Scholar
Hoonhee Cho
Google Scholar ID: 8h-hLRsAAAAJ
KAIST
Citations & Impact
Citations
267
H-index
10
i10-index
11
Publications
20
Co-authors
10
list available
Publications
Resume (English only)
Academic Achievements
- Published 'Ev-3DOD: Pushing the Temporal Boundaries of 3D Object Detection with Event Cameras' at CVPR 2025 (Highlight, top 3.0%)
- Published 'Unifying Low-Resolution and High-Resolution Alignment by Event Cameras for Space-Time Video Super-Resolution' at WACV 2025
- Published 'A Benchmark Dataset for Event-Guided Human Pose Estimation and Tracking in Extreme Conditions' at NeurIPS 2024 (Datasets and Benchmarks Track)
- Multiple papers accepted at ECCV 2024, including 'Temporal Event Stereo via Joint Learning with Stereoscopic Flow', 'Finding Meaning in Points: Weakly-Supervised Semantic Segmentation for Event Cameras', 'CMTA: Cross-Modal Temporal Alignment for Event-guided Video Deblurring', 'Towards Real-world Event-guided Low-light Video Enhancement and Deblurring', and 'Towards Robust Event-based Networks for Nighttime via Unpaired Day-to-Night Event Translation'
- Published 'TTA-EVF: Test-Time Adaptation for Event-based Video Frame Interpolation via Reliable Pixel and Sample Estimation' and 'Frequency-aware Event-based Video Deblurring for Real-World Motion Blur' at CVPR 2024
- Published 'Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from Events' (Oral, acceptance rate 1.8%) and 'Non-Coaxial Event-guided Motion Deblurring with Spatial Alignment' at ICCV 2023
- Published 'Learning Adaptive Dense Event Stereo from the Image Domain' at CVPR 2023
- Several papers list him as co-first author (Equally Contributed)
Background
- Currently a Ph.D. student at Korea Advanced Institute of Science and Technology (KAIST)
- Research interests include Computer Vision and Deep Learning for Robotics, Autonomous Driving, and Virtual Reality
- Video & Image Enhancement, Image/Video Deblurring, Video Frame Interpolation, Video Super-resolution
- Autonomous Driving: Stereo Matching, Multi-View Stereo, Semantic Segmentation, Object Detection
- Event Camera and its applications in various tasks
