60 citations · 136 across the 10 of their papers we have counts for
11 papers
CircleFlow: Flow-Guided Camera Blur Estimation using a Circle Grid Target
Jiajian He, Enjie Hu, Shiqi Chen +4
The point spread function (PSF) serves as a fundamental descriptor linking the real-world scene to the captured signal, manifesting as camera blur. Accurate PSF estimation is cruci…
A Deep Unfolding Framework for Diffractive Snapshot Spectral Imaging
Zhengyue Zhuge, Jiahui Xu, Shiqi Chen +4
Snapshot hyperspectral imaging systems acquire spectral data cubes through compressed sensing. Recently, diffractive snapshot spectral imaging (DSSI) methods have attracted signifi…
Deep Linear Array Pushbroom Image Restoration: A Degradation Pipeline and Jitter-Aware Restoration Network
Zida Chen, Ziran Zhang, Haoying Li +6
Linear Array Pushbroom (LAP) imaging technology is widely used in the realm of remote sensing. However, images acquired through LAP always suffer from distortion and blur because o…
Revealing the preference for correcting separated aberrations in joint optic-image design
Jingwen Zhou, Shiqi Chen, Zheng Ren +5
The joint design of the optical system and the downstream algorithm is a challenging and promising task. Due to the demand for balancing the global optimal of imaging systems and t…
Toward Real Flare Removal: A Comprehensive Pipeline and A New Benchmark
Zheyan Jin, Shiqi Chen, Huajun Feng +2
Photographing in the under-illuminated scenes, the presence of complex light sources often leave strong flare artifacts in images, where the intensity, the spectrum, the reflection…
Let Segment Anything Help Image Dehaze
Zheyan Jin, Shiqi Chen, Yueting Chen +2
The large language model and high-level vision model have achieved impressive performance improvements with large datasets and model sizes. However, low-level computer vision tasks…
Mobile Image Restoration via Prior Quantization
Shiqi Chen, Jinwen Zhou, Menghao Li +2
In digital images, the performance of optical aberration is a multivariate degradation, where the spectral of the scene, the lens imperfections, and the field of view together cont…
Computational Optics for Mobile Terminals in Mass Production
Shiqi Chen, Ting Lin, Huajun Feng +3
Correcting the optical aberrations and the manufacturing deviations of cameras is a challenging task. Due to the limitation on volume and the demand for mass production, existing m…
Optical Aberration Correction in Postprocessing using Imaging Simulation
Shiqi Chen, Huajun Feng, Dexin Pan +3
As the popularity of mobile photography continues to grow, considerable effort is being invested in the reconstruction of degraded images. Due to the spatial variation in optical a…
Reliable Image Dehazing by NeRF
Zheyan Jin, Shiqi Chen, Huajun Feng +3
We present an image dehazing algorithm with high quality, wide application, and no data training or prior needed. We analyze the defects of the original dehazing model, and propose…
SRDiff: Single Image Super-Resolution with Diffusion Probabilistic Models
Haoying Li, Yifan Yang, Meng Chang +4
Single image super-resolution (SISR) aims to reconstruct high-resolution (HR) images from the given low-resolution (LR) ones, which is an ill-posed problem because one LR image cor…