| # |
Team Members |
Project Title |
Mentor |
Proposal |
Report |
Poster |
Code |
| 1 |
ZhuoYi Cai |
HDR image reconstruction from a single short-exposure image |
Manu Gopakumar |
PDF |
PDF |
PDF |
ZIP |
| 2 |
Zhengyang Wei |
Depth from defocus approaches for video depth estimation |
Mark Nishimura |
PDF |
PDF |
PDF |
ZIP |
| 3 |
Elizabeth Wig |
Denoising of inSAR phase closure |
David Lindell |
PDF |
PDF |
PDF |
ZIP |
| 4 |
Qingxi Meng, Tracy Chen |
Single Noisy Image Depth Estimation with Multi-Scale Feature Fusion Module |
David Lindell |
PDF |
PDF |
PDF |
ZIP |
| 5 |
Itamar Terem |
Denoising for amplified Magnetic Resonance Imaging (aMRI) |
Gordon Wetzstein |
PDF |
PDF |
PDF |
ZIP |
| 6 |
Emil Emir Vardar, Elin Lovisa Byman |
Video denoising with local linear denoising and non-local means |
Gordon Wetzstein |
PDF |
PDF |
PDF |
ZIP |
| 7 |
Jean-Christophe Miller Perrin |
Robust estimation of offset between images with strong spatial periodicity |
Mark Nishimura |
PDF |
PDF |
PDF |
ZIP |
| 8 |
Chris Fritz |
Neural Radiance Fields (NeRF) for Novel View Synthesis |
Jeong Joon Park |
PDF |
PDF |
PDF |
ZIP |
| 9 |
Arjun Dhawan, Varun Shenoy |
A Deep Learning Approach for Image Reconstruction from Smartphone Under Display Camera Technology |
Gordon Wetzstein |
PDF |
PDF |
PDF |
ZIP |
| 10 |
Andrei Kanavalau |
Implementation of the weighted nuclear norm minimization for image denoising |
Qingqing Zhao |
PDF |
PDF |
PDF |
ZIP |
| 11 |
Qingyue Wei, Xuetong Zhou |
Comparison of Randomly Undersampled Magnetic Resonance Imaging Reconstruction Methods |
Mark Nishimura |
PDF |
PDF |
PDF |
ZIP |
| 12 |
Alex Richard Gogliettino, Amrith Lotlikar |
MonkeyNet: A CNN Decoder for Natural Image Reconstruction from Primate Retinal Ganglion Cells |
Alex Bergman |
PDF |
PDF |
PDF |
ZIP |
| 13 |
Yueming Zhuo |
A Modified U-net for Dispersion Compensation of OCT Simulated Layered Images |
David Lindell |
PDF |
PDF |
PDF |
ZIP |
| 14 |
Michelle Shi |
3D Optical Profilometer Image Processing |
Mark Nishimura |
PDF |
PDF |
PDF |
ZIP |
| 15 |
Haley So |
A Survey of Gradient Estimators for Binary Neural Networks for Image Classification |
Gordon Wetzstein |
PDF |
PDF |
PDF |
ZIP |
| 16 |
Yixuan Shao |
Reconstruct a Hyperspectral Image from a Single Shot |
Manu Gopakumar |
PDF |
PDF |
PDF |
ZIP |
| 17 |
Megan Zhang, Claire Zhang |
Reconstructing HDR Images using Non-Learning and Deep Learning Based Multi-exposure Image Synthesis Techniques |
Gordon Wetzstein |
PDF |
PDF |
PDF |
ZIP |
| 18 |
Jessica Tawade, Rahul Shiv |
Few-Shot Meta-Learning for Image Denoising |
Cindy Nguyen |
PDF |
PDF |
PDF |
ZIP |
| 19 |
Orr Zohar |
Programmable Sensors for Task-Specific Imaging |
Gordon Wetzstein |
PDF |
PDF |
PDF |
ZIP |
| 20 |
Cynthia Chen |
Low-light image haze removal |
Qingqing Zhao |
PDF |
PDF |
PDF |
ZIP |
| 21 |
Xiang Wu |
Evaluation of ADMM-based Poisson denoiser with different image priors on synthetic and real experimental images |
Manu Gopakumar |
PDF |
PDF |
PDF |
ZIP |
| 22 |
Matt McCready |
Single Shot HDR Imaging via Compressed Sensing |
Manu Gopakumar |
PDF |
PDF |
PDF |
ZIP |
| 23 |
Ike Osafo Nkansah, Guillermo de Leon Archila |
Deep-Demosaicking using CNNs |
Eric Chan |
PDF |
PDF |
PDF |
ZIP |
| 24 |
Leo Dong |
Denoising Capacity of Implicit Image Representation |
Alex Bergman |
PDF |
PDF |
PDF |
ZIP |
| 25 |
Bowen Song |
Personalized Patient-adaptive Sparse-View CT Deep Reconstruction |
David Lindell |
PDF |
PDF |
PDF |
ZIP |
| 26 |
Yi-Shiou Duh |
Image simulation through scattering medium: Interplay between nanophotonics (near field) & Fourier optics (far field) |
David Lindell |
PDF |
PDF |
PDF |
ZIP |
| 27 |
Ishan Taneja |
Dynamic window sizes for contrast estimation in interferometric scattering |
Mark Nishimura |
PDF |
PDF |
PDF |
ZIP |
| 28 |
Jin Woo Baik |
Image Inpainting |
Suyeon Choi |
PDF |
PDF |
PDF |
ZIP |
| 29 |
Zhuofan Xi |
Structure Analysis of Deep Image Prior |
Jeong Joon Park |
PDF |
PDF |
PDF |
ZIP |
| 30 |
Sathya Ranjan Chitturi |
X-ray Photon Fluctuation Spectroscopy Analysis using Convolutional Neural Networks |
Gordon Wetzstein |
PDF |
PDF |
PDF |
ZIP |
| 31 |
Oliver Johnson |
Comparison of Phase Retrieval Methods |
Suyeon Choi |
PDF |
PDF |
PDF |
ZIP |
| 32 |
Siddarth Doshi, Chance Ornelas-Skarin |
Non-Negative Matrix Factorisation (NNMF) for Recovery of Time Traces from Overlapping Signals |
Gordon Wetzstein |
PDF |
PDF |
PDF |
ZIP |