Event Camera

Towards Real-world Event-guided Low-light Video Enhancement and Deblurring

Event-guided low-light video enhancement and deblurring method targeting real-world conditions.

Taewoo Kim

Temporal Event Stereo via Joint Learning with Stereoscopic Flow

Event-based stereo matching method that jointly learns temporal and stereoscopic flow.

Hoonhee Cho*

Finding Meaning in Points: Weakly-Supervised Semantic Segmentation for Event Cameras

Weakly-supervised semantic segmentation method tailored for event camera data.

Hoonhee Cho*

CMTA: Cross-Modal Temporal Alignment for Event-guided Video Deblurring

Event-guided video deblurring framework using cross-modal temporal alignment.

Taewoo Kim*

TTA-EVF: Test-Time Adaptation for Event-based Video Frame Interpolation via Reliable Pixel and Sample Estimation

Test-time adaptation framework for event-based video frame interpolation using reliable pixel and sample estimation.

Hoonhee Cho

Frequency-aware Event-based Video Deblurring for Real-World Motion Blur

Frequency-aware event-based video deblurring approach designed for real-world motion blur.

Taewoo Kim*

Non-Coaxial Event-guided Motion Deblurring with Spatial Alignment

Event-guided motion deblurring framework that handles non-coaxial sensor configurations via spatial alignment.

Hoonhee Cho

Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from Events

Label-free event-based object recognition with joint learning of event-to-image reconstruction.

Hoonhee Cho*

Learning Adaptive Dense Event Stereo from the Image Domain

Adaptive dense event stereo method that learns from the image domain.

Hoonhee Cho

Selection and Cross Similarity for Event-Image Deep Stereo

Event-image deep stereo method using selection and cross-similarity mechanisms.

Hoonhee Cho