Winter 2024, EE367/CS448I: Computational Imaging

Instructors: Gordon Wetzstein, Qingqing Zhao (TA), Axel Levy (TA)

Final Projects

# Team Members Project Title Mentor Proposal Report Poster Code
1 Jackie (Lingzhi) Zheng 3D Tomographic Reconstruction of Dynamic Gas Bubbles from Dual-Perspective Imaging Axel Levy PDF PDF PDF ZIP
2 Tianxiang Dai Multiresolution Hash Encoding as Image Prior Qingqing Zhao PDF PDF PDF ZIP
3 Brian Chao Large Etendue 3D Holographic Display with Content-adaptive Dynamic Fourier Modulation Gordon Wetzstein PDF PDF PDF ZIP
4 Justin Chang Multiresolution Hash Encoding as Image Prior Gordon Wetzstein PDF PDF PDF ZIP
5 Devin Dean Image Processing Techniques applied to Spectroscopy for Nanophotonic Circuit Characterization Manu Gopakumar PDF PDF PDF ZIP
6 Samir Agarwala, Jared Watrous Exploring Unrolled Optimization Axel Levy PDF PDF PDF ZIP
7 Yonatan Urman, Zachary Shah Accelerated Longitudinal MRI using Conditional Latent Diffusion Models Axel Levy PDF PDF PDF ZIP
8 Xin-Yi Pan Thermal Radiance Fields Gordon Wetzstein PDF PDF PDF ZIP
9 Daniel Raz Abraham Image Encoding and Reconstruction with Unconventional MRI Hardware Dave Van Veen PDF PDF PDF ZIP
10 Kaitlyn Liang Localization of Point Source Scatterers from Ultrasound Images Axel Levy PDF PDF PDF ZIP
11 Nan Wu User Study And Evaluation Of Saliency-guided Image Generation Result Gordon Wetzstein PDF PDF PDF ZIP
12 Sarah J. Zou User Study And Evaluation Of Saliency-guided Image Generation Result Dave Van Veen PDF PDF PDF ZIP
13 Rohan Sanda, Akhilesh Balasingam Compressed Sensing with Deep Image Prior for Chest CT Signal Denoising Gordon Wetzstein PDF PDF PDF ZIP
14 Audrey Lee, Lycia Tran Estimating the Camera Response Function of an iPhone 15 Pro to create new HDR Images Gordon Wetzstein PDF PDF PDF ZIP
15 Jacob Aaron Deutsch ADMM-Based Image Deconvolution with Conditioned Diffusion Prior Axel Levy PDF PDF PDF ZIP
16 Nikolaus Drager ADMM-Based Image Deconvolution with Conditioned Diffusion Prior Axel Levy PDF PDF PDF ZIP
17 Yichen Jiang Generative Adversarial Network for Image Harmonization Cindy Nguyen PDF PDF PDF ZIP
18 Nicolas Friley Preliminary Exploration Using MNIST Dataset Highlights Autoencoders Limitations in Denoising Medical Images Qingqing Zhao PDF PDF PDF ZIP
19 Yining Mao, Haijing Zhang Text-Prompted Diffusion Null-Space Model for Zero-Shot Image Restoration Qingqing Zhao PDF PDF PDF ZIP
20 Qi Zhou, Hao-Chi Yen Enhancing Nanofabrication at Scale via 3D Deconvolution Optimization Qingqing Zhao PDF PDF PDF ZIP
21 Zane Taylor Forward Modeling Chromatic Aberration and Depth of Field in Transmission X-ray Microscopy Gordon Wetzstein PDF PDF PDF ZIP
22 Youjin Song Enhanced convONet: Leveraging Remaining 3D Coordinates Qingqing Zhao PDF PDF PDF ZIP
23 Jinang Shah Concept-NeRF: Making Your Imagination Shape Reality Qingqing Zhao PDF PDF PDF ZIP
24 Yujie Gao The Half-quadratic Splitting (HQS) Method for Shadow Removal Cindy Nguyen PDF PDF PDF ZIP
25 Benjamin N. Frey Acoustic Pulse-Echo Computed Tomography Attenuation Estimation with Automatic Differentiation Qingqing Zhao PDF PDF PDF ZIP
26 Paris Franz Reconstruction of attosecond X-ray temporal fields with machine learning Jay Shenoy PDF PDF PDF ZIP
27 Irmak Sivgin Space Carving and Neural Radiance Fields for 3D Segmentation Axel Levy PDF PDF PDF ZIP
28 Andrew Romero Audio Segmentation with U-Net architecture: Ablation study of Depth Variations in 1-D and 2-D Audio Representations Qingqing Zhao PDF PDF PDF ZIP
29 Tianyu Du, Ruiqi Wang, Jennifer Zheng Sensor-Network-Localization and Its Applications in Computational Imaging Manu Gopakumar PDF PDF PDF ZIP
30 Chih-Ying Liu Diffusion Model for Image Restoration Qingqing Zhao PDF PDF PDF ZIP
31 Caelia Thomas Diffusion Model for Image Restoration Rameen Abdal PDF PDF PDF ZIP
32 Tim Vrakas Multi-frame Imaging to Detect Orbital Debris Rameen Abdal PDF PDF PDF ZIP
33 Emily Steiner Viability of Eye-tracking Glasses for Beamforming Hearing-Aids Gordon Wetzstein PDF PDF PDF ZIP
34 Xitong Wang 3D Cardiac MRI Cine Image Denoising Axel Levy PDF PDF PDF ZIP
35 Olivia Loh Survey of 2D Video Stabilization Techniques Boyang Deng PDF PDF PDF ZIP
36 Boyu Zhang, Shubo Yang NeRF as a Denoiser Axel Levy PDF PDF PDF ZIP
37 Timothy Chen Hallucinating The Best Shot: Towards Geometrically-Aware Generative Cinematography Qingqing Zhao PDF PDF PDF ZIP
38 Mohammad Asadi Enhanced Detection and Quantification of DNA Hybridization in Fluorescence Images via Voronoi Diagram Clustering Axel Levy PDF PDF PDF ZIP
39 Bohan Li Meta-Grating Spectral Beam Deflector with Topology Optimization and Stochastic Gradient Descent Algorithm Gun-Yeal Lee PDF PDF PDF ZIP
40 Johan Daniel Carlstrom, Joao Paulo Berenguer, Fenghao Xu Bifocal Neural Metalens for Broadband Depth Estimation Gun-Yeal Lee PDF PDF PDF ZIP
41 Ryan Po Plug and Play Diffusion Priors for Image Deconvolution Gordon Wetzstein PDF PDF PDF ZIP