Fall 2024, CSC2529: Computational Imaging

Instructors: Aviad Levis, David Lindell, Parsa Mirdehghan (TA), Shayan Shekarforoush (TA),


Final Projects





# Team Members Project Title Mentor Report Poster Code
1 Aditya Mehrotra, Aviraj Newatia Combating Distribution Shift in Self-Supervised Learning with Test-Time Adaptation Aviad PDF PDF ZIP
2 Alex Rosen Constrained reverse diffusion David PDF PDF ZIP
3 Amirmojtaba Sabour BlindSight: Seeing Around Corners with Diffusion Models Parsa PDF PDF ZIP
4 An Cao, Tianyang Hu, Gina Zhang FIRE: Frequency Image Relighting Enhancement Parsa PDF PDF ZIP
5 Anuj Chavan, David Tomarov, Wenrui Wu Mitigating Optical Flare Artifacts: Migrating Towards a Transformer-Based Approach David PDF PDF ZIP
6 Boyang Li, Kecen Yao, Jinyang Zhao Blur-Aware Depth Estimation: Enhance Perception in Motion Shayan PDF PDF ZIP
7 Chu King Kung, Hao Yang High-Speed Multi-Camera Depth Estimation David PDF PDF ZIP
8 David Bromley, Ha Tri Nhan Luong, Ali Saraertoosi Residual Learning for Astronomical Images: A PSF-Blind Approach to Deconvolution Aviad PDF PDF ZIP
9 Fan Yang Multi-View Images Over-the-Air Aggregation and Classification Parsa PDF PDF ZIP
10 Flavia-Diana Macovei Semi-Automated Evaluation of Visual Anagrams: Assessing Perception in Diffusion Models and Humans Aviad PDF PDF ZIP
11 Haojun Qiu Consistent Image Sequence Sampling from Single Image Diffusion Prior David PDF PDF ZIP
12 Jangwon Suh, Roberto Rangel da Silva High-Speed Imaging with Light-Deserializing CodedExposure-Pixel CMOS Image Sensor David PDF PDF ZIP
13 Jie Chen High-Quality Static Head Avatars with Gaussian Splatting Shayan PDF PDF ZIP
14 Jinyu Liu Embedding Fourier Features for Low-light Enhancement Parsa PDF PDF ZIP
15 John Lin, Yukthi Wickramarachchi, Steven Yuan Mambagym: Comparing Low-Dose CT Reconstruction Denoisers with Optimizing Priors Shayan PDF PDF ZIP
16 Joseph Lundy Foosball Robot Object Detection and Angle Estimation Shayan PDF PDF ZIP
17 Mike Barrack A Deep Learning Approach to JPEG Colour Restoration Without Ground Truth Shayan PDF PDF ZIP
18 Noe Artru, Adam Barroso FastText2ObjectStyle: Efficient 3D Object Stylization with Textual Input Aviad PDF PDF ZIP
19 Pallavi Ferrao, Linfeng Ye CL-DPS: A Contrastive Learning Approach to Blind Inverse Problem Solving via Diffusion Posterior Sampling Shayan PDF PDF ZIP
20 Peter Phan Hyperspectral Image Super-Resolution with Spatiospectral Attention in the Fourier Domain Aviad PDF PDF ZIP
21 Shivanshi Gupta, Sharique Pervaiz, Ashka Shah Seamless Human-Background Integration via Refined Instance Segmentation and Deep Image Blending Aviad PDF PDF ZIP
22 Thomas Snow, Yuchong Zhang Reducing Noise Artifacts in Boundary Detection for Low SNR Images Shayan PDF PDF ZIP