2 citations · 2 across the 2 of their papers we have counts for
4 papers
Every View Counts: View-Consistent Panoptic Quality for Multi-view Panoptic Segmentation
Youngmin Lee, Byungha Ko, Guhnoo Yun +1
Multi-view panoptic segmentation assigns a semantic class and a scene-level instance ID to every pixel of an unordered set of images, and recent feed-forward 3D models predict thes…
Initiation of Interaction Detection Framework using a Nonverbal Cue for Human-Robot Interaction
Guhnoo Yun, Juhan Yoo, Kijung Kim +1
This paper describes an initiation of interaction(IoI) detection framework without keywords for human-robot interaction(HRI) based on audio and vision sensor fusion in a domestic e…
Spectral-Adaptive Modulation Networks for Visual Perception
Guhnoo Yun, Juhan Yoo, Kijung Kim +3
Recent studies have shown that 2D convolution and self-attention exhibit distinct spectral behaviors, and optimizing their spectral properties can enhance vision model performance.…
SPANet: Frequency-balancing Token Mixer using Spectral Pooling Aggregation Modulation
Guhnoo Yun, Juhan Yoo, Kijung Kim +2
Recent studies show that self-attentions behave like low-pass filters (as opposed to convolutions) and enhancing their high-pass filtering capability improves model performance. Co…