Fall 2023, CSC2529: Computational Imaging

Instructors: David Lindell, Parsa Mirdehghan (TA), Anagh Malik (TA),


Final Projects





# Team Members Project Title Mentor Report Poster Code
1 Chenghao Gong, Xutong Jiang, Yuyang Tang Editable Neural Rendering From Casual Videos and Prompts Anagh PDF PDF ZIP
2 Cheuk Yu, Hok Yin Yu Self-Supervised Image Denoising with Noise Correlation Priors Anagh PDF PDF ZIP
3 Cordell Blanchard, Lakshya Gupta, Sai Shailesh Nanisetty Comparative Analysis of 3D Gaussian Splatting Versus State-Of-The-Art Neural Radiance Field (NeRF) Models Parsa PDF PDF ZIP
4 Fan Chen, Xin Peng, Keyi Zhang Atomic Aggregation on 3D Gaussian Splatting David PDF PDF ZIP
5 Faraz Ali, Umar Masud Clicking Better Images with Under Display Cameras (UDC) in Smartphones David PDF PDF ZIP
6 Jiaguan Tang, Qian Tang, Chen Wang Dynamic Recognition: Extending Faster RCNN Capabilities for Facial Identification in Media Stream Parsa PDF PDF ZIP
7 Lunjun Zhang On the Effect of Normalization Layers in Deep Coordinate Networks David PDF PDF ZIP
8 Maria Escalante, Kai Zhu Composite Inpainting: Addressing Shortcomings in GAN and Patch-Based Inpainting with a Hybrid Approach Anagh PDF PDF ZIP
9 Nick Hauptvogel Effectiveness of Satellite Imagery Cloud Removal using Multi-Modal Deep Learning in Downstream Applications David PDF PDF ZIP
10 Paanugoban Kugathasan Can ModelScopeT2V Understand Arrow of Time? David PDF PDF ZIP
11 Qianyi Li, Sophia Li, Xinran Zhang Enhancing Skin Disease Detection Accuracy and Fairness: Mitigating Biases in Dermatological Diagnosis Models Anagh PDF PDF ZIP
12 Quanhong Liu, Vanessa Yu Regularizing 3D Gaussian Splatting for Sparse Input Anagh PDF PDF ZIP
13 Shiyuan Feng, Yiming Jia, Haoyang Ju FA-UNet: An Attention-UNet-based Frequency Domain Image Denoising and Deblurring System Anagh PDF PDF ZIP
14 Sidy Ndiongue, Sarvath Sharma PSF Estimation based on Speckle Illumination David PDF PDF ZIP
15 Soroush Mehraban, Yiqian Qin Evaluating Recent 2D Human Pose Estimators for 2D-3D Human Body Pose Lifting Parsa PDF PDF ZIP
16 Steven Hyun, Itay Kozlov, Pooja Ravi From Pencil Lines to 3D Realms: Sketch Stylization with NeRF Parsa PDF PDF ZIP
17 Tarit Kandpal, Anannya Rajesh Popat, B Govind Sudarshan Ink-To-Tint: Manga Artisan Parsa PDF PDF ZIP
18 Umangi Jain, Sruthi Srinivasan Smoothness in Distilled Feature Fields Anagh PDF PDF ZIP
19 Yasasa Abeysirigoonawardena Structured Light Patterns via Differentiable Rendering Parsa PDF PDF ZIP
20 Zixuan Hu, Zoe Wang Just Scratching the Surface: Exploring Underwater Image Enhancement with CLIP Anagh PDF PDF ZIP