activity
20222025
most citedReview on Panoramic Imaging and Its Applications in Scene Understanding

9 citations · 11 across the 12 of their papers we have counts for

collaborators

12 papers

cs.CV2025

Large-FOV RGBD Imaging via Structured PSF Coding in a Bio-inspired Monocentric System

Zongxi Yu, Xiaolong Qian, Shaohua Gao +4

High-fidelity large-field-of-view (LFOV) 3D sensing, essential for autonomous platforms, is hindered by the coupling of anisotropic off-axis aberrations and the ill-posed nature of…

physics.optics2025

Neuro-inspired automated lens design

Yao Gao, Lei Sun, Shaohua Gao +7

The highly non-convex optimization landscape of modern lens design necessitates extensive human expertise, resulting in inefficiency and constrained design diversity. While automat…

cs.CV2025

One-Step Event-Driven High-Speed Autofocus

Yuhan Bao, Shaohua Gao, Wenyong Li +1

High-speed autofocus in extreme scenes remains a significant challenge. Traditional methods rely on repeated sampling around the focus position, resulting in ``focus hunting''. Eve…

cs.CV2024

Towards Single-Lens Controllable Depth-of-Field Imaging via Depth-Aware Point Spread Functions

Xiaolong Qian, Qi Jiang, Yao Gao +8

Controllable Depth-of-Field (DoF) imaging commonly produces amazing visual effects based on heavy and expensive high-end lenses. However, confronted with the increasing demand for…

physics.optics2024

OmniLens: Towards Universal Lens Aberration Correction via LensLib-to-Specific Domain Adaptation

Qi Jiang, Yao Gao, Shaohua Gao +7

Emerging universal Computational Aberration Correction (CAC) paradigms provide an inspiring solution to light-weight and high-quality imaging with a universal model trained on a le…

physics.optics2024

Design, analysis, and manufacturing of a glass-plastic hybrid minimalist aspheric panoramic annular lens

Shaohua Gao, Qi Jiang, Yiqi Liao +6

We propose a high-performance glass-plastic hybrid minimalist aspheric panoramic annular lens (ASPAL) to solve several major limitations of the traditional panoramic annular lens (…

eess.IV2024★ 1 cited

Exploring Quasi-Global Solutions to Compound Lens Based Computational Imaging Systems

Yao Gao, Qi Jiang, Shaohua Gao +3

Recently, joint design approaches that simultaneously optimize optical systems and downstream algorithms through data-driven learning have demonstrated superior performance over tr…

cs.CV2024

Representing Domain-Mixing Optical Degradation for Real-World Computational Aberration Correction via Vector Quantization

Qi Jiang, Zhonghua Yi, Shaohua Gao +8

Relying on paired synthetic data, existing learning-based Computational Aberration Correction (CAC) methods are confronted with the intricate and multifaceted synthetic-to-real dom…

cs.CV2023

Minimalist and High-Quality Panoramic Imaging with PSF-aware Transformers

Qi Jiang, Shaohua Gao, Yao Gao +5

High-quality panoramic images with a Field of View (FoV) of 360° are essential for contemporary panoramic computer vision tasks. However, conventional imaging systems come with sop…

cs.CV2022

Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations

Qi Jiang, Hao Shi, Shaohua Gao +5

Semantic scene understanding with Minimalist Optical Systems (MOS) in mobile and wearable applications remains a challenge due to the corrupted imaging quality induced by optical a…

eess.IV2022★ 1 cited

Annular Computational Imaging: Capture Clear Panoramic Images through Simple Lens

Qi Jiang, Hao Shi, Lei Sun +3

Panoramic Annular Lens (PAL) composed of few lenses has great potential in panoramic surrounding sensing tasks for mobile and wearable devices because of its tiny size and large Fi…

cs.CV2022★ 9 cited

Review on Panoramic Imaging and Its Applications in Scene Understanding

Shaohua Gao, Kailun Yang, Hao Shi +2

With the rapid development of high-speed communication and artificial intelligence technologies, human perception of real-world scenes is no longer limited to the use of small Fiel…