by Seunggeun Chi | Oct 18, 2023 | 2023, Hyunggun Chi, Karthik Ramani, Publications, Recent Publications, Seunggeun Chi
Skeleton-based action recognition has made significant advancements recently, with models like InfoGCN showcasing remarkable accuracy. However, these models exhibit a key limitation: they necessitate complete action observation prior to classification, which...
by Hyung-gun Chi | Feb 24, 2023 | 2023, Hyunggun Chi, Karthik Ramani, Publications, Seunggeun Chi
Accurately estimating the human pose is an essential task for many applications in robotics. However, existing pose estimation methods suffer from poor performance when occlusion occurs. Recent advances in NLP have been very successful in predicting the missing words...
by Hyung-gun Chi | Apr 19, 2022 | 2022, Hyunggun Chi, Karthik Ramani, Publications, Recent Publications, Seunggeun Chi
Human skeleton-based action recognition offers a valuable means to understand the intricacies of human behavior because it can handle the complex relationships between physical constraints and intention. Although several studies have focused on encoding a skeleton,...