activity
20192024
most citedEvent-Based Fusion for Motion Deblurring with Cross-modal Attention

178 citations · 182 across the 9 of their papers we have counts for

collaborators

9 papers

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 (…

cs.CV2023

FocusFlow: Boosting Key-Points Optical Flow Estimation for Autonomous Driving

Zhonghua Yi, Hao Shi, Kailun Yang +5

Key-point-based scene understanding is fundamental for autonomous driving applications. At the same time, optical flow plays an important role in many vision tasks. However, due to…

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.CV2023★ 1 cited

A Unified Framework for Event-based Frame Interpolation with Ad-hoc Deblurring in the Wild

Lei Sun, Daniel Gehrig, Christos Sakaridis +7

Effective video frame interpolation hinges on the adept handling of motion in the input scene. Prior work acknowledges asynchronous event information for this, but often overlooks…

cs.CV2022★ 1 cited

Beyond the Field-of-View: Enhancing Scene Visibility and Perception with Clip-Recurrent Transformer

Hao Shi, Qi Jiang, Kailun Yang +3

Vision sensors are widely applied in vehicles, robots, and roadside infrastructure. However, due to limitations in hardware cost and system size, camera Field-of-View (FoV) is ofte…

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.CV2021★ 178 cited

Event-Based Fusion for Motion Deblurring with Cross-modal Attention

Lei Sun, Christos Sakaridis, Jingyun Liang +6

Traditional frame-based cameras inevitably suffer from motion blur due to long exposure times. As a kind of bio-inspired camera, the event camera records the intensity changes in a…

cs.CV2019★ 1 cited

Hair Segmentation on Time-of-Flight RGBD Images

Yuanxi Ma, Cen Wang, Shiying Li +1

Robust segmentation of hair from portrait images remains challenging: hair does not conform to a uniform shape, style or even color; dark hair in particular lacks features. We pres…