Fall 2025, CSC2529: Computational Imaging

Instructor: David Lindell, Shayan Shekarforoush (TA), Kelly Zhu (TA)


Final Projects


# Team Members Project Title Mentor Report Poster Code
1 Lynn Li, Yunyi Shi, Rachel Tan 3D Pop-up Generator: Turning 2D Images into Layered 3D Scenes Shayan PDF PDF ZIP
2 Prashanth Shyamala Audio Recovery from Guitar String Vibrations Captured by Rolling Shutter Cameras Kelly PDF PDF ZIP
3 Pedram Yazdi Nia, Seo Won Yi Coded-Exposure Deblurring with Physics-Aware Priors Kelly PDF PDF ZIP
4 Zherui M. Zhang Dehaze Plug-and-Play Optimization with CNN Priors Shayan PDF PDF ZIP
5 Humza Iqbal Denoising and Adaptive Acquisition for Fast Scanning Electron Microscopy David PDF PDF ZIP
6 Raymond Weiming Chan Depth Completion Kelly PDF PDF ZIP
7 Muhaimen Shamsi, Jadyn Wall Depth Scaling for Diffusion Edits Kelly PDF PDF ZIP
8 Jaswin Hargun, Mihir Shah Detection of Sora2 AI-Generated Videos David PDF PDF ZIP
9 Vaibhav Ganatra Exploring The Use Of MRI k-space For Patient Triage In The Emergency Room Shayan PDF PDF ZIP
10 Yifan Qu, Charles Shang Extended RAW-Diffusion to de-render sRGB Images Shayan PDF PDF ZIP
11 Shayan Nasiri Friction Prediction Using Multi-Illumination David PDF PDF ZIP
12 Hao-Yu Hou, Tzu-Yun Huang, Yu-Shin Jian FROSSv2: Improving Real-Time 3D Semantic Scene Graph Generation Model Shayan PDF PDF ZIP
13 Zhirui Ren Generative Single-Image 3D Reconstruction Shayan PDF PDF ZIP
14 Felix Lange, Jason Zhang, Ricky Zhang Halftone Spatial Frequency Domain Imaging for High-Speed Quantification of Tissue Optical Properties David PDF PDF ZIP
15 Victor Chu Holography David PDF PDF ZIP
16 Vishnu Nittoor Image Editing using Perona-Malik Diffusion David PDF PDF ZIP
17 Abhinav Shankar Harihara Krishnan, Mohammed Junaid Anwar Qader, Navdeep Singh Image Restoration for Under-Display Cameras Kelly PDF PDF ZIP
18 Karush Suri Incorporating MoEs in Contrastive Phenomic Retrieval David PDF PDF ZIP
19 Dun-Ming Huang Incremental Deep Image Prior for Lightweight Continual Adversarial Defense Kelly PDF PDF ZIP
20 Carol Meng Inverse Rendering for 2D Art: Enabling Style-Preserving Relighting Shayan PDF PDF ZIP
21 Weijie Cai, Yu-Hua Chen Joint Motion Deblurring and Low Light Image Enhancement on Raw Images Shayan PDF PDF ZIP
22 Alvaro Lopez Chavez, Oleksii Nakhod, Mohammadreza Tavasoli Naeini LiFix3D: Joint RGB-D Generative Distillation for LiDAR-Informed 3D Scene Reconstruction Shayan PDF PDF ZIP
23 Shreya Shree Srikanth, Tetiana Ufimtseva, Mahika Verghese Motion Reconstruction from a Single Blurry Noisy Low-light Image using Deep Image David PDF PDF ZIP
24 Benjamin Hartwick MRI Plug 'n Play David PDF PDF ZIP
25 Jonas Vinson MRI Super-Resolution Using Fine-Tuned Diffusion Models David PDF PDF ZIP
26 Michael Neumayr Multi-view digital human generation David PDF PDF ZIP
27 Muhammad Mansoor, Karanpreet Raja, Jainish Shailesh Solanki Multi-View Synthesis with Dual-Tap Coded-Exposure Camera Array David PDF PDF ZIP
28 Jagrit Rai Neural Inpainting of LiDAR Depth Maps Kelly PDF PDF ZIP
29 K. Hassan Qazi, Aidan Tsang NIR-to-RGB Image Translation Kelly PDF PDF ZIP
30 Nixon Chan Post Capture Bokeh Generation Kelly PDF PDF ZIP
31 Paul Ellement Probing Residual Concept Representations in Unlearned Text-to-Image Diffusion Models Using Sparse Autoencoders Shayan PDF PDF ZIP
32 Sophia Yang Real-Time Ultra-Wideband Imaging PDF PDF ZIP
33 Ziyue Lin, Runshi Yang, Yi Zhang Robust Vision in the Rain: Image Restoration for Autonomous Driving Kelly PDF PDF ZIP
34 Yuanhan Chen Temporal Deep Learning for Bolus Segmentation in Videofluoroscopic Swallow Studies Shayan PDF PDF ZIP
35 Enming Zhang, Mingzhe Zhang Temporally-Aware Pruning for Compact 4D Gaussian Splatting Models Shayan PDF PDF ZIP
36 Joshua Jang Towards an Explainable Computational Model of Image Aesthetics David PDF PDF ZIP
37 Mohammadjavad Rajabikhoozani Training-free Focus Control for Diffusion Models David PDF PDF ZIP
38 Andy Cai, Yangzi Chen, Michael Hui, Yimo Ning Variational amortized inference of poses for Cryo-EM Shayan PDF PDF ZIP