec. 2023.
- Junbo Chen, “Machine Learning Application to Study Human Brain: The Investigation of Brain Microstructure and Speech Decoding based on Cortical Neural Activity”, Tandon School of Engineering, New York University, Ph.D. Dissertation, Dec. 2023.
- Prerna Luthra, “Automated Respiratory Pattern Analysis for Dynamic MRI of the Lung of Post COVID-19 patients at 0.55 T”, Tandon School of Engineering, New York University, Master Thesis, Dec. 2023.
- Amirhossein Khalilian-Gourtani, “Model-based Signal Processing: Application to Brain Connectivity Analysis and Natural Image and Video Processing”, Tandon School of Engineering, New York University, Ph.D. Dissertation, September 2022.
- Zhipeng Fan, “On Improving the Efficiency and the Accuracy of Human Pose Estimators”, Tandon School of Engineering, New York University, Ph.D. Dissertation, June 2022.
- Ades-Aron B, “Noise and Artifact Reduction in MRI: Impact on Accuracy, Reproducibility and Clinical Translation”, Tandon School of Engineering, New York University, Ph.D. Dissertation, May 2022.
- Yixiang Mao, “Coding and Streaming System Design for Interactive 360° Video Applications and Scalable Octree-based Point Cloud Coding”, Tandon School of Engineering, New York University, Ph.D. Dissertation, May 2022.
- Ran Wang, “Decoding Speech from Human Cortex and Interpreting Cortical Networks”, Tandon School of Engineering, New York University, Ph.D. Dissertation, Jan. 2022.
- Ziming Qiu, “Deep Learning Application to 3D Vision: Volumetric Medical Image Analysis and Camera Pose Estimation”, Tandon School of Engineering, New York University, Ph.D. Dissertation, Jan. 2022.
- Jacky Yuan, “Block-based Image Coding with Autoencoder and Border Information”, Tandon School of Engineering, New York University, MS Thesis, May 2020.
- Jeffrey Mao, “IWASTE: Medical Waste Video Classification”, Tandon School of Engineering, New York University, MS Thesis, May 2020.
- Alp Aygar, “Pareto-Efficient Training of Multi-Task Deep Networks”, Tandon School of Engineering, New York University, MS Thesis, September 2019.
- Zhaoxi Chen, “Reconstructing Speech Stimuli from Human Auditory Cortex Activity Using GAN based Approach”, Tandon School of Engineering, New York University, MS Thesis, May 2019.
- Chenge Li, “Deep Learning for Object Detection and Tracking and for Field of View Prediction in 360-degree Videos”, Tandon School of Engineering, New York University, Ph.D. Dissertation, Jan. 2019.
- Yuan Wang, “Biophysically interpretable recurrent neural network for functional magnetic resonance imaging analysis”, NYU Tandon School of Engineering, Ph.D. Dissertation, 2018.
- An-Ti Chiang, “Kinect-Based In-Home Exercise System for Lymphatic Health and Lymphedema intervention”, NYU Tandon School of Engineering, Ph.D. Dissertation, 2018.
- Shervin Minaee, “Image Segmentation Using Subspace Representation and Sparse Decomposition”, NYU Tandon School of Engineering, Ph.D. Dissertation, 2018.
- Fanyi Duanmu, “Fast Screen Content Coding and Two Tier 360 Degree Video Streaming”, NYU Tandon School of Engineering, Ph.D. Dissertation, 2018.
- Yilin Song, “Machine learning for neural activity analysis and for object tracking in video”, NYU Tandon School of Engineering, Ph.D. Dissertation, 2018.
- Eymen Kurdoglu, “Application Layer System Design for Real-time Video Communications”, NYU Tandon School of Engineering, Ph.D. Dissertation, 2017.
- Yuanyi Xue, “Beyond HEVC: Exploring New Frameworks for Video Coding”, NYU Tandon School of Engineering, Ph.D. Dissertation, 2016.
- Jen-Wei Kuo, “Automatic High-Frequency Ultrasound Image Segmentation And Shape Analysis”, NYU Tandon School of Engineering, Ph.D. Dissertation, May 2016.
- Chenge Li, “A Comparison Of Machine Learning And Feature Selection Methods For Predicting Breast Cancer Related Lymphedema”, NYU Tandon School of Engineering, Master Thesis, May 2015.
- Xuan Zhao, “Automatic image segmentation and Treatment planning for radiotherapy”, Polytechnic School Of Engineering, New York University, Ph.D. Dissertation, May 2014.
- Beril Erkin, “Age estimation and gender classification from detected faces in video”, Polytechnic School of Engineering, New York University, MS thesis. New York, May 2014.
- Ahmad Masoudi, “High-resolution PET image reconstruction”, Polytechnic School of Engineering, New York University, Master Thesis, Jan. 2014.
- Meng Xu, “Scalable Video Encoding, Adaptation, and Rate Modeling”, Polytechnic Institute of NYU, Ph.D. Dissertation, Jan. 2014.
- Hao Hu, “Application Layer System Design for Layered Video”, Polytechnic Institute of NYU, Ph.D. Dissertation, Jan. 2012.
- Yen-Fu Ou, “Modeling of Perceptual Video Quality Considering Impact of Spatial, Temporal, and Amplitude Resolutions”, Polytechnic Institute of NYU, Ph.D. Dissertation, Jan. 2012.
- Zhan Ma, “Modeling of Power, Rate and Perceptual Quality of Scalable Video and Its Applications”, Polytechnic Institute of NYU, Ph.D. Dissertation, Jan. 2011.
- Ozgu Alay, “Cooperative Layered Wireless Video Multicast”, Polytechnic Institute of NYU, Ph.D. Dissertation, May 2010.
- Tao Liu, “Perceptual Quality Assessment of Videos Affected by Packet Losses”, Polytechnic Institute of NYU, Ph.D. Dissertation, Jan. 2010.
- Anthony Vetro, “Object-Based Encoding and Transcoding”, Polytechnic University, Ph.D. Dissertation, June 2001.
- Fatih M. Porikli, “Video Object Segmentation”, Polytechnic University, Ph.D. Dissertation, April 2001.
- Zhu Liu, “Adaptive and Multimodal Approach to Multimedia Content Analysis”, Polytechnic University, Ph.D. Dissertation, Jan. 2001.