Wavefront Estimation From a Single Measurement: Uniqueness and Alorithms[PDF] [Project page]Preprinted on arxiv, 2025.Nicholas Chimitt, Ali Almuallem, Qi Guo, and Stanley Chan
Depth from Coupled Optical Differentiation[PDF] [Code/project page]Preprinted on arxiv, 2024.Junjie Luo, Yuxuan Liu, Emma Alexander, and Qi Guo
D-Flat: A Differentiable Flat-Optics Framework for End-to-End Metasurface Visual Sensor Design. [PDF] [Code/project page]Preprinted on arxiv, 2022.Dean Hazineh, Soon-Wei Daniel Lim, Zhujun Shi, Federico Capasso, Todd Zickler, and Qi Guo
2025
Focal Split: Untethered Snapshot Depth from Differential Defocus[PDF] [Project Page]To appear in Computer Vision and Pattern Recognition, 2025Junjie Luo*, John Mamish*, Alan Fu*, Thomas Concannon, Josiah Hester, Emma Alexander, and Qi Guo*Equal Contribution
Blurry-Edges: Photon-Limited Depth Estimation from Defocused Boundaries[PDF] [Project Page]To appear in Computer Vision and Pattern Recognition, 2025Wei Xu, Charles James Wagner, Junjie Luo, and Qi Guo
2024
CT-Bound: Robust Boundary Estimation From Noisy Images Via Hybrid Convolution and Transformer Neural Networks. [PDF] [Code]International Workshop on Multimedia Signal Processing (MMSP) 2024.Wei Xu, Junjie Luo, and Qi Guo
MetaHDR: Single-Shot High-Dynamic Range Imaging and Sensing using a Multifunctional Metasurface. (Spotlight on Optics!)[PDF] [Project Page/Code]Optics Express, 2024.Charles Brookshire*, Yuxuan Liu*, Yuanrui Chen, Wei-Ting Chen, and Qi Guo*Equal Contribution
Generative Quanta Color Imaging[PDF] [Project Page]Computer Vision and Pattern Recognition (CVPR), 2024Vishal Purohit, Junjie Luo, Yiheng Chi, Qi Guo, Stanley H. Chan, and Qiang Qiu
HyperColorization: propagating spatially sparse noisy spectral clues for reconstructing hyperspectral images[PDF] [Project Website] [Code]Optics Express, 2024M. Kerem Aydin, Qi Guo, and Emma Alexander
2023
Polarization Multi-Image Synthesis with Birefringent Metasurfaces[PDF] [Project Page] [Code] [D-Flat Code] [Slides]International Conference on Computational Photography (ICCP), 2023Dean Hazineh, Soon Wei Daniel Lim, Qi Guo, Federico Capasso, and Todd Zickler
Continuous 3D-LABEL Semi-Global Matching for Satellite Stereo[PDF]The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023.Sonali Patil and Qi Guo
Stellar: A Large Satellite Stereo Dataset for Digital Surface Model Generation[PDF] [Dataset]The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023.Sonali Patil and Qi Guo
2022 and Before
Raycast Calibration for Augmented Reality HMDs with Off-Axis Reflective Combiners.[PDF] [Video]International Conference on Computational Photography (ICCP), 2020.Qi Guo, Huixuan Tang, Aaron Schmitz, Wenqi Zhang, Yang Lou, Alexander Fix, Steven Lovegrove, and Hauke Strasdat
Compact single-shot metalens depth sensors inspired by eyes of jumping spiders. [DOI][PDF][Project page] [Video]Proceedings of the National Academy of Sciences (PNAS), 2019.Qi Guo, Zhujun Shi, Yao-Wei Huang, Emma Alexander, Cheng-Wei Qiu, Federico Capasso, and Todd Zickler.
Tackling 3D ToF Artifacts Through Learning and the FLAT Dataset.[PDF][Project page] [Video]Proc. European Conference on Computer Vision (ECCV), 2018. Qi Guo, Iuri Frosio, Orazio Gallo, Todd Zickler and Jan Kautz.
Focal track: Depth and Accommodation with Oscillating Lens Deformation. Proc. International Conference on Computer Vision (ICCV), 2017. (Best Demo Award, ICCP 2018.) [PDF][Project page]Qi Guo, Emma Alexander, and Todd Zickler
Focal Flow: Measuring Distance and Velocity with Defocus and Differential Motion. Proc. European Conference on Computer Vision (ECCV), 2016. (Best Student Paper Award.) [PDF][Project page] [Video] International Journal of Computer Vision (IJCV), 2017. [PDF]Emma Alexander, Qi Guo, Sanjeev J. Koppal, Steven J. Gortler, and Todd Zickler