Papers
Publications, manuscripts, and thesis.
Google Scholar31 entries
2026
Learning to Disentangle Dispersion and Disparity: A Dual-Pixel CASSI Approach for Joint Spectral-Depth Imaging
International Conference on Neural Information Processing (ICONIP), 2026 · Accepted · Oral presentation
Less Spectral Data, More Degradations: Rethinking Generalization Problem in CASSI Reconstruction
Asian Conference on Computer Vision (ACCV), 2026 · Accepted
Snapshot Spectral Compressive Imaging via Spectral Reflectance Decomposition
Three-Dimensional Imaging, Visualization, and Display, SPIE, Vol. 14033, 2026 · Fumio Okano Best Paper Award
TI-3DGS: 3D Thermal Reconstruction via Thermal Imaging-guided 3D Gaussian Splatting
IEEE International Conference on Robotics and Automation (ICRA), 2026
Joint Spectral Image Reconstruction and Semantic Segmentation with Cooperative Unfolding
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 6910–6919, 2026
Physically-Coupled PAN-Guided Unfolding for Dual-Camera Compressive Hyperspectral Imaging
ACM International Conference on Multimedia (ACM MM), 2026 · Accepted
SCIPS: Single-Shot Photometric Stereo from a Snapshot Compressed Multispectral Image
IEEE International Conference on Image Processing (ICIP), 2026 · Accepted
2025
Spectral Compressive Imaging via Chromaticity-Intensity Decomposition
Advances in Neural Information Processing Systems (NeurIPS), 2025
Progressive Flow-inspired Unfolding for Spectral Compressive Imaging
arXiv preprint, 2025
Texture-aware Intrinsic Image Decomposition with Model- and Learning-based Priors
IEEE International Conference on Multimedia and Expo (ICME), 2025
Plug-and-play Diffusion Models for Image Compressive Sensing with Data Consistency Projection
IEEE International Conference on Image Processing Workshop (ICIP Workshop), 2025 · * Equal contribution
Lighten-MST: Low-light Spectral Reconstruction via Illumination-guided Spectral-aware Transformer
International Conference on Computer Vision (ICCV) Workshop, 2025
User Manual for Model-based Imaging Inverse Problem
arXiv preprint, 2025
A New Hyperspectral Reconstruction Method with Conditional Diffusion Model for Snapshot Spectral Compressive Imaging
IEEE Transactions on Instrumentation and Measurement, 2025
Proximal Algorithm Unrolling: Flexible and Efficient Reconstruction Networks for Single-Pixel Imaging
Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), 2025
ASP-Model: An Advanced Deep Learning Framework to Reconstruct Hyperspectral Cubes for Computed Tomography Imaging System
IEEE Transactions on Instrumentation and Measurement, 2025
LCTC: Lightweight Convolutional Thresholding Sparse Coding Network Prior for Compressive Hyperspectral Imaging
IEEE Transactions on Image Processing, 2025
SCI-Gaussian: Optimizing 3D Gaussian Radiance Fields from a Snapshot Compressive Image
ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation
IEEE International Conference on Multimedia and Expo (ICME), pp. 1–6, 2025
2024
In-situ Real-time Monitoring of Ultrafast Laser Processing Using Wide-field High-resolution Snapshot Compressive Microscopy
Light: Advanced Manufacturing, 2024
SCINeRF: Neural Radiance Fields from A Snapshot Compressive Image
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Highlight, 2024 · Highlight paper
Learning Radiance Fields from a Single Snapshot Compressive Image
arXiv preprint, 2024
2023
Coded Aperture Temporal Compressive Digital Holographic Microscopy
Optics Letters, 2023
Spectra-separated Depth-of-field Extended Fluorescence Imaging Through Scattering Media Using Speckle Deconvolution
Optics and Lasers in Engineering, 2023
Photoswitchable Semiconducting Polymer Dots for Pattern Encoding and Superresolution Imaging
Chemical Communications, 2023 · * Equal contribution
Wide-field, High-resolution Snapshot Compressive Microscopy for Laser Materials Manufacturing
Imaging Systems and Applications, 2023
Plug-and-Play Deep Image Prior for Snapshot Optical Coherence Tomography
Propagation Through and Characterization of Atmospheric and Oceanic Phenomena, 2023
2022
Optical Coherence Tomography—In situ and High-speed 3D Imaging for Laser Materials Processing
Light: Science & Applications (News & Views), 2022
Research on Focusing and Deconvolution Imaging Algorithms through Scattering Media (Chinese)
M.S. thesis (in Chinese), Southern University of Science and Technology, 2022
Near-infrared Optical Transducer for Dynamic Imaging of Cerebrospinal Fluid Glucose in Brain Tumor
Analytical Chemistry, 2022
2020
Fluorescent Bioconjugates for Super-resolution Optical Nanoscopy
Bioconjugate chemistry, 2020