3 papers
cs.CV2025
Keypoints as Dynamic Centroids for Unified Human Pose and Segmentation
Niaz Ahmad, Jawad Khan, Kang G. Shin +2
The dynamic movement of the human body presents a fundamental challenge for human pose estimation and body segmentation. State-of-the-art approaches primarily rely on combining key…
cs.CV2025
VISUALCENT: Visual Human Analysis using Dynamic Centroid Representation
Niaz Ahmad, Youngmoon Lee, Guanghui Wang
We introduce VISUALCENT, a unified human pose and instance segmentation framework to address generalizability and scalability limitations to multi person visual human analysis. VIS…
cs.AI2024
AT-SNN: Adaptive Tokens for Vision Transformer on Spiking Neural Network
Donghwa Kang, Youngmoon Lee, Eun-Kyu Lee +3
In the training and inference of spiking neural networks (SNNs), direct training and lightweight computation methods have been orthogonally developed, aimed at reducing power consu…